Tao Li
According to our database1,
Tao Li
authored at least 313 papers
between 2002 and 2018.
Collaborative distances:
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Bibliography
2018
Event summarization for sports games using twitter streams.
World Wide Web, 2018
Trouble Ticket Routing Models and Their Applications.
IEEE Trans. Network and Service Management, 2018
PatSearch: an integrated framework for patentability retrieval.
Knowl. Inf. Syst., 2018
Recurrent neural system with minimum complexity: A deep learning perspective.
Neurocomputing, 2018
City Disaster Susceptibility Comparisons using Weighted Bipartite Graphs.
IJNGC, 2018
Signature based trouble ticket classification.
Future Generation Comp. Syst., 2018
A novel data-driven stock price trend prediction system.
Expert Syst. Appl., 2018
Noise-tolerance matrix completion for location recommendation.
Data Min. Knowl. Discov., 2018
Differentially private classification with decision tree ensemble.
Appl. Soft Comput., 2018
Online Incentive Mechanism for Mobile Crowdsourcing Based on Two-Tiered Social Crowdsourcing Architecture.
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018
Context-Sensitive Neural Sentiment Classification.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018
RevMap: A Visualized Framework for Holistic View of Reviews.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018
Discovering Multiple Time Lags of Temporal Dependencies from Fluctuating Events.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018
2017
Aspect identification and ratings inference for hotel reviews.
World Wide Web, 2017
Guest editorial: WWWJ special issue of the 16th International Conference on Web Information Systems Engineering (WISE 2015).
World Wide Web, 2017
Knowledge Guided Hierarchical Multi-Label Classification Over Ticket Data.
IEEE Trans. Network and Service Management, 2017
Deep belief echo-state network and its application to time series prediction.
Knowl.-Based Syst., 2017
Private classification with limited labeled data.
Knowl.-Based Syst., 2017
FIU-Miner (a fast, integrated, and user-friendly system for data mining) and its applications.
Knowl. Inf. Syst., 2017
Recent advances in feature selection and its applications.
Knowl. Inf. Syst., 2017
A survey on expert finding techniques.
J. Intell. Inf. Syst., 2017
FIMI: A Constant Frugal Incentive Mechanism for Time Window Coverage in Mobile Crowdsensing.
J. Comput. Sci. Technol., 2017
Cluster ensemble selection with constraints.
Neurocomputing, 2017
VRer: Context-Based Venue Recommendation using embedded space ranking SVM in location-based social network.
Expert Syst. Appl., 2017
A Survey on Malware Detection Using Data Mining Techniques.
ACM Comput. Surv., 2017
Data-Driven Techniques in Computing System Management.
ACM Comput. Surv., 2017
Data-Driven Techniques in Disaster Information Management.
ACM Comput. Surv., 2017
PERS: A Personalized and Explainable POI Recommender System.
CoRR, 2017
Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms.
CoRR, 2017
Incentivizing the Biased Requesters: Truthful Task Assignment Mechanisms in Crowdsourcing.
Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017
Mobile Crowd Sensing via Online Communities: Incentive Mechanisms for Multiple Cooperative Tasks.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017
STAR: A System for Ticket Analysis and Resolution.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
FLAP: An End-to-End Event Log Analysis Platform for System Management.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Attention-based recurrent neural network for location recommendation.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017
Named entity recognition for Chinese telecommunications field based on Char2Vec and Bi-LSTMs.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017
SimWalk: Learning network latent representations with social relation similarity.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Weakly-Supervised Dual Generative Adversarial Networks for Makeup-Removal.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
An Advanced Inventory Data Mining System for Business Intelligence.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017
Constructing the Knowledge Base for Cognitive IT Service Management.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
2016
Resolution Recommendation for Event Tickets in Service Management.
IEEE Trans. Network and Service Management, 2016
CSM: A Cloud Service Marketplace for Complex Service Acquisition.
ACM TIST, 2016
Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features.
Knowl.-Based Syst., 2016
Pattern discovery via constraint programming.
