Hui Xiong

According to our database1, Hui Xiong
  • authored at least 278 papers between 2000 and 2017.
  • has a "Dijkstra number"2 of four.

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Bibliography

2017
Discerning individual interests and shared interests for social user profiling.
World Wide Web, 2017

A Unified Framework for Metric Transfer Learning.
IEEE Trans. Knowl. Data Eng., 2017

A Proactive Workflow Model for Healthcare Operation and Management.
IEEE Trans. Knowl. Data Eng., 2017

An Influence Propagation View of PageRank.
TKDD, 2017

Modeling Buying Motives for Personalized Product Bundle Recommendation.
TKDD, 2017

A Unified Framework for Concurrent Pedestrian and Cyclist Detection.
IEEE Trans. Intelligent Transportation Systems, 2017

Fast affinity propagation clustering based on incomplete similarity matrix.
Knowl. Inf. Syst., 2017

Intelligent bus routing with heterogeneous human mobility patterns.
Knowl. Inf. Syst., 2017

Efficient karaoke song recommendation via multiple kernel learning approximation.
Neurocomputing, 2017

Discovery of Evolving Semantics through Dynamic Word Embedding Learning.
CoRR, 2017

REMIX: Automated Exploration for Interactive Outlier Detection.
CoRR, 2017

A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users.
CoRR, 2017

Learning to Recommend Accurate and Diverse Items.
Proceedings of the 26th International Conference on World Wide Web, 2017

Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Detection-level fusion for multi-object perception in dense traffic environment.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Discovery of Jump Breaks in Joint Volatility for Volume and Price of High-Frequency Trading Data in China.
Proceedings of the Knowledge Science, Engineering and Management, 2017

Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Data-driven Process Recommender Framework.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Point-of-Interest Demand Modeling with Human Mobility Patterns.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Prospecting the Career Development of Talents: A Survival Analysis Perspective.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

REMIX: Automated Exploration for Interactive Outlier Detection.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Collaborative Company Profiling: Insights from an Employee's Perspective.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A Novel Point-to-Point Energy Transmission Voltage Equalizer for Series-Connected Supercapacitors.
IEEE Trans. Vehicular Technology, 2016

Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps.
IEEE Trans. Mob. Comput., 2016

Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization.
IEEE Trans. Knowl. Data Eng., 2016

Structural Analysis of User Choices for Mobile App Recommendation.
TKDD, 2016

Modeling of Geographic Dependencies for Real Estate Ranking.
TKDD, 2016

Tracking the evolution of social emotions with topic models.
Knowl. Inf. Syst., 2016

A scan matching simultaneous localization and mapping algorithm based on particle filter.
Industrial Robot, 2016

SocoTraveler: Travel-package recommendations leveraging social influence of different relationship types.
Information & Management, 2016

Instance-based credit risk assessment for investment decisions in P2P lending.
European Journal of Operational Research, 2016

Fused latent models for assessing product return propensity in online commerce.
Decision Support Systems, 2016

Special Issue Editorial.
Data Science and Engineering, 2016

Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling.
CoRR, 2016

Structural Analysis of User Choices for Mobile App Recommendation.
CoRR, 2016

The Impact of Community Safety on House Ranking.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Topic Modeling of Short Texts: A Pseudo-Document View.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Recruitment Market Trend Analysis with Sequential Latent Variable Models.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Days on Market: Measuring Liquidity in Real Estate Markets.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Talent Circle Detection in Job Transition Networks.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Data-driven Automatic Treatment Regimen Development and Recommendation.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Unified Point-of-Interest Recommendation with Temporal Interval Assessment.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A new benchmark for vision-based cyclist detection.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Impact of green signal countdown devices on driving behavior using Cellular Automaton model.
Proceedings of the IEEE International Smart Cities Conference, 2016

The correlation between human mobility and socio-demographic in megacity.
Proceedings of the IEEE International Smart Cities Conference, 2016

Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

An efficient scheduling scheme for layered belief propagation decoding of regular LDPC codes.
Proceedings of the 8th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2016

Prediction and separation of synchronous-networking frequency hopping signals based on RBF neural network.
Proceedings of the 8th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2016

To be or Not to be Friends: Exploiting Social Ties for Venture Investments.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

