Huan Liu

Zheng Zhao, Lei Wang, Huan Liu, Jieping Ye: On Similarity Preserving Feature Selection. IEEE Trans. Knowl. Data Eng. 25(3): 619-632 (2013)

Shamanth Kumar, Fred Morstatter, Reza Zafarani, Huan Liu: Whom should I follow?: identifying relevant users during crises. HT 2013: 139-147

Mohammad Ali Abbasi, Huan Liu: Measuring User Credibility in Social Media. SBP 2013: 441-448

Jiliang Tang, Huiji Gao, Xia Hu, Huan Liu: Exploiting homophily effect for trust prediction. WSDM 2013: 53-62

Xia Hu, Lei Tang, Jiliang Tang, Huan Liu: Exploiting social relations for sentiment analysis in microblogging. WSDM 2013: 537-546

Xuemei Liu, Sheng-Min Wang, Aimin Hao, Huan Liu: Realistic rendering of organ for surgery simulator. Computers & Mathematics with Applications 64(5): 721-728 (2012)

Geoffrey Barbier, Reza Zafarani, Huiji Gao, Gabriel Pui Cheong Fung, Huan Liu: Maximizing benefits from crowdsourced data. Computational & Mathematical Organization Theory 18(3): 257-279 (2012)

Lei Tang, Xufei Wang, Huan Liu: Community detection via heterogeneous interaction analysis. Data Min. Knowl. Discov. 25(1): 1-33 (2012)

Fred Morstatter, Huan Liu, Daniel Zeng: Opening Doors to Sharing Social Media Data. IEEE Intelligent Systems 27(1): 47-51 (2012)

Jiliang Tang, Xufei Wang, Huiji Gao, Xia Hu, Huan Liu: Enriching short text representation in microblog for clustering. Frontiers of Computer Science in China 6(1): 88-101 (2012)

Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu: Modeling blogger influence in a community. Social Netw. Analys. Mining 2(2): 139-162 (2012)

Lei Tang, Huan Liu, Jianping Zhang: Identifying Evolving Groups in Dynamic Multimode Networks. IEEE Trans. Knowl. Data Eng. 24(1): 72-85 (2012)

Lei Tang, Xufei Wang, Huan Liu: Scalable Learning of Collective Behavior. IEEE Trans. Knowl. Data Eng. 24(6): 1080-1091 (2012)

Jinfang Zhang, Farong Zhong, Zhenguo Yang, Huan Liu: A QoS-aware Computation Model for Dynamic Web Service Selection. CIT 2012: 230-235

Ullas Nambiar, Tanveer A. Faruquie, Shamanth Kumar, Fred Morstatter, Huan Liu: Faceted Browsing over Social Media. BDA 2012: 91-100

Huiji Gao, Jiliang Tang, Huan Liu: gSCorr: modeling geo-social correlations for new check-ins on location-based social networks. CIKM 2012: 1582-1586

Naini Gomes, Deepak Merugu, Gearoid O'Brien, Chinmoy Mandayam, Jia Shuo Yue, Berk Atikoglu, Adrian Albert, Norihiro Fukumoto, Huan Liu, Balaji Prabhakar, Damon Wischik: Steptacular: An incentive mechanism for promoting wellness. COMSNETS 2012: 1-6

Salem Alelyani, Huan Liu: Supervised Low Rank Matrix Approximation for Stable Feature Selection. ICMLA (1) 2012: 324-329

Salem Alelyani, Huan Liu: Ensemble Feature Selection in Face Recognition: ICMLA 2012 Challenge. ICMLA (2) 2012: 588-591

Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Huan Liu: Discovering Trust Networks for the Selection of Trustworthy Service Providers in Complex Contextual Social Networks. ICWS 2012: 384-391

Huiji Gao, Jiliang Tang, Huan Liu: Exploring Social-Historical Ties on Location-Based Social Networks. ICWSM 2012

Jiliang Tang, Huiji Gao, Huan Liu, Atish Das Sarma: eTrust: understanding trust evolution in an online world. KDD 2012: 253-261

Jiliang Tang, Huan Liu: Unsupervised feature selection for linked social media data. KDD 2012: 904-912

Shamanth Kumar, Fred Morstatter, Grant Marshall, Huan Liu, Ullas Nambiar: Navigating information facets on twitter (NIF-T). KDD 2012: 1548-1551

Huan Liu, Yingcang Ma, Xuezhen Dai: Theory of Truth Degrees in Three Valued Formed System RSL. RSKT 2012: 49-54

Mohammad Ali Abbasi, Sun-Ki Chai, Huan Liu, Kiran Sagoo: Real-World Behavior Analysis through a Social Media Lens. SBP 2012: 18-26

Mohammad Ali Abbasi, Shamanth Kumar, Jose Augusto Andrade Filho, Huan Liu: Lessons Learned in Using Social Media for Disaster Relief - ASU Crisis Response Game. SBP 2012: 282-289

Jiliang Tang, Huan Liu: Feature Selection with Linked Data in Social Media. SDM 2012: 118-128

Jiliang Tang, Huiji Gao, Huan Liu: mTrust: discerning multi-faceted trust in a connected world. WSDM 2012: 93-102

Xia Hu, Huan Liu: Social status and role analysis of palin's email network. WWW (Companion Volume) 2012: 531-532

Xia Hu, Huan Liu: Text Analytics in Social Media. Mining Text Data 2012: 385-414

Lei Tang, Huan Liu: Leveraging social media networks for classification. Data Min. Knowl. Discov. 23(3): 447-478 (2011)

Sai T. Moturu, Huan Liu: Quantifying the trustworthiness of social media content. Distributed and Parallel Databases 29(3): 239-260 (2011)

Niyati Yagnik, Huan Liu, H. J. S. Fernando: Sensor networks: decentralized monitoring and subspace classification of events. Int. J. General Systems 40(4): 457-483 (2011)

Niyati Yagnik, Huan Liu, H. J. S. Fernando: Erratum. Int. J. General Systems 40(8): 883 (2011)

Huan Liu, Dana S. Nau: Introduction. ACM TIST 3(1): 6 (2011)

Lei Tang, Xufei Wang, Huan Liu: Group Profiling for Understanding Social Structures. ACM TIST 3(1): 15 (2011)

Geoffrey Barbier, Lei Tang, Huan Liu: Understanding online groups through social media. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(4): 330-338 (2011)

Shamanth Kumar, Reza Zafarani, Huan Liu: Understanding User Migration Patterns in Social Media. AAAI 2011

Huan Liu, Dan Orban: Cloud MapReduce: A MapReduce Implementation on Top of a Cloud Operating System. CCGRID 2011: 464-474

Xufei Wang, Huan Liu, Wei Fan: Connecting users with similar interests via tag network inference. CIKM 2011: 1019-1024

Xia Hu, Lei Tang, Huan Liu: Enhancing accessibility of microblogging messages using semantic knowledge. CIKM 2011: 2465-2468

Huan Liu: A Measurement Study of Server Utilization in Public Clouds. DASC 2011: 435-442

Salem Alelyani, Zheng Zhao, Huan Liu: A Dilemma in Assessing Stability of Feature Selection Algorithms. HPCC 2011: 701-707

Xufei Wang, Jiliang Tang, Huan Liu: Document Clustering via Matrix Representation. ICDM 2011: 804-813

Anirudh Kondaveeti, George C. Runger, Huan Liu, Jeremