Tao Li

According to our database1, Tao Li
  • authored at least 270 papers between 2002 and 2018.
  • has a "Dijkstra number"2 of four.

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Bibliography

2018
Signature based trouble ticket classification.
Future Generation Comp. Syst., 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

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

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

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
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

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

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

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

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

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

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

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

Non-negative Laplacian Embedding.
Proceedings of the ICDM 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

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

Clustering multi-way data via adaptive subspace iteration.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 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

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

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

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

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


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