POI Recommendation: A Temporal Matching between POI Popularity and User Regularity.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Characterizing the life cycle of point of interests using human mobility patterns.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Ensemble of Anchor Adapters for Transfer Learning.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Buyer targeting optimization: A unified customer segmentation perspective.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2015
Locating targets through mention in Twitter.
World Wide Web, 2015

An Adaptive Framework Coping with Dynamic Target Speed for Device-Free Passive Localization.
IEEE Trans. Mob. Comput., 2015

Discovery of Ranking Fraud for Mobile Apps.
IEEE Trans. Knowl. Data Eng., 2015

Discovering Urban Functional ZonesUsing Latent Activity Trajectories.
IEEE Trans. Knowl. Data Eng., 2015

K-Means-Based Consensus Clustering: A Unified View.
IEEE Trans. Knowl. Data Eng., 2015

A General Geographical Probabilistic Factor Model for Point of Interest Recommendation.
IEEE Trans. Knowl. Data Eng., 2015

Occupancy-Based Frequent Pattern Mining*.
TKDD, 2015

Popularity Modeling for Mobile Apps: A Sequential Approach.
IEEE Trans. Cybernetics, 2015

Evaluation of measurement and stimulation patterns in open electrical impedance tomography with scanning electrode.
Med. Biol. Engineering and Computing, 2015

The nonlinear variation regularization algorithm for the magnetic resonance electrical impedance tomography.
Int. J. Imaging Systems and Technology, 2015

Robust TDOA Localization Algorithm for Asynchronous Wireless Sensor Networks.
IJDSN, 2015

Remix in 3D Printing: What your Sources say About You.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Personalized Mobile App Recommendation: Reconciling App Functionality and User Privacy Preference.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Multi-source Information Fusion for Personalized Restaurant Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Convex Matrix Completion: A Trace-Ball Optimization Perspective.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Exploring the Impact of Dynamic Mutual Influence on Social Event Participation.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Real Estate Ranking via Mixed Land-use Latent Models.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Representation Learning via Semi-Supervised Autoencoder for Multi-task Learning.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Learning Career Mobility and Human Activity Patterns for Job Change Analysis.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

The Impact of Patent Activities on Stock Dynamics in the High-Tech Sector.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining Indecisiveness in Customer Behaviors.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Station Site Optimization in Bike Sharing Systems.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Discovery of College Students in Financial Hardship.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A Discovery System for Finding High-Value Homes.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Understanding and modelling information dissemination patterns in vehicle-to-vehicle networks.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
Mining Blackhole and Volcano Patterns for Fraud Detection.
Encyclopedia of Social Network Analysis and Mining, 2014

Ranking user authority with relevant knowledge categories for expert finding.
World Wide Web, 2014

Topic formation and development: a core-group evolving process.
World Wide Web, 2014

Cost-Aware Collaborative Filtering for Travel Tour Recommendations.
ACM Trans. Inf. Syst., 2014

Mobile App Classification with Enriched Contextual Information.
IEEE Trans. Mob. Comput., 2014

A Cocktail Approach for Travel Package Recommendation.
IEEE Trans. Knowl. Data Eng., 2014

Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach.
TKDD, 2014

Mining Mobile User Preferences for Personalized Context-Aware Recommendation.
ACM TIST, 2014

Object-Oriented Travel Package Recommendation.
ACM TIST, 2014

Triplex Transfer Learning: Exploiting Both Shared and Distinct Concepts for Text Classification.
IEEE Trans. Cybernetics, 2014

Product Line Design with Seller-Induced Learning.
Management Science, 2014

Learning to annotate via social interaction analytics.
Knowl. Inf. Syst., 2014

High-dimensional clustering: a clique-based hypergraph partitioning framework.
Knowl. Inf. Syst., 2014

Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval.
CoRR, 2014

User Preference Learning with Multiple Information Fusion for Restaurant Recommendation.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Mobile app recommendations with security and privacy awareness.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A cost-effective recommender system for taxi drivers.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Temporal skeletonization on sequential data: patterns, categorization, and visualization.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Proactive workflow modeling by stochastic processes with application to healthcare operation and management.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Sequential Pattern Analysis with Right Granularity.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Technology Prospecting for High Tech Companies through Patent Mining.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Multi-task Multi-view Learning for Heterogeneous Tasks.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Predicting the Popularity of Online Serials with Autoregressive Models.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Déjà Vu: Assessing Similarity between Service Contracts for Risk Prediction.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining.
IEEE Trans. Knowl. Data Eng., 2013