Knowl.-Based Syst., 2016
FindMal: A file-to-file social network based malware detection framework.
Knowl.-Based Syst., 2016
Entity disambiguation to Wikipedia using collective ranking.
Inf. Process. Manage., 2016
FIRST: Face Identity Recognition in SmarT Bank.
Int. J. Semantic Computing, 2016
System situation ticket identification using SVMs ensemble.
Expert Syst. Appl., 2016
MAPS: A Multi Aspect Personalized POI Recommender System.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016
Online Context-Aware Recommendation with Time Varying Multi-Armed Bandit.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social Aspects for Personalized POI Recommendation (Invited Paper).
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
DI-DAP: An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Online inference for time-varying temporal dependency discovery from time series.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016
Identifying Relevant Subgraphs in Large Networks.
Proceedings of the Web Technologies and Applications, 2016
2015
Dual Sentiment Analysis: Considering Two Sides of One Review.
IEEE Trans. Knowl. Data Eng., 2015
Recommending Users and Communities in Social Media.
TKDD, 2015
TerraFly GeoCloud: An Online Spatial Data Analysis and Visualization System.
ACM TIST, 2015
Soter: Smart Bracelets for Children's Safety.
ACM TIST, 2015
Label Correlation Mixture Model: A Supervised Generative Approach to Multilabel Spoken Document Categorization.
IEEE Trans. Emerging Topics Comput., 2015
Two approaches for novelty detection using random forest.
Expert Syst. Appl., 2015
Node anomaly detection for homogeneous distributed environments.
Expert Syst. Appl., 2015
Structural damage detection based on posteriori probability support vector machine and Dempster-Shafer evidence theory.
Appl. Soft Comput., 2015
A Classification-Based Demand Trend Prediction Model in Cloud Computing.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Moving Video Mapper and City Recorder with Geo-Referenced Videos.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Aspect and Ratings Inference with Aspect Ratings: Supervised Generative Models for Mining Hotel Reviews.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
File Relation Graph Based Malware Detection Using Label Propagation.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Analyzing File-to-File Relation Network in Malware Detection.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Personalized Recommendation via Parameter-Free Contextual Bandits.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Data-driven solutions for building environmental impact assessment.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
Intelligent malware detection based on file relation graphs.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
PatentCom: A Comparative View of Patent Document Retrieval.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Efficient 4D Non-local Tensor Total-Variation for Low-Dose CT Perfusion Deconvolution.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015
City Recorder: Virtual City Tour Using Geo-referenced Videos.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
Resolution recommendation for event tickets in service management.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015
A Two-Step Dynamic Inventory Forecasting Model for Large Manufacturing.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
NewsCubeSum: A Personalized Multidimensional News Update Summarization System.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Recommending ticket resolution using feature adaptation.
Proceedings of the 11th International Conference on Network and Service Management, 2015
Update Summarization using Semi-Supervised Learning Based on Hellinger Distance.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
2014
An Empirical Study of Ontology-Based Multi-Document Summarization in Disaster Management.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014
Guest Editorial: Special Section on Music Data Mining.
IEEE Trans. Multimedia, 2014
Dynamic Query Forms for Database Queries.
IEEE Trans. Knowl. Data Eng., 2014
A Framework for Hierarchical Ensemble Clustering.
TKDD, 2014
Patent Mining: A Survey.
SIGKDD Explorations, 2014
A multimedia information fusion framework for web image categorization.
Multimedia Tools Appl., 2014
A WSN Nodes Access Mechanism and Directed Diffusion in Emergency Circumstances.
JDIM, 2014
Personalized news recommendation via implicit social experts.
Inf. Sci., 2014
Exploring the diversity in cluster ensemble generation: Random sampling and random projection.
Expert Syst. Appl., 2014
Modeling and broadening temporal user interest in personalized news recommendation.
Expert Syst. Appl., 2014
Social network user influence sense-making and dynamics prediction.
