Philip S. Yu

Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Trip Route Planning for Bicycle-Sharing Systems.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Information Diffusion at Workplace.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Multi-source Hierarchical Prediction Consolidation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Efficient Hidden Trajectory Reconstruction from Sparse Data.

[BibT_eX]

[DOI]

Ning Yang

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Active Zero-Shot Learning.

[BibT_eX]

[DOI]

Shaoxiong Wang

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Incomplete electrocardiogram time series prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

HEER: Heterogeneous graph embedding for emerging relation detection from news.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Interpretable and effective opinion spam detection via temporal patterns mining across websites.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

CER: Complementary entity recognition via knowledge expansion on large unlabeled product reviews.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Community detection with partially observable links and node attributes.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Expenditure aware rating prediction for recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Online multi-view clustering with incomplete views.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

DistSD: Distance-based social discovery with personalized posterior screening.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Inferring Social Influence of anti-Tobacco mass media campaigns.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Intertwined viral marketing in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Social badge system analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Unsupervised Feature Selection by Preserving Stochastic Neighbors.

[BibT_eX]

[DOI]

Xiaokai Wei

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Unsupervised Feature Selection on Networks: A Generative View.

[BibT_eX]

[DOI]

Xiaokai Wei

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Multi-agent Reinforcement Learning for Service Composition.

[BibT_eX]

[DOI]

Yu Lei

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

Privacy preserving graph publication in a distributed environment.

[BibT_eX]

[DOI]

World Wide Web, 2015

Diversionary Comments under Blog Posts.

[BibT_eX]

[DOI]

ACM Trans. Web, 2015

Top-k Similarity Join in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Yun Xiong

Yangyong Zhu

IEEE Trans. Knowl. Data Eng., 2015

Efficient Algorithms for Mining the Concise and Lossless Representation of High Utility Itemsets.

[BibT_eX]

[DOI]

Cheng-Wei Wu

Philippe Fournier-Viger

IEEE Trans. Knowl. Data Eng., 2015

Domain Invariant Transfer Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Subgraph Matching with Set Similarity in a Large Graph Database.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Deception detection in Twitter.

[BibT_eX]

[DOI]

Social Netw. Analys. Mining, 2015

A robust one-class transfer learning method with uncertain data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

On the anonymizability of graphs.

[BibT_eX]

[DOI]

Yao Li

Knowl. Inf. Syst., 2015

Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2015

Constructing plausible innocuous pseudo queries to protect user query intention.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Nonoccurring Behavior Analytics: A New Area.

[BibT_eX]

[DOI]

Vipin Kumar

IEEE Intell. Syst., 2015

Mutual Community Detection across Multiple Partially Aligned Social Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Partial Network Alignment with Anchor Meta Path and Truncated Generic Stable Matching.

[BibT_eX]

[DOI]

CoRR, 2015

Compositional Correlation Quantization for Large-Scale Multimodal Search.

[BibT_eX]

[DOI]

Mingsheng Long

Jianmin Wang

CoRR, 2015

Multi-view Machines.

[BibT_eX]

[DOI]

Hucheng Zhou

CoRR, 2015

A review of heterogeneous data mining for brain disorders.

[BibT_eX]

[DOI]

CoRR, 2015

Optimizing data partition for scaling out NoSQL cluster.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

Identifying HIV-induced subgraph patterns in brain networks with side information.

[BibT_eX]

[DOI]

Brain Informatics, 2015

A review of heterogeneous data mining for brain disorder identification.

[BibT_eX]

[DOI]

Brain Informatics, 2015

cluTM: Content and Link Integrated Topic Model on Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Optimizing Data Partition for NoSQL Cluster.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Orthogonal mechanism for answering batch queries with differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

SCREEN: Stream Data Cleaning under Speed Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Concurrent goal-oriented co-clustering generation in social networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Community Detection for Emerging Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Efficient Partial Order Preserving Unsupervised Feature Selection on Networks.

[BibT_eX]

[DOI]

Xiaokai Wei

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Predicting Neighbor Distribution in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

OnlineCM: Real-time Consensus Classification with Missing Values.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L2, 1 Regularization.

[BibT_eX]

[DOI]

Weixiang Shao

Lifang He

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Discovering Audience Groups and Group-Specific Influencers.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Influence Maximization Across Partially Aligned Heterogenous Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Scale-Adaptive Group Optimization for Social Activity Planning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Clustering on Multi-source Incomplete Data via Tensor Modeling and Factorization.

[BibT_eX]

[DOI]

Weixiang Shao

Lifang He

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Understanding Community Effects on Information Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Organizational Chart Inference.

[BibT_eX]

[DOI]

Yuanhua Lv

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

PNA: Partial Network Alignment with Generic Stable Matching.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Integrated Anchor and Social Link Predictions across Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

CENI: A Hybrid Framework for Efficiently Inferring Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web and Social Media, 2015

WS-HFS: A Heterogeneous Feature Selection Framework for Web Services Mining.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Multiple Anonymized Social Networks Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Convex Approximation to the Integral Mixture Models Using Step Functions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks.

[BibT_eX]

[DOI]

Yi-Ling Chen

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining Brain Networks Using Multiple Side Views for Neurological Disorder Identification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

On historical diagnosis of sensor streams.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Citywide traffic congestion estimation with social media.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Reconstruction Privacy: Enabling Statistical Learning.

[BibT_eX]

[DOI]

Chao Han

Ada Wai-Chee Fu

Proceedings of the 18th International Conference on Extending Database Technology, 2015

Sensor network partitioning based on homogeneity.

[BibT_eX]

[DOI]

Yi Xu

Yaqing Zhang

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

A context-aware approach to detection of short irrelevant texts.

[BibT_eX]

[DOI]

Jing Wang

Mohammad Shafkat Amin

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

An effective and economic bi-level approach to ranking and rating spam detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Inferring Diffusion Networks with Sparse Cascades by Structure Transfer.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

Public Information Sharing Behaviors Analysis over Different Social Media.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Enterprise Social Link Recommendation.

[BibT_eX]

[DOI]

Yuanhua Lv

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Learning Entity Types from Query Logs via Graph-Based Modeling.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Forming Online Support Groups for Internet and Behavior Related Addictions.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Identification of Discriminative Subgraph Patterns in fMRI Brain Networks in Bipolar Affective Disorder.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Mining Invisible Tasks in Non-free-choice Constructs.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 13th International Conference, 2015

Robust crowd bias correction via dual knowledge transfer from multiple overlapping sources.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Inferring crowd-sourced venues for tweets.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data, 2015

MCD: Mutual Clustering across Multiple Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

How TV advertising and social network help tobacco control campaigns influence more.