Ranking Metric Anomaly in Invariant Networks.
TKDD, 2013

Introduction to special section on intelligent mobile knowledge discovery and management systems.
ACM TIST, 2013

Understanding and Enhancement of Internal Clustering Validation Measures.
IEEE Trans. Cybernetics, 2013

SAIL: Summation-bAsed Incremental Learning for Information-Theoretic Text Clustering.
IEEE Trans. Cybernetics, 2013

A Survey of Context-Aware Mobile Recommendations.
International Journal of Information Technology and Decision Making, 2013

Product Line Design with Deliberation Costs: A Two-Stage Process.
Decision Analysis, 2013

Empirical Innovation of Computational Dual-Loop Models for Identifying Vehicle Classifications against Varied Traffic Conditions.
Comp.-Aided Civil and Infrastruct. Engineering, 2013

Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Learning geographical preferences for point-of-interest recommendation.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

PageRank with Priors: An Influence Propagation Perspective.
Proceedings of the IJCAI 2013, 2013

A Theoretic Framework of K-Means-Based Consensus Clustering.
Proceedings of the IJCAI 2013, 2013

Ranking fraud detection for mobile apps: a holistic view.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

VMRaS: A Novel Virtual Machine Risk Assessment Scheme in the Cloud Environment.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

Clustering Validation Measures.
Data Clustering: Algorithms and Applications, 2013

2012
Adapting the Right Measures for Pattern Discovery: A Unified View.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Semantics-Based Automated Service Discovery.
IEEE Trans. Services Computing, 2012

Detecting and Tracking Topics and Events from Web Search Logs.
ACM Trans. Inf. Syst., 2012

Erratum to "Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification".
IEEE Trans. Knowl. Data Eng., 2012

Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification.
IEEE Trans. Knowl. Data Eng., 2012

On the Deep Order-Preserving Submatrix Problem: A Best Effort Approach.
IEEE Trans. Knowl. Data Eng., 2012

A Generalization of Distance Functions for Fuzzy c -Means Clustering With Centroids of Arithmetic Means.
IEEE Trans. Fuzzy Systems, 2012

Information propagation in online social networks: a tie-strength perspective.
Knowl. Inf. Syst., 2012

An unsupervised approach to modeling personalized contexts of mobile users.
Knowl. Inf. Syst., 2012

Stochastic Unsupervised Learning on Unlabeled Data.
Proceedings of the Unsupervised and Transfer Learning, 2012

Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization.
Inf. Sci., 2012

Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning.
Neurocomputing, 2012

Mining blackhole and volcano patterns in directed graphs: a general approach.
Data Min. Knowl. Discov., 2012

A Linear Circuit Model For Social Influence
CoRR, 2012

A Social Influence Model Based On Circuit Theory
CoRR, 2012

Link Graph Analysis for Business Site Selection.
IEEE Computer, 2012

Which Distance Metric is Right: An Evolutionary K-Means View.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Influential seed items recommendation.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

BP-growth: Searching Strategies for Efficient Behavior Pattern Mining.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Mining Personal Context-Aware Preferences for Mobile Users.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Adaptive fuzzy control of MIMO non-linear system with dead zone compensation.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Exploiting enriched contextual information for mobile app classification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Multifocal learning for customer problem analysis.
ACM TIST, 2011

Exploiting associations between word clusters and document classes for cross-domain text categorization.
Statistical Analysis and Data Mining, 2011

Checkpoint evolution for volatile correlation computing.
Machine Learning, 2011

Special issue on "context-aware data mining (CADM)".
Knowl. Inf. Syst., 2011

Exploiting probabilistic topic models to improve text categorization under class imbalance.
Inf. Process. Manage., 2011

Cellular automaton simulation of counter flow with paired pedestrians.
Int. J. Computational Intelligence Systems, 2011