Expert Syst. Appl., 2014
PatentLine: analyzing technology evolution on multi-view patent graphs.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
META: Multi-resolution Framework for Event Summarization.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Ensemble contextual bandits for personalized recommendation.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Hierarchical multi-label classification over ticket data using contextual loss.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014
Applying data mining techniques to address critical process optimization needs in advanced manufacturing.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
A bipartite-graph based approach for disaster susceptibility comparisons among cities.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Generating textual storyline to improve situation awareness in disaster management.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Optimizing online spatial data analysis with sequential query patterns.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Audio retrieval based on perceptual similarity.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014
Mining temporal lag from fluctuating events for correlation and root cause analysis.
Proceedings of the 10th International Conference on Network and Service Management, 2014
PatentDom: Analyzing Patent Relationships on Multi-View Patent Graphs.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
iMiner: Mining Inventory Data for Intelligent Management.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Cloud Analytics for Capacity Planning and Instant VM Provisioning.
IEEE Trans. Network and Service Management, 2013
Web Multimedia Object Classification Using Cross-Domain Correlation Knowledge.
IEEE Trans. Multimedia, 2013
A Learning Approach to SQL Query Results Ranking Using Skyline and Users' Current Navigational Behavior.
IEEE Trans. Knowl. Data Eng., 2013
Comparative Document Summarization via Discriminative Sentence Selection.
TKDD, 2013
Data Mining Meets the Needs of Disaster Information Management.
IEEE Trans. Human-Machine Systems, 2013
Finding multiple global linear correlations in sparse and noisy data sets.
Knowl.-Based Syst., 2013
Non-negative Tri-factor tensor decomposition with applications.
Knowl. Inf. Syst., 2013
Ontology-enriched multi-document summarization in disaster management using submodular function.
Inf. Sci., 2013
PENETRATE: Personalized news recommendation using ensemble hierarchical clustering.
Expert Syst. Appl., 2013
SumView: A Web-based engine for summarizing product reviews and customer opinions.
Expert Syst. Appl., 2013
News recommendation via hypergraph learning: encapsulation of user behavior and news content.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
A Participant-based Approach for Event Summarization Using Twitter Streams.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
FIU-Miner: a fast, integrated, and user-friendly system for data mining in distributed environment.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
An integrated framework for optimizing automatic monitoring systems in large IT infrastructures.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Online spatial data analysis and visualization system.
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013
iHR: an online recruiting system for Xiamen Talent Service Center.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Recommending resolutions for problems identified by monitoring.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013
Identifying missed monitoring alerts based on unstructured incident tickets.
Proceedings of the 9th International Conference on Network and Service Management, 2013
Searching similar segments over textual event sequences.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
TerraFly GeoCloud: online spatial data analysis system.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
FRec: a novel framework of recommending users and communities in social media.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Social Network User Influence Dynamics Prediction.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013
Nonnegative Matrix Factorizations for Clustering: A Survey.
Data Clustering: Algorithms and Applications, 2013
2012
Ensemble Clustering for Internet Security Applications.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012
Hierarchical Co-Clustering: A New Way to Organize the Music Data.
IEEE Trans. Multimedia, 2012
Comparative document summarization via discriminative sentence selection.
TKDD, 2012
DClusterE: A Framework for Evaluating and Understanding Document Clustering Using Visualization.
ACM TIST, 2012
Mining the "Voice of the Customer" for Business Prioritization.
ACM TIST, 2012
Weighted consensus multi-document summarization.
Inf. Process. Manage., 2012
Margin optimization based pruning for random forest.
Neurocomputing, 2012
Product recommendation with temporal dynamics.
Expert Syst. Appl., 2012
Multi-document summarization via submodularity.
Appl. Intell., 2012
Summarizing the differences from microblogs.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Optimizing system monitoring configurations for non-actionable alerts.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012
Intelligent cloud capacity management.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012
Discovering lag intervals for temporal dependencies.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Disaster SitRep - A vertical search engine and information analysis tool in disaster management domain.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Combining Gene Expression Profiles and Protein-Protein Interactions for Identifying Functional Modules.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
MADIS: A Multimedia-Aided Disaster information Integration System for emergency management.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012
PRemiSE: personalized news recommendation via implicit social experts.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Generating event storylines from microblogs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
MEET: a generalized framework for reciprocal recommender systems.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Taxonomy-Oriented Recommendation towards Recommendation with Stage.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Self-Adaptive Cloud Capacity Planning.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012
2011
iHelp: An Intelligent Online Helpdesk System.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011
Maximum Margin Multiple Instance Clustering With Applications to Image and Text Clustering.
IEEE Trans. Neural Networks, 2011
Integrating Document Clustering and Multidocument Summarization.
TKDD, 2011
Temporal relation co-clustering on directional social network and author-topic evolution.
Knowl. Inf. Syst., 2011
Personalized News Recommendation: A Review and an Experimental Investigation.
J. Comput. Sci. Technol., 2011
Tensor clustering via adaptive subspace iteration.
Intell. Data Anal., 2011
Community discovery using nonnegative matrix factorization.
Data Min. Knowl. Discov., 2011
Guest editorial: special issue on data mining with matrices, graphs and tensors.
Data Min. Knowl. Discov., 2011
On the equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis.
Appl. Intell., 2011
Personal Social Screen-A Dynamic Privacy Assignment System for Social Sharing in Complex Social Object Networks.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011
SCENE: a scalable two-stage personalized news recommendation system.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
MSSF: a multi-document summarization framework based on submodularity.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Extending Consensus Clustering to Explore Multiple Clustering Views.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
LOGO: a long-short user interest integration in personalized news recommendation.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
iDVS: An Interactive Multi-document Visual Summarization System.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Applying data mining techniques to address disaster information management challenges on mobile devices.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Combining file content and file relations for cloud based malware detection.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Semi-supervised Hierarchical Clustering.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Learning to Rank for Query-Focused Multi-document Summarization.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Web Multimedia Object Clustering via Information Fusion.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
Consensus Clustering + Meta Clustering = Multiple Consensus Clustering.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011
Exploring Interaction Between Images and Texts for Web Image Categorization.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011
A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
LogSig: generating system events from raw textual logs.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Natural event summarization.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Analysis of Chord Progression Data.
Proceedings of the Advances in Music Information Retrieval, 2010
Wavelet Methods in Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
CIMDS: Adapting Postprocessing Techniques of Associative Classification for Malware Detection.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2010
An Integrated Data-Driven Framework for Computing System Management.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010
Feature Selection for Gene Expression Using Model-Based Entropy.
IEEE/ACM Trans. Comput. Biology Bioinform., 2010
Convex and Semi-Nonnegative Matrix Factorizations.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Data clustering with size constraints.
Knowl.-Based Syst., 2010
Survey of data management and analysis in disaster situations.
Journal of Systems and Software, 2010
Hierarchical associative classifier (HAC) for malware detection from the large and imbalanced gray list.
J. Intell. Inf. Syst., 2010
Clustering Genes Using Heterogeneous Data Sources.
IJKDB, 2010
LIBGS: A MATLAB software package for gene selection.
IJDMB, 2010
Binary matrix factorization for analyzing gene expression data.
Data Min. Knowl. Discov., 2010
On combining multiple clusterings: an overview and a new perspective.
Appl. Intell., 2010
VisualSum: an interactive multi-document summarizationsystem using visualization.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Many are better than one: improving multi-document summarization via weighted consensus.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Feature subset non-negative matrix factorization and its applications to document understanding.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Ontology-enriched multi-document summarization in disaster management.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
HCC: a hierarchical co-clustering algorithm.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations.
Proceedings of the SIAM International Conference on Data Mining, 2010
Using data mining techniques to address critical information exchange needs in disaster affected public-private networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Automatic malware categorization using cluster ensemble.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Are Tags Better Than Audio? The Effect of Joint Use of Tags and Audio Content Features for Artistic Style Clustering.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
Hierarchical Co-Clustering of Artists and Tags.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
Hierarchical Ensemble Clustering.
Proceedings of the ICDM 2010, 2010
Weighted Feature Subset Non-negative Matrix Factorization and Its Applications to Document Understanding.
Proceedings of the ICDM 2010, 2010
LogTree: A Framework for Generating System Events from Raw Textual Logs.
Proceedings of the ICDM 2010, 2010
Large-Scale Matrix Factorization Using MapReduce.
Proceedings of the ICDMW 2010, 2010
Multi-Document Summarization via the Minimum Dominating Set.
Proceedings of the COLING 2010, 2010
Document update summarization using incremental hierarchical clustering.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Topic aspect analysis for multi-document summarization.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging.
Journal in Computer Virology, 2009
Music Clustering With Features From Different Information Sources.
IEEE Trans. Multimedia, 2009
Clustering with Local and Global Regularization.
IEEE Trans. Knowl. Data Eng., 2009
Music Recommendation Based on Acoustic Features and User Access Patterns.
IEEE Trans. Audio, Speech & Language Processing, 2009
KDD2009 workshop report DMMT'09: data mining using matrices and tensors.
SIGKDD Explorations, 2009
marginFace: A novel face recognition method by average neighborhood margin maximization.
Pattern Recognition, 2009
Addressing Diverse User Preferences: A Framework for Query Results Navigation.
IEEE Data Eng. Bull., 2009
Mining product reviews based on shallow dependency parsing.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Evolutionary document summarization for disaster management.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Knowledge transformation for cross-domain sentiment classification.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations.
Proceedings of the SIAM International Conference on Data Mining, 2009
K-Subspace Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Intelligent file scoring system for malware detection from the gray list.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Tag Integrated Multi-Label Music Style Classification with Hypergraph.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
M3IC: Maximum Margin Multiple Instance Clustering.
Proceedings of the IJCAI 2009, 2009
Preference Learning with Extreme Examples.
Proceedings of the IJCAI 2009, 2009
Generalized Cluster Aggregation.
Proceedings of the IJCAI 2009, 2009
Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction Networks.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Label Propagation on K-partite Graphs.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Maximum Margin Clustering on Data Manifolds.
Proceedings of the ICDM 2009, 2009
Semi-supervised Multi-task Learning with Task Regularizations.
Proceedings of the ICDM 2009, 2009
Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification.
Proceedings of the ICDM 2009, 2009
Knowledge Transformation by Cross-Domain Belief Propagation.
Proceedings of the ICDM Workshops 2009, 2009
Non-negative Laplacian Embedding.
Proceedings of the ICDM 2009, 2009
Beyond the graphs: Semi-parametric semi-supervised discriminant analysis.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Research on Distributed Database Application for Integrated Urban Underground Pipelines.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
Comparative document summarization via discriminative sentence selection.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Multi-Document Summarization using Sentence-based Topic Models.
Proceedings of the ACL 2009, 2009
A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge.
Proceedings of the ACL 2009, 2009
2008
An intelligent PE-malware detection system based on association mining.
Journal in Computer Virology, 2008
KDD2008 workshop report DMMT'08: data mining using matrices and tensors.
SIGKDD Explorations, 2008
Dynamic active probing of helpdesk databases.
PVLDB, 2008
Text categorization via generalized discriminant analysis.
Inf. Process. Manage., 2008
On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing.
Computational Statistics & Data Analysis, 2008
Quantify music artist similarity based on style and mood.
Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), 2008
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Author-topic evolution analysis using three-way non-negative Paratucker.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Knowledge transformation from word space to document space.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Posterior probabilistic clustering using NMF.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Semi-Supervised Clustering via Matrix Factorization.
Proceedings of the SIAM International Conference on Data Mining, 2008
Weighted Consensus Clustering.
Proceedings of the SIAM International Conference on Data Mining, 2008
Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
N-Gram Chord Profiles for Composer Style Representation.
Proceedings of the ISMIR 2008, 2008
Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Towards a business continuity information network for rapid disaster recovery.