[BibT_eX]

[DOI]

Qianyi Zhan

Sherry Emery

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Modeling and Utilizing Dynamic Influence Strength for Personalized Promotion.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Burst Time Prediction in Cascades.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Say It with Colors: Language-Independent Gender Classification on Twitter.

[BibT_eX]

[DOI]

Jalal S. Alowibdi

Ugo A. Buy

Proceedings of the Online Social Media Analysis and Visualization, 2014

Correlated network data publication via differential privacy.

[BibT_eX]

[DOI]

VLDB J., 2014

Bag Constrained Structure Pattern Mining for Multi-Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

NEIWalk: Community Discovery in Dynamic Content-Based Networks.

[BibT_eX]

[DOI]

Chang-Dong Wang

Jian-Huang Lai

IEEE Trans. Knowl. Data Eng., 2014

Structural Diversity for Resisting Community Identification in Published Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Identity Protection in Sequential Releases of Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

HeteSim: A General Framework for Relevance Measure in Heterogeneous Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Adaptation Regularization: A General Framework for Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

An Efficient Approach for Outlier Detection with Imperfect Data Labels.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

On the Use of Side Information for Mining Text Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Multi-Label Classification Based on Multi-Objective Optimization.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

Privacy Preserving Social Network Publication Against Mutual Friend Attacks.

[BibT_eX]

[DOI]

Trans. Data Priv., 2014

Measure the Semantic Similarity of GO Terms Using Aggregate Information Content.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Comput. Biology Bioinform., 2014

GBC: Gradient boosting consensus model for heterogeneous data.

[BibT_eX]

[DOI]

Jean-François Paiement

David Grangier

Statistical Analysis and Data Mining, 2014

A framework for dynamic link prediction in heterogeneous networks.

[BibT_eX]

[DOI]

Statistical Analysis and Data Mining, 2014

An efficient orientation distance-based discriminative feature extraction method for multi-classification.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

Protect You More Than Blank: Anti-Learning Sensitive User Information in the Social Networks.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2014

HRank: A Path based Ranking Framework in Heterogeneous Information Network.

[BibT_eX]

[DOI]

CoRR, 2014

Comparison and Selection of objective Functions in multiobjective Community Detection.

[BibT_eX]

[DOI]

Comput. Intell., 2014

G-Bean: an ontology-graph based web tool for biomedical literature retrieval.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

Deriving latent social impulses to determine longevous videos.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Transferring heterogeneous links across location-based social networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Inferring the impacts of social media on crowdfunding.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

HRank: A Path Based Ranking Method in Heterogeneous Information Network.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Future Influence Ranking of Scientific Literature.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Learning on Probabilistic Labels.

[BibT_eX]

[DOI]

Peng Peng

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Large-Scale Multi-Label Learning with Incomplete Label Assignments.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Visual Recognition by Exploiting Latent Social Links in Image Collections.

[BibT_eX]

[DOI]

Li-Jia Li

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Trajectory Event Cleaning for Mobile RFID Objects.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Mining Mobility Evolution from Check-In Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Meta-path based multi-network collective link prediction.

[BibT_eX]

[DOI]

Zhi-Hua Zhou

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Class-distribution regularized consensus maximization for alleviating overfitting in model combination.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

MMRate: inferring multi-aspect diffusion networks with multi-pattern cascades.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Preface.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Big Data, 2014

A hybrid coupled k-nearest neighbor algorithm on imbalance data.

[BibT_eX]

[DOI]

Chunming Liu

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data.

[BibT_eX]

[DOI]

Chunming Liu

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

Discovering Organizational Correlations from Twitter.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Why Checkins: Exploring User Motivation on Location Based Social Networks.

[BibT_eX]

[DOI]

Fengjiao Wang

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Steering Information Diffusion Dynamically against User Attention Limitation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Low-Density Cut Based Tree Decomposition for Large-Scale SVM Problems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Collective Prediction of Multiple Types of Links in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Tensor-Based Multi-view Feature Selection with Applications to Brain Diseases.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Matching heterogeneous events with patterns.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Welcome from DSAA 2014 chairs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Storage efficient graph search by composite dynamic-and-static indexing of a single network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Assessing the longevity of online videos: A new insight of a video's quality.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Transfer Joint Matching for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Transferring influence: Supervised learning for efficient influence maximization across networks.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

NCR: A Scalable Network-Based Approach to Co-Ranking in Question-and-Answer Sites.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Ranking-based Clustering on General Heterogeneous Information Networks by Network Projection.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Identifying Your Customers in Social Networks.

[BibT_eX]

[DOI]

Chun-Ta Lu

Hong-Han Shuai

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Synergistic partitioning in multiple large scale social networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Detecting deception in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

An Effective Approach on Overlapping Structures Discovery for Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

Active Learning: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Comparable dependencies over heterogeneous data.

[BibT_eX]

[DOI]

Shaoxu Song

VLDB J., 2013

Computing weight constraint reachability in large networks.

[BibT_eX]

[DOI]

VLDB J., 2013

Protecting Sensitive Labels in Social Network Data Anonymization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Efficient Algorithms for Mining High Utility Itemsets from Transactional Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Transfer across Completely Different Feature Spaces via Spectral Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Social network and high performance in smart communications.

[BibT_eX]

[DOI]

Jongsung Kim

Nasrullah Memon

J. Supercomput., 2013

Brain network analysis: a data mining perspective.

[BibT_eX]

[DOI]

SIGKDD Explorations, 2013

Willingness Optimization for Social Group Activity.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Special issue on behavior computing.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Meta Path-Based Collective Classification in Heterogeneous Information Networks

[BibT_eX]

[DOI]

CoRR, 2013

Pattern Based Graph Generator

[BibT_eX]

[DOI]

CoRR, 2013

Latent Networks Fusion based Model for Event Recommendation in Offline Ephemeral Social Networks.

[BibT_eX]

[DOI]

CoRR, 2013

On the Feature Discovery for App Usage Prediction in Smartphones.

[BibT_eX]

[DOI]

CoRR, 2013

Mining interesting user behavior patterns in mobile commerce environments.

[BibT_eX]

[DOI]

Bai-En Shie

Appl. Intell., 2013

Anatomy of a web-scale resale market: a data mining approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Guide Query in Social Networks.

[BibT_eX]

[DOI]

Yu-Chieh Lin

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

On optimal worst-case matching.

[BibT_eX]

[DOI]

Cheng Long

Minhao Jiang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Learning latent friendship propagation networks with interest awareness for link prediction.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

On Graph Stream Clustering with Side Information.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Monitoring and mining GPS traces in transit space.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Dynamic Community Detection in Weighted Graph Streams.