Edge Eigenface Weighted Hausdorff Distance for Face Recognition.
Int. J. Computational Intelligence Systems, 2011

A semantic term weighting scheme for text categorization.
Expert Syst. Appl., 2011

Scaling up top-K cosine similarity search.
Data Knowl. Eng., 2011

On multi-type reverse nearest neighbor search.
Data Knowl. Eng., 2011

Collaborative filtering with collective training.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Enhancing investment decisions in P2P lending: an investor composition perspective.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Cost-aware travel tour recommendation.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A taxi business intelligence system.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

An efficient SVM-based method for multi-class network traffic classification.
Proceedings of the 30th IEEE International Performance Computing and Communications Conference, 2011

Personalized Travel Package Recommendation.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

A Taxi Driving Fraud Detection System.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Towards expert finding by leveraging relevant categories in authority ranking.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Achieving Guaranteed Anonymity in GPS Traces via Uncertainty-Aware Path Cloaking.
IEEE Trans. Mob. Comput., 2010

Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective.
IEEE Trans. Knowl. Data Eng., 2010

Validation of overlapping clustering: A random clustering perspective.
Inf. Sci., 2010

High-dimensional kNN joins with incremental updates.
GeoInformatica, 2010

COG: local decomposition for rare class analysis.
Data Min. Knowl. Discov., 2010

An Approach to Intra-Pulse Modulation Recognition Based on the Ambiguity Function.
CSSP, 2010

Detecting Blackholes and Volcanoes in Directed Networks
CoRR, 2010

Exploiting Associations between Word Clusters and Document Classes for Cross-Domain Text Categorization.
Proceedings of the SIAM International Conference on Data Mining, 2010

Transcutaneous Coupling Implantable Stimulator.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

An energy-efficient mobile recommender system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Direction clustering for characterizing movement patterns.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Performing Joint Learning for Passive Intrusion Detection in Pervasive Wireless Environments.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Clustering High-frequency Stock Data for Trading Volatility Analysis.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Understanding of Internal Clustering Validation Measures.
Proceedings of the ICDM 2010, 2010

Detecting Blackhole and Volcano Patterns in Directed Networks.
Proceedings of the ICDM 2010, 2010

An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users.
Proceedings of the ICDM 2010, 2010

Collaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Exploiting user interests for collaborative filtering: interests expansion via personalized ranking.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Top-Eye: top-k evolving trajectory outlier detection.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Pattern Preserving Clustering.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A Data Distribution View of Clustering Algorithms.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization.
IEEE Trans. Knowl. Data Eng., 2009

Characterizing pattern preserving clustering.
Knowl. Inf. Syst., 2009

Object discovery in high-resolution remote sensing images: a semantic perspective.
Knowl. Inf. Syst., 2009

Towards understanding hierarchical clustering: A data distribution perspective.
Neurocomputing, 2009

External validation measures for K-means clustering: A data distribution perspective.
Expert Syst. Appl., 2009

Towards controlling virus propagation in information systems with point-to-group information sharing.
Decision Support Systems, 2009

Mining globally distributed frequent subgraphs in a single labeled graph.
Data Knowl. Eng., 2009

A Class of Model and Computational Intelligence in Supply Chain Network Design Considering Retailer Satisfaction.
Proceedings of the 2009 Pacific-Asia Conference on Circuits, Communications and Systems, 2009

Adapting the right measures for K-means clustering.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Multi-focal learning and its application to customer service support.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Efficient Discovery of Confounders in Large Data Sets.
Proceedings of the ICDM 2009, 2009

Multi-type nearest neighbor queries in road networks with time window constraints.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Three Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

What's behind topic formation and development: a perspective of community core groups.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Enhancing recommender systems under volatile userinterest drifts.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Discovery of maximum length frequent itemsets.
Inf. Sci., 2008

Top-k Correlation Computation.
INFORMS Journal on Computing, 2008

Co-Clustering Bipartite with Pattern Preservation for Topic Extraction.
International Journal on Artificial Intelligence Tools, 2008

Adaptive label-driven scaling for latent semantic indexing.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Hypergraph partitioning for document clustering: a unified clique perspective.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Volatile correlation computation: a checkpoint view.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