Proceedings of the 9th Annual International Conference on Digital Government Research, 2008
Integrating clustering and multi-document summarization to improve document understanding.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Semi-supervised metric learning by maximizing constraint margin.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Clustering multi-way data via adaptive subspace iteration.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Multi-View Local Learning.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Semi-supervised Classification Using Local and Global Regularization.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Hierarchical document classification using automatically generated hierarchy.
J. Intell. Inf. Syst., 2007
Addressing diverse user preferences in SQL-query-result navigation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Regularized clustering for documents.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
IMDS: intelligent malware detection system.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Event summarization for system management.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
A learning framework using Green's function and kernel regularization with application to recommender system.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Music Clustering with Constraints.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007
Finding Hotspots in Document Collection.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Efficient label propagation for interactive image segmentation.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Adaptive dimension reduction using discriminant analysis and K-means clustering.
Proceedings of the Machine Learning, 2007
Binary Matrix Factorization with Applications.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
On the Effectiveness of Constraints Sets in Clustering Genes.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
Gene Selection via Matrix Factorization.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
Clustering with Local and Global Regularization.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Toward intelligent music information retrieval.
IEEE Trans. Multimedia, 2006
Using discriminant analysis for multi-class classification: an experimental investigation.
Knowl. Inf. Syst., 2006
Incremental Workflow Mining with Optional Patterns.
Proceedings of the IEEE International Conference on Systems, 2006
NMF and PLSI: equivalence and a hybrid algorithm.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Orthogonal nonnegative matrix t-factorizations for clustering.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Interval Data Clustering with Applications.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Empirical Studies on Multi-label Classification.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Recommendation on Item Graphs.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Integrating Features from Different Sources for Music Information Retrieval.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Biclustering Protein Complex Interactions with a Biclique Finding Algorithm.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Mining the Database of Transcription Binding Sites.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006
IntClust: A Software Package for Clustering Replicated Microarray Data.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006
Nonnegative Matrix Factorization and Probabilistic Latent Semantic Indexing: Equivalence Chi-Square Statistic, and a Hybrid Method.
Proceedings of the Proceedings, 2006
2005
Mining logs files for data-driven system management.
SIGKDD Explorations, 2005
Semisupervised learning from different information sources.
Knowl. Inf. Syst., 2005
An integrated framework on mining logs files for computing system management.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
A Knowledge-Driven Method to Evaluate Multi-source Clustering.
Proceedings of the Parallel and Distributed Processing and Applications, 2005
Music genre classification with taxonomy.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Mining Logs Files for Computing System Management.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
A Clustering Model Based on Matrix Approximation with Applications to Cluster System Log Files.
Proceedings of the Machine Learning: ECML 2005, 2005
Clustering Genes Using Gene Expression and Text Literature Data.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005
Wavelet Methods in Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
2004
A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression.
Bioinformatics, 2004
Document clustering via adaptive subspace iteration.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Music artist style identification by semi-supervised learning from both lyrics and content.
Proceedings of the 12th ACM International Conference on Multimedia, 2004
Entropy-based criterion in categorical clustering.
Proceedings of the Machine Learning, 2004
Content-based music similarity search and emotion detection.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
On combining multiple clusterings.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
Semi-supervised learning for music artists style identification.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
Algorithms for clustering high dimensional and distributed data.
Intell. Data Anal., 2003
Association-based similarity testing and its applications.
Intell. Data Anal., 2003
Topic hierarchy generation via linear discriminant projection.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
A comparative study on content-based music genre classification.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
A New Distributed Data Mining Model Based on Similarity.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Gene Functional Classification by Semisupervised Learning from Heterogeneous Data.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
A Framework of Individually-Focused Teleconferencing (IFT) via an Efficient 3D Reprojection Technique.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Detecting emotion in music.
Proceedings of the ISMIR 2003, 2003
Using Discriminant Analysis for Multi-class Classification.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Efficient multi-way text categorization via generalized discriminant analysis.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003
2002
A Survey on Wavelet Applications in Data Mining.
SIGKDD Explorations, 2002
Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
CoFD : An Algorithm for Non-distance Based Clustering in High Dimensional Spaces.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002
Estimating Joint Probabilities from Marginal Ones.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002