[BibT_eX]

[DOI]

Jian-Huang Lai

Chang-Dong Wang

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Discriminative Feature Selection for Uncertain Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

MODS: Multiple One-class Data Streams Learning from Homogeneous Data.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Dynamic Shaker Detection from Evolving Entities.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Efficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Robust Textual Data Streams Mining Based on Continuous Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Community Detection with Prior Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Integrating Clustering and Ranking on Hybrid Heterogeneous Information Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

One-Class Transfer Learning with Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Mining Usage Traces of Mobile Apps for Dynamic Preference Prediction.

[BibT_eX]

[DOI]

Zhung-Xun Liao

Wen-Chih Peng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Real-Time Street Parking Availability Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Distant-Time Location Prediction in Low-Sampling-Rate Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Inferring social roles and statuses in social networks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

LAFT-Explorer: inferring, visualizing and predicting how your social network expands.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Mining high utility episodes in complex event sequences.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Extracting social events for learning better information diffusion models.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Multi-label classification by mining label and instance correlations from heterogeneous information networks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Inferring distant-time location in low-sampling-rate trajectories.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Empirical Evaluation of Profile Characteristics for Gender Classification on Twitter.

[BibT_eX]

[DOI]

Jalal S. Alowibdi

Ugo A. Buy

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Predicting Social Links for New Users across Aligned Heterogeneous Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Multilabel Consensus Classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

On Pattern Preserving Graph Generation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Clustering on Multiple Incomplete Datasets via Collective Kernel Learning.

[BibT_eX]

[DOI]

Weixiang Shao

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

On the Feature Discovery for App Usage Prediction in Smartphones.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

RECODS: Replica consistency-on-demand store.

[BibT_eX]

[DOI]

Yuqing Zhu

Jianmin Wang

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Graph stream classification using labeled and unlabeled graphs.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Transfer Feature Learning with Joint Distribution Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Transfer Sparse Coding for Robust Image Representation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Silence behavior mining on online social networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, 2013

Predicting trends in social networks via dynamic activeness model.

[BibT_eX]

[DOI]

Shuyang Lin

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

An effective latent networks fusion based model for event recommendation in offline ephemeral social networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Inferring anchor links across multiple heterogeneous social networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Language independent gender classification on Twitter.

[BibT_eX]

[DOI]

Jalal S. Alowibdi

Ugo A. Buy

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Towards Cohesive Anomaly Mining.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Dimensionality Reduction and Filtering on Time Series Sensor Streams.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Sensor Data, 2013

Efficient Direct Mining of Selective Discriminative Patterns for Classification.

[BibT_eX]

Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012

Exploring latent browsing graph for question answering recommendation.

[BibT_eX]

[DOI]

Meng-Fen Chiang

Wen-Chih Peng

World Wide Web, 2012

Homogeneous and Heterogeneous Distributed Classification for Pocket Data Mining.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2012

Coupled Behavior Analysis with Applications.

[BibT_eX]

[DOI]

Yuming Ou

IEEE Trans. Knowl. Data Eng., 2012

Generative Models for Evolutionary Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2012

Identify Online Store Review Spammers via Social Review Graph.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Mobile Systems Privacy: 'MobiPriv' A Robust System for Snapshot or Continuous Querying Location Based Mobile Systems.

[BibT_eX]

[DOI]

Trans. Data Priv., 2012

Modeling blogger influence in a community.

[BibT_eX]

[DOI]

Social Netw. Analys. Mining, 2012

Mining Frequent Itemsets over Uncertain Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Early classification on time series.

[BibT_eX]

[DOI]

Zhengzheng Xing

Knowl. Inf. Syst., 2012

gMLC: a multi-label feature selection framework for graph classification.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2012

Overlapping community detection combining content and link.

[BibT_eX]

[DOI]

Zhouzhou He

J. Zhejiang Univ. Sci. C, 2012

Gateway finder in large graphs: problem definitions and fast solutions.

[BibT_eX]

[DOI]

Inf. Retr., 2012

Efficient algorithms for mining maximal high utility itemsets from data streams with different models.

[BibT_eX]

[DOI]

Bai-En Shie

Expert Syst. Appl., 2012

On the network effect in Web 2.0 applications.

[BibT_eX]

[DOI]

Electron. Commer. Res. Appl., 2012

Guest editorial: special issue on data mining technologies for computational social science.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

Latency Bounding by Trading off Consistency in NoSQL Store: A Staging and Stepwise Approach

[BibT_eX]

[DOI]

Yuqing Zhu

Jianmin Wang

CoRR, 2012

Implementation of Privacy-preserving SimRank over Distributed Information Network

[BibT_eX]

[DOI]

CoRR, 2012

A brief introduction to agent mining.

[BibT_eX]

[DOI]

Gerhard Weiss

Auton. Agents Multi Agent Syst., 2012

Review spam detection via time series pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Community detection in incomplete information networks.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Learning from Heterogeneous Sources via Gradient Boosting Consensus.

[BibT_eX]

[DOI]

Jean-François Paiement

David Grangier

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Multi-Objective Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Transfer Significant Subgraphs across Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

On Dynamic Link Inference in Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

On Influential Node Discovery in Dynamic Social Networks.

[BibT_eX]

[DOI]

Shuyang Lin

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

PhonePark: Street Parking Using Mobile Phones.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Review spam detection via temporal pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Mining top-K high utility itemsets.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Magnet community identification on social networks.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

UFIMT: an uncertain frequent itemset mining toolbox.

[BibT_eX]

[DOI]

Yongxin Tong

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Integrating meta-path selection with user-guided object clustering in heterogeneous information networks.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

HeteRecom: a semantic-based recommendation systemin heterogeneous networks.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Dimensionality Reduction on Heterogeneous Feature Space.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Privacy-Preserving SimRank over Distributed Information Network.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Attribute-Based Subsequence Matching and Mining.

[BibT_eX]

[DOI]

Yu Peng

Liangliang Ye

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Mining Knowledge from Data: An Information Network Analysis Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

On Text Clustering with Side Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A profile-based framework for interaction prediction.

[BibT_eX]

[DOI]

Zhung-Xun Liao

Wen-Chih Peng

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Relevance search in heterogeneous networks.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Extending Database Technology, 2012

Limiting link disclosure in social network analysis through subgraph-wise perturbation.

[BibT_eX]

[DOI]

Amin Milani Fard

Proceedings of the 15th International Conference on Extending Database Technology, 2012

Searching by corpus with fingerprints.

[BibT_eX]

[DOI]

Wangqun Lin

Proceedings of the 15th International Conference on Extending Database Technology, 2012

Effective Next-Items Recommendation via Personalized Sequential Pattern Mining.

[BibT_eX]

[DOI]

Ghim-Eng Yap

Xiaoli Li

Proceedings of the Database Systems for Advanced Applications, 2012

Diversionary comments under political blog posts.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Influence and similarity on heterogeneous networks.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Meta path-based collective classification in heterogeneous information networks.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Discovering geometric patterns in genomic data.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

Behavior Computing - Modeling, Analysis, Mining and Decision.

[BibT_eX]

[DOI]

Springer, ISBN: 978-1-4471-2968-4, 2012

2011

Leadership discovery when data correlatively evolve.

[BibT_eX]

[DOI]

World Wide Web, 2011

Maximizing bichromatic reverse nearest neighbor for L p -norm in two- and three-dimensional spaces.

[BibT_eX]

[DOI]

VLDB J., 2011

Efficient Relevance Feedback for Content-Based Image Retrieval by Mining User Navigation Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Mining Cluster-Based Temporal Mobile Sequential Patterns in Location-Based Service Environments.

[BibT_eX]

[DOI]

Eric Hsueh-Chan Lu

IEEE Trans. Knowl. Data Eng., 2011

Load Shedding in Mobile Systems with MobiQual.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Graph Pattern Matching: A Join/Semijoin Approach.

[BibT_eX]

[DOI]

Jiefeng Cheng

IEEE Trans. Knowl. Data Eng., 2011

Can the Utility of Anonymized Data be Used for Privacy Breaches?

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2011

Mining Top-K Large Structural Patterns in a Massive Network.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

InfoNetOLAPer: Integrating InfoNetWarehouse and InfoNetCube with InfoNetOLAP.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

One-class learning and concept summarization for data streams.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Processing high data rate streams in System S.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2011

WF-MSB: A weighted fuzzy-based biclustering method for gene expression data.

[BibT_eX]

[DOI]

Lien-Chin Chen

Int. J. Data Min. Bioinform., 2011

Extracting Interpretable Features for Early Classification on Time Series.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Structural Diversity for Privacy in Publishing Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

One-Class-Based Uncertain Data Stream Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Multi-Label Collective Classification.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Towards Community Detection in Locally Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Multi-label Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Discovering Valuable User Behavior Patterns in Mobile Commerce Environments.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Applied Data Mining, 2011

Privacy-preserving social network publication against friendship attacks.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Discovering shakers from evolving entities via cascading graph inference.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Differentially private data release for data mining.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Dual active feature and sample selection for graph classification.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

On dynamic data-driven selection of sensor streams.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Distributed Classification for Pocket Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Distributed hoeffding trees for pocket data mining.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011

Positive and Unlabeled Learning for Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Efficient Mining of a Concise and Lossless Representation of High Utility Itemsets.

[BibT_eX]

[DOI]

Cheng-Wei Wu

Philippe Fournier-Viger

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Review Graph Based Online Store Review Spammer Detection.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

ADANA: Active Name Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Identities Anonymization in Dynamic Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

On the Hardness of Graph Anonymization.

[BibT_eX]

[DOI]

Yao Li

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

On data dependencies in dataspaces.

[BibT_eX]

[DOI]

Shaoxu Song

Proceedings of the 27th International Conference on Data Engineering, 2011

Outlier detection in graph streams.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

Transportation mode detection using mobile phones and GIS information.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Efficient Topological OLAP on Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

ECODE: Event-Based Community Detection from Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

An ensemble-based approach to fast classification of multi-label data streams.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

Pattern change discovery between high dimensional data sets.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

CP-index: on the efficient indexing of large graphs.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

On selection of objective functions in multi-objective community detection.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Collective prediction with latent graphs.

[BibT_eX]

[DOI]

Yao Li

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Information Networks Mining and Analysis.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Mining Concept-Drifting Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Rights protection of trajectory datasets with nearest-neighbor preservation.

[BibT_eX]

[DOI]

VLDB J., 2010

Optimal distance bounds for fast search on compressed time-series query logs.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

ACM Trans. Web, 2010

Introduction to the Domain-Driven Data Mining Special Section.

[BibT_eX]

[DOI]

Chengqi Zhang

Gregory Piatetsky-Shapiro

David A. Bell

IEEE Trans. Knowl. Data Eng., 2010

ACM TKDD Special Issue on Knowledge Discovery for Web Intelligence.

[BibT_eX]

[DOI]

Ning Zhong

Yiyu Yao

ACM Trans. Knowl. Discov. Data, 2010

Limitations of matrix completion via trace norm minimization.

[BibT_eX]

[DOI]

SIGKDD Explorations, 2010

Discriminative frequent subgraph mining with optimality guarantees.

[BibT_eX]

[DOI]

Statistical Analysis and Data Mining, 2010

A framework for clustering massive graph streams.

[BibT_eX]

[DOI]

Statistical Analysis and Data Mining, 2010

Personalized Privacy Protection in Social Networks.

[BibT_eX]

[DOI]

Mingxuan Yuan

Proc. VLDB Endow., 2010

On Dense Pattern Mining in Graph Streams.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

A general framework for relation graph clustering.

[BibT_eX]

[DOI]

Zhongfei Zhang

Knowl. Inf. Syst., 2010

On clustering massive text and categorical data streams.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

Guest Editors' Introduction: Social Computing in the Blogosphere.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2010

Music Recommendation Using Content and Context Information Mining.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2010

Privacy-preserving data publishing: A survey of recent developments.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2010

A motion-aware safe period-based framework for spatial alarm processing.

[BibT_eX]

Bhuvan Bamba

Ling Liu

Comput. Syst. Sci. Eng., 2010

Mobile systems location privacy: "MobiPriv" a robust k anonymous system.

[BibT_eX]

[DOI]

Ouri Wolfson

Proceedings of the IEEE 6th International Conference on Wireless and Mobile Computing, 2010

Mining knowledge from databases: an information network analysis approach.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Predictive Modeling with Heterogeneous Sources.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

On Clustering Graph Streams.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

On Classification of High-Cardinality Data Streams.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

Online mining of temporal maximal utility itemsets from data streams.

[BibT_eX]

[DOI]

Bai-En Shie

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

BASSET: Scalable Gateway Finder in Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

UP-Growth: an efficient algorithm for high utility itemset mining.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

k-Support anonymity based on pseudo taxonomy for outsourcing of frequent itemset mining.

[BibT_eX]

[DOI]

Chih-Hua Tai

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Semi-supervised feature selection for graph classification.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Evidence-based medicine, the essential role of systematic reviews, and the need for automated text mining tools.

[BibT_eX]

[DOI]

Proceedings of the ACM International Health Informatics Symposium, 2010

Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Max-Clique: A Top-Down Graph-Based Approach to Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Probabilistic Inference Protection on Anonymized Data.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Efficient Semi-supervised Spectral Co-clustering with Constraints.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

A Comparison of Objective Functions in Network Community Detection.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Exploiting Local Data Uncertainty to Boost Global Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Vote-Based LELC for Positive and Unlabeled Textual Data Streams.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Multi-label Feature Selection for Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Detecting Leaders from Correlated Time Series.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

Mining Diversity on Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

Global privacy and transportation mode homogeneity anonymization in location based mobile systems with continuous queries.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

On wavelet decomposition of uncertain time series data sets.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Orientation distance-based discriminative feature extraction for multi-class classification.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Machine Learning Approaches to Link-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

Veracity Analysis and Object Distinction.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

Scalable Link-Based Similarity Computation and Clustering.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

Community Evolution and Change Point Detection in Time-Evolving Graphs.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

Time Sensitive Ranking with Application to Publication Search.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

InfoNetOLAP: OLAP and Mining of Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009

Association Rule Mining on Streams.

[BibT_eX]

[DOI]

Yun Chi

Proceedings of the Encyclopedia of Database Systems, 2009

Online pairing of VoIP conversations.

[BibT_eX]

[DOI]

VLDB J., 2009

CellJoin: a parallel stream join operator for the cell processor.

[BibT_eX]

[DOI]

Rajesh Bordawekar

VLDB J., 2009

A Survey of Uncertain Data Algorithms and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Density-based clustering of data streams at multiple resolutions.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2009

Introduction to special issue on social computing, behavioral modeling, and prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2009

Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

GConnect: A Connectivity Index for Massive Disk-resident Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

G-SESAME: web tools for GO-term-based gene similarity analysis and knowledge discovery.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2009

Answering linear optimization queries with an approximate stream index.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

Graph OLAP: a multi-dimensional framework for graph data analysis.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

Embedding and Retrieving Private Metadata in Electrocardiograms.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

J. Medical Syst., 2009

Information discovery across multiple streams.

[BibT_eX]

[DOI]

Inf. Sci., 2009

Anonymization with Worst-Case Distribution-Based Background Knowledge

[BibT_eX]

[DOI]

CoRR, 2009

Can the Utility of Anonymized Data be used for Privacy Breaches?

[BibT_eX]

[DOI]

CoRR, 2009

Behavior Informatics: An Informatics Perspective for Behavior Studies.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2009

Online Auctions: There Can Be Only One.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Optimal Distance Bounds on Time-Series Data.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

Proceedings of the SIAM International Conference on Data Mining, 2009

Near-optimal Supervised Feature Selection among Frequent Subgraphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Positive Unlabeled Learning for Data Stream Classification.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Early Prediction on Time Series: A Nearest Neighbor Approach.

[BibT_eX]

[DOI]

Zhengzheng Xing

Proceedings of the IJCAI 2009, 2009

Efficient Incremental Mining of Qualified Web Traversal Patterns without Scanning Original Databases.

[BibT_eX]

[DOI]

Jia-Ching Ying

Proceedings of the ICDM Workshops 2009, 2009

Why Naive Ensembles Do Not Work in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Connecting Sparsely Distributed Similar Bloggers.

[BibT_eX]

[DOI]

Nitin Agarwal

Huan Liu

Shankara B. Subramanya

John J. Salerno

Proceedings of the ICDM 2009, 2009

On Efficient Query Processing of Stream Counts on the Cell Processor.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Privacy-Preserving Singular Value Decomposition.

[BibT_eX]

[DOI]

Shuguo Han

Wee Keong Ng

Proceedings of the 25th International Conference on Data Engineering, 2009

Scale-Up Strategies for Processing High-Rate Data Streams in System S.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Distributed Processing of Spatial Alarms: A Safe Region-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009

PROUD: a probabilistic approach to processing similarity queries over uncertain data streams.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Scalable OLAP and mining of information networks.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

2008

Approximate Frequent Itemset Mining In the Presence of Random Noise.

[BibT_eX]

[DOI]

Hong Cheng

Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008

A Survey of Randomization Methods for Privacy-Preserving Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

A General Survey of Privacy-Preserving Data Mining Models and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

An Introduction to Privacy-Preserving Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

Privacy-Preserving Data Mining: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Database Security - Applications and Trends, 2008

DAWN: an efficient framework of DCT for data with error estimation.

[BibT_eX]

[DOI]

VLDB J., 2008

peerTalk: A Peer-to-Peer Multiparty Voice-over-IP System.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distrib. Syst., 2008

Storage optimization for large-scale distributed stream-processing systems.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2008

On static and dynamic methods for condensation-based privacy-preserving data mining.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2008

Truth Discovery with Multiple Conflicting Information Providers on the Web.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Incremental tensor analysis: Theory and applications.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2008

Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs.

[BibT_eX]

[DOI]

Statistical Analysis and Data Mining, 2008

LeeWave: level-wise distribution of wavelet coefficients for processing kNN queries over distributed streams.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Top 10 algorithms in data mining.

[BibT_eX]

[DOI]

Geoffrey J. McLachlan

Knowl. Inf. Syst., 2008

Classifying Data Streams with Skewed Class Distributions and Concept Drifts.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2008

Correlating burst events on streaming stock market data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2008

A framework for condensation-based anonymization of string data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2008

A holistic lexicon-based approach to opinion mining.

[BibT_eX]

[DOI]

Xiaowen Ding

Proceedings of the International Conference on Web Search and Web Data Mining, 2008

Identifying the influential bloggers in a community.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Search and Web Data Mining, 2008

Temperature-Aware Scheduling: When is System-Throttling Good Enough?

[BibT_eX]

[DOI]

Deepak Rajan

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Mining significant graph patterns by leap search.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

SPADE: the system s declarative stream processing engine.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Mining Sequence Classifiers for Early Prediction.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Proximity Tracking on Time-Evolving Bipartite Graphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

A General Model for Multiple View Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

On Indexing High Demensional Data with Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Outlier Detection with Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Hierarchical, Parameter-Free Community Discovery.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Forward Semi-supervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Anonymizing transaction databases for publication.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Colibri: fast mining of large static and dynamic graphs.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Direct mining of discriminative and essential frequent patterns via model-based search tree.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

A Context-Driven Content Adaptation Planner for Improving Mobile Internet Accessibility.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State.

[BibT_eX]

[DOI]

Tianbing Xu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Dirichlet Process Based Evolutionary Clustering.

[BibT_eX]

[DOI]

Tianbing Xu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Multi-Space-Mapped SVMs for Multi-class Classification.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Time Sensitive Ranking with Application to Publication Search.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Graph OLAP: Towards Online Analytical Processing on Graphs.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A Sampling-Based Approach to Information Recovery.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Rights Protection of Trajectory Datasets.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Online Failure Forecast for Fault-Tolerant Data Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

MobiQual: QoS-aware Load Shedding in Mobile CQ Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Construction of Compact Shedding Filters for Data Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Direct Discriminative Pattern Mining for Effective Classification.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Fast Graph Pattern Matching.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Stop Chasing Trends: Discovering High Order Models in Evolving Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

On High Dimensional Indexing of Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

LOCUST: An Online Analytical Processing Framework for High Dimensional Classification of Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

A Framework for Clustering Uncertain Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Toward Predictive Failure Management for Distributed Stream Processing Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Scalable Processing of Spatial Alarms.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2008

Ownership protection of shape datasets with geodesic distance preservation.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

Fast computing reachability labelings for large graphs with high compression rate.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

Dual encryption for query integrity assurance.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Real-time new event detection for video streams.

[BibT_eX]

[DOI]

Rong Yan

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Content-based filtering for efficient online materialized view maintenance.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Clustering on Complex Graphs.

[BibT_eX]

[DOI]

Tianbing Xu

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Mining Frequent Approximate Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the Next Generation of Data Mining., 2008

Searching for "Familiar Strangers" on Blogosphere.

[BibT_eX]

[DOI]

Proceedings of the Next Generation of Data Mining., 2008

2007

A Survey of Synopsis Construction in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Data Streams - Models and Algorithms, 2007

On Clustering Massive Data Streams: A Summarization Paradigm.

[BibT_eX]

[DOI]

Proceedings of the Data Streams - Models and Algorithms, 2007

ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks.

[BibT_eX]

[DOI]

Ling Liu

IEEE Trans. Parallel Distrib. Syst., 2007

Fragmental Proxy Caching for Streaming Multimedia Objects.

[BibT_eX]

[DOI]

James Zijun Wang

IEEE Trans. Multimedia, 2007

Approximate Query Processing in Cube Streams.

[BibT_eX]

[DOI]

Ming-Jyh Hsieh

IEEE Trans. Knowl. Data Eng., 2007

GrubJoin: An Adaptive, Multi-Way, Windowed Stream Join with Time Correlation-Aware CPU Load Shedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Anonymizing Classification Data for Privacy Preservation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

DDDM2007: Domain Driven Data Mining.

[BibT_eX]

[DOI]

SIGKDD Explorations, 2007

Handicapping attacker's confidence: an alternative to k -anonymization.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

CPU load shedding for binary stream joins.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

Hiding Sensitive Frequent Itemsets by a Border-Based Approach.

[BibT_eX]

[DOI]

Xingzhi Sun

JCSE, 2007

Domain-Driven, Actionable Knowledge Discovery.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2007

CrossClus: user-guided multi-relational clustering.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2007

A new method to measure the semantic similarity of GO terms.

[BibT_eX]

[DOI]

James Zijun Wang

Zhidian Du

Rapeeporn Payattakool

Chin-Fu Chen

Bioinform., 2007

A Distributed Infrastructure Supporting Personalized Services for the Mobile Web.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Wireless and Mobile Computing, 2007

Graph Indexing: Tree + Delta >= Graph.

[BibT_eX]

[DOI]

Peixiang Zhao

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Time Series Compressibility and Privacy.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Executing Stream Joins on the Cell Processor.

[BibT_eX]

[DOI]

Rajesh Bordawekar

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

CellSort: High Performance Sorting on the Cell Processor.

[BibT_eX]

[DOI]

Rajesh Bordawekar

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Towards Graph Containment Search and Indexing.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Resource-adaptive real-time new event detection.

[BibT_eX]

[DOI]

Chunqiang Tang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

BLINKS: ranked keyword searches on graphs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

A System for Keyword Search on Textual Streams.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

On Anonymization of String Data.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

On Privacy-Preservation of Text and Sparse Binary Data with Sketches.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Visual Exploration of Genomic Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

gPrune: A Constraint Pushing Framework for Graph Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

GraphScope: parameter-free mining of large time-evolving graphs.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

A probabilistic framework for relational clustering.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Time-dependent event hierarchy construction.

[BibT_eX]

[DOI]

Huan Liu

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

On string classification in data streams.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

A graph-based approach to systematically reconstruct human transcriptional regulatory modules.

[BibT_eX]

[DOI]

Xianghong Jasmine Zhou

Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

BridgeNet: An Adaptive Multi-Source Stream Dissemination Overlay Network.

[BibT_eX]

[DOI]

Zhen Wen

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Relational clustering by symmetric convex coding.

[BibT_eX]

[DOI]

Xiaoyun Wu

Proceedings of the Machine Learning, 2007

Toward Self-Managed Media Stream Processing Service Overlays.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Efficient Discovery of Frequent Approximate Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Community Learning by Graph Approximation.

[BibT_eX]

[DOI]

Xiaoyun Xu

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Mining Colossal Frequent Patterns by Core Pattern Fusion.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Object Distinction: Distinguishing Objects with Identical Names.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

SAO: A Stream Index for Answering Linear Optimization Queries.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

GString: A Novel Approach for Efficient Search in Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Adaptive Load Diffusion for Multiway Windowed Stream Joins.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

A Load Shedding Framework and Optimizations for M-way Windowed Stream Joins.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Lira: Lightweight, Region-aware Load Shedding in Mobile CQ Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

On Temperature-Aware Scheduling for Single-Processor Systems.

[BibT_eX]

[DOI]

Deepak Rajan

Proceedings of the High Performance Computing, 2007

An Efficient Online Tool to Search Top-N Genes with Similar Biological Functions in Gene Ontology Database.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

TS-Trees: A Non-Alterable Search Tree Index for Trustworthy Databases on Write-Once-Read-Many (WORM) Storage.

[BibT_eX]

[DOI]

Man Ki Mag Lau

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

Graph Partitioning Based on Link Distributions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Feature-based similarity search in graph structures.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2006

Efficient Classification across Multiple Database Relations: A CrossMine Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Incremental Processing of Continual Range Queries over Moving Objects.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Discovering Frequent Closed Partial Orders from Strings.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Processing Moving Queries over Moving Objects Using Motion-Adaptive Indexes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Text Classification without Negative Examples Revisit.

[BibT_eX]

[DOI]

Hongjun Lu

IEEE Trans. Knowl. Data Eng., 2006

A Framework for On-Demand Classification of Evolving Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

A Holistic Approach for Resource-aware Adaptive Data Stream Mining.

[BibT_eX]

[DOI]

Mohamed Medhat Gaber

New Gener. Comput., 2006

Query indexing with containment-encoded intervals for efficient stream processing.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Catch the moment: maintaining closed frequent itemsets over a data stream sliding window.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Detection and Classification of Changes in Evolving Data Streams.

[BibT_eX]

[DOI]

Mohamed Medhat Gaber

Int. J. Inf. Technol. Decis. Mak., 2006

Structural Periodic Measures for Time-Series Data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2006

On-Demand Index for Efficient Structural Joins.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management, 2006

LinkClus: Efficient Clustering via Heterogeneous Semantic Links.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

On Range Query Indexing for Efficient Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Sensor Networks, 2006

Optimal multi-scale patterns in time series streams.

[BibT_eX]

[DOI]

Spiros Papadimitriou

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

A Framework for Clustering Massive Text and Categorical Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

A framework for resource-aware knowledge discovery in data streams: a holistic approach with its application to clustering.

[BibT_eX]

[DOI]

Mohamed Medhat Gaber

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Discovering Overlapping Communities of Named Entities.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

ViCo: an adaptive distributed video correlation system.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Suppressing model overfitting in mining concept-drifting data streams.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Unsupervised learning on k-partite graphs.

[BibT_eX]

[DOI]

Xiaoyun Wu

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

GPLAG: detection of software plagiarism by program dependence graph analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

A general framework for accurate and fast regression by data summarization in random decision trees.

[BibT_eX]

[DOI]

Joe McCloskey

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Global distance-based segmentation of trajectories.

[BibT_eX]

[DOI]

Aris Anagnostopoulos

Marios Hadjieleftheriou

Eamonn J. Keogh

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Spectral clustering for multi-type relational data.

[BibT_eX]

[DOI]

Xiaoyun Wu

Proceedings of the Machine Learning, 2006

LOCI: Load Shedding through Class-Preserving Data Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Finding "Who Is Talking to Whom" in VoIP Networks via Progressive Stream Clustering.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams.

[BibT_eX]

[DOI]

Jimeng Sun

Spiros Papadimitriou

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Discovering Partial Orders in Binary Data.

[BibT_eX]

[DOI]

Deepak Rajan

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Local Correlation Tracking in Time Series.

[BibT_eX]

[DOI]

Spiros Papadimitriou

Jimeng Sun

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery.

[BibT_eX]

[DOI]

Hong Cheng

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Searching Substructures with Superimposed Distance.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Dual Labeling: Answering Graph Reachability Queries in Constant Time.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Mining, Indexing, and Similarity Search in Graphs and Complex Structures.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Slide: Streaming and Load-Adaptive Periodicity Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Resource Adaptive Periodicity Estimation of Streaming Data.

[BibT_eX]

[DOI]

Deepak S. Turaga

Proceedings of the Advances in Database Technology, 2006

Multi-query SQL Progress Indicators.

[BibT_eX]

[DOI]

Jeffrey F. Naughton

Proceedings of the Advances in Database Technology, 2006

Fast Computation of Reachability Labeling for Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

Continuous keyword search on multiple text streams.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Mining Community Structure of Named Entities from Web Pages and Blogs.

[BibT_eX]

[DOI]

Proceedings of the Computational Approaches to Analyzing Weblogs, 2006

Classification Spanning Private Databases.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

An effective and efficient algorithm for high-dimensional outlier detection.

[BibT_eX]

[DOI]

VLDB J., 2005

Graph indexing based on discriminative frequent structure analysis.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2005

WebKDD 2005: web mining and web usage analysis post-workshop report.

[BibT_eX]

[DOI]

SIGKDD Explorations, 2005

Demand-driven frequent itemset mining using pattern structures.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2005

Efficient Processing of Continual Range Queries for Location-Aware Mobile Services.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, 2005

An Improved Biclustering Method for Analyzing Gene Expression Profiles.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

On High Dimensional Projected Clustering of Data Streams.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2005

Efficient structural joins with on-the-fly indexing.

[BibT_eX]

[DOI]

Proceedings of the 14th international conference on World Wide Web, 2005

Adding the Temporal Dimension to Search - A Case Study in Publication Search.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Parameter Free Bursty Events Detection in Text Streams.

[BibT_eX]

[DOI]

Hongjun Lu

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Loadstar: Load Shedding in Data Stream Mining.

[BibT_eX]

[DOI]

Yun Chi

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Substructure Similarity Search in Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Building Decision Trees on Records Linked through Key References.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Near-Neighbor Search in Pattern Distance Spaces.

[BibT_eX]

[DOI]

Chang-Shing Perng

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

On Periodicity Detection and Structural Periodic Similarity.

[BibT_eX]

[DOI]

Vittorio Castelli

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Iterative Mining for Rules with Constrained Antecedents.

[BibT_eX]

[DOI]

Zheng Sun

Xiang-Yang Li

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Pushing Feature Selection Ahead Of Join.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Loadstar: A Load Shedding Scheme for Classifying Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

On Variable Constraints in Privacy Preserving Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Online Analysis of Community Evolution in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

A Two-Level Distributed Architecture for Efficient Web Content Adaptation and Delivery.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet (SAINT 2005), 31 January, 2005

Fast Burst Correlation of Financial Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

A Multi-metric Index for Euclidean and Periodic Matching.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

On Incremental Processing of Continual Range Queries for Location-Aware Services and Applications.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2005), 2005

Supporting multi-party voice-over-IP services with peer-to-peer stream processing.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM International Conference on Multimedia, 2005

Adaptive Load Diffusion for Stream Joins.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2005, ACM/IFIP/USENIX, 6th International Middleware Conference, Grenoble, France, November 28, 2005

Cross-relational clustering with user's guidance.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Pattern-based similarity search for microarray data.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Co-clustering by block value decomposition.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

On Clustering Techniques for Change Diagnosis in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005

Mining Evolving Streams with Resource Adaptive Computation.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

CSR: Speaker Recognition from Compressed VoIP Packet Stream.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Template-Based Privacy Preservation in Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Border-Based Approach for Hiding Sensitive Frequent Itemsets.

[BibT_eX]

[DOI]

Xingzhi Sun

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Efficiently Mining Frequent Closed Partial Orders.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Combining Multiple Clusterings by Soft Correspondence.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Focused Community Discovery.

[BibT_eX]

[DOI]

Kirsten Hildrum

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Online Mining of Data Streams: Applications, Techniques and Progress.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Text Classification without Labeled Negative Documents.

[BibT_eX]

[DOI]

Hongjun Lu

Proceedings of the 21st International Conference on Data Engineering, 2005

Top-Down Specialization for Information and Privacy Preservation.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Optimal Component Composition for Scalable Stream Processing.

[BibT_eX]

[DOI]

Klara Nahrstedt

Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

Data Stream Mining and Resource Adaptive Computation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

Rotation invariant indexing of shapes and line drawings.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Integrating DCT and DWT for approximating cube streams.

[BibT_eX]

[DOI]

Ming-Jyh Hsieh

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Compact reachability labeling for graph-structured data.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Adaptive load shedding for windowed stream joins.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Mining Data Streams.

[BibT_eX]

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

Segmentation of multimedia streams for proxy caching.

[BibT_eX]

[DOI]

Joel L. Wolf

IEEE Trans. Multimedia, 2004

EIC Editorial.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Editorial: State of the Transactions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

On Using Partial Supervision for Text Categorization.

[BibT_eX]

[DOI]

Stephen C. Gates

IEEE Trans. Knowl. Data Eng., 2004

Discovering High-Order Periodic Patterns.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2004

WAR: Weighted Association Rules for Item Intensities.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2004

Utility computing SLA management based upon business objectives.

[BibT_eX]

[DOI]

IBM Syst. J., 2004

Mining Surprising Periodic Patterns.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2004

On the temporal dimension of search.

[BibT_eX]

[DOI]

Proceedings of the 13th international conference on World Wide Web, 2004

Shingle-Based Query Indexing for Location-Based Mobile E-Commerce.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on E-Commerce Technology (CEC 2004), 2004

A Framework for Projected Clustering of High Dimensional Data Streams.

[BibT_eX]

[DOI]

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

BASS: Approximate Search on Large String Databases.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

A Fast Algorithm for Subspace Clustering by Pattern Similarity.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Graph Indexing: A Frequent Structure-based Approach.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Resource-Aware Mining with Variable Granularities in Data Streams.

[BibT_eX]

[DOI]

Wei-Guang Teng

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Active Mining of Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

VCR indexing for fast event matching for highly-overlapping range predicates.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Mining of Evolving Data Streams with Privacy Preservation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Processing Continual Range Queries over Moving Objects Using VCR-Based Query Indexes.

[BibT_eX]

[DOI]

Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004

Analysis of Peer-to-Peer Systems: Workload Characterization and Effects on Traffic Cacheability.

[BibT_eX]

[DOI]

Mauro Andreolini

Riccardo Lancellotti

Proceedings of the 12th International Workshop on Modeling, 2004

On demand classification of data streams.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Bottom-Up Generalization: A Data Mining Solution to Privacy Protection.

[BibT_eX]

[DOI]

Sourav Chakraborty

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams.

[BibT_eX]

[DOI]

Yi-an Huang

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Indexing Continual Range Queries with Covering Tiles for Fast Locating of Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCS 2004 Workshops), 2004

Indexing Continual Range Queries for Location-Aware Mobile Services.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on e-Technology, 2004

Mining Extremely Skewed Trading Anomalies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2004

A Condensation Approach to Privacy Preserving Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2004

CrossMine: Efficient Classification Across Multiple Database Relations.

[BibT_eX]

[DOI]

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Interval query indexing for efficient stream processing.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Motion adaptive indexing for moving continual queries over moving objects.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Monitoring Continual Range Queries.

[BibT_eX]

[DOI]

Proceedings of the Advanced Web Technologies and Applications, 2004

Text Classification by Labeling Words.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Request Redirection Algorithms for Distributed Web Systems.

[BibT_eX]

[DOI]

Valeria Cardellini

Michele Colajanni

IEEE Trans. Parallel Distrib. Syst., 2003

Editorial: AE Introduction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Editorial: New AE Introduction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Mining Asynchronous Periodic Patterns in Time Series Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Optimizing Index Allocation for Sequential Data Broadcasting in Wireless Mobile Computing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Data Mining: How Research Meets Practical Development?

[BibT_eX]

[DOI]

Xindong Wu

Gregory Piatetsky-Shapiro

Knowl. Inf. Syst., 2003

Replication for Load Balancing and Hot-Spot Relief on Proxy Web Caches with Hash Routing.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2003

Guest Editorial: Text and Web Mining.

[BibT_eX]

[DOI]

Ah-Hwee Tan

Appl. Intell., 2003

Scoring the Data Using Association Rules.

[BibT_eX]

[DOI]

Appl. Intell., 2003

Cooperative TransCaching: A System of Distributed Proxy Servers for Web Content Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Cooperative Architectures and Algorithms for Discovery and Transcoding of Multi-Version Content.

[BibT_eX]

[DOI]

Proceedings of the Web Content Caching and Distribution, 8th International Workshop, 2003

A Regression-Based Temporal Pattern Mining Scheme for Data Streams.

[BibT_eX]

[DOI]

Wei-Guang Teng

Proceedings of 29th International Conference on Very Large Data Bases, 2003

A Framework for Clustering Evolving Data Streams.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

ViST: A Dynamic Index Method for Querying XML Data by Tree Structures.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

STAMP: On Discovery of Statistically Important Pattern Repeats in Long Sequential Data.

[BibT_eX]

[DOI]

Proceedings of the Third SIAM International Conference on Data Mining, 2003

Applying data mining in investigating money laundering crimes.

[BibT_eX]

[DOI]

John J. Salerno

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Mining concept-drifting data streams using ensemble classifiers.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Managing eBusiness on Demand SLA Contracts in Business Terms Using the Cross-SLA Execution Manager SAM.

[BibT_eX]

[DOI]

Syed Umair Ahmed Shah

Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS 2003), 2003

Inductive Learning in Less Than One Sequential Data Scan.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Epi-SPIRE: a system for environmental and public health activity monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

MaPle: A Fast Algorithm for Maximal Pattern-based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Building Text Classifiers Using Positive and Unlabeled Examples.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Is random model better? On its accuracy and efficiency.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Indexing Weighted-Sequences in Large Databases.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Data Engineering, 2003

New Algorithms for Content-Based Publication-Subscription Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

Enhanced Biclustering on Expression Data.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003

2002

Introducing the New AEs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2002

A Performance Study of Robust Load Sharing Strategies for Distributed Heterogeneous Web Server Systems.

[BibT_eX]

[DOI]

Michele Colajanni

IEEE Trans. Knowl. Data Eng., 2002

Redefining Clustering for High-Dimensional Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2002

Fast Algorithms for Online Generation of Profile Association Rules.

[BibT_eX]

[DOI]

Zheng Sun

IEEE Trans. Knowl. Data Eng., 2002

Finding Localized Associations in Market Basket Data.

[BibT_eX]

[DOI]

Cecilia Magdalena Procopiuc

IEEE Trans. Knowl. Data Eng., 2002

Adaptive Piggybacking Schemes for Video-On-Demand Systems.

[BibT_eX]

[DOI]

Joel L. Wolf