SAIL: summation-based incremental learning for information-theoretic clustering.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Genetic-guided semi-supervised clustering algorithm with instance-level constraints.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Data clustering using virtual population based incremental learning algorithm with similarity matrix encoding strategy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Secure information sharing and analysis for effective emergency management.
Proceedings of the 9th Annual International Conference on Digital Government Research, 2008

Transfer learning from multiple source domains via consensus regularization.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
On the strength of hyperclique patterns for text categorization.
Inf. Sci., 2007

Mining maximal hyperclique pattern: A hybrid search strategy.
Inf. Sci., 2007

Co-Preserving Patterns in Bipartite Partitioning for Topic Identification.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Local decomposition for rare class analysis.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Enhancing semi-supervised clustering: a feature projection perspective.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Distributed classification in peer-to-peer networks.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

The minimum consistent subset cover problem and its applications in data mining.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

An Adaptive Semantic Filter for Blue Gene/L Failure Log Analysis.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

A Generalization of Proximity Functions for K-Means.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Failure Prediction in IBM BlueGene/L Event Logs.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Preserving privacy in gps traces via uncertainty-aware path cloaking.
Proceedings of the 2007 ACM Conference on Computer and Communications Security, 2007

2006
Privacy leakage in multi-relational databases: a semi-supervised learning perspective.
VLDB J., 2006

TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases.
IEEE Trans. Knowl. Data Eng., 2006

Enhancing Data Analysis with Noise Removal.
IEEE Trans. Knowl. Data Eng., 2006

Enhancing Security and Privacy in Traffic-Monitoring Systems.
IEEE Pervasive Computing, 2006

Privacy preservation for data cubes.
Knowl. Inf. Syst., 2006

A cubic-wise balance approach for privacy preservation in data cubes.
Inf. Sci., 2006

Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques.
IJDMB, 2006

Mining Co-Location Patterns with Rare Events from Spatial Data Sets.
GeoInformatica, 2006

Hyperclique pattern discovery.
Data Min. Knowl. Discov., 2006

Web Service Discovery via Semantic Association Ranking and Hyperclique Pattern Discovery.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Enhancing Privacy Preservation of Anonymous Location Sampling Techniques in Traffic Monitoring Systems.
Proceedings of the Second International Conference on Security and Privacy in Communication Networks and the Workshops, 2006

Scan Detection: A Data Mining Approach.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Mining Quantitative Maximal Hyperclique Patterns: A Summary of Results.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

K-means clustering versus validation measures: a data distribution perspective.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Exploiting a page-level upper bound for multi-type nearest neighbor queries.
Proceedings of the 14th ACM International Symposium on Geographic Information Systems, 2006

Adapting association patterns for text categorization: weaknesses and enhancements.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition.
IEEE Trans. Knowl. Data Eng., 2005

Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery.
Proceedings of the Biocomputing 2005, 2005

Privacy leakage in multi-relational databases via pattern based semi-supervised learning.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Discovering Colocation Patterns from Spatial Data Sets: A General Approach.
IEEE Trans. Knowl. Data Eng., 2004

The Architectural Design of FRUIT: A Family of Retargetable User Interface Tools.
Proceedings of the International Conference on Software Engineering Research and Practice, 2004

HICAP: Hierarchical Clustering with Pattern Preservation.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

A Design of Metadata Server Cluster in Large Distributed Object-based Storage.
Proceedings of the 21st IEEE Conference on Mass Storage Systems and Technologies / 12th NASA Goddard Conference on Mass Storage Systems and Technologies, 2004

An iSCSI Design and Implementation.
Proceedings of the 21st IEEE Conference on Mass Storage Systems and Technologies / 12th NASA Goddard Conference on Mass Storage Systems and Technologies, 2004

IDR/QR: an incremental dimension reduction algorithm via QR decomposition.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

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

A Hybrid Approach for Mining Maixmal Hyperclique Patterns.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

An ISCSI design over wireless network.
Proceedings of the 12th IEEE International Conference on Networks, 2004

Data Declustering with Replications.
Proceedings of the Database Systems for Advances Applications, 2004

2003
Mining Confident Colocation Rules without A Support Threshold.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

A New Clustering Algorithm for Transaction Data via Caucus.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2000
Adapting the right web pages to the right users.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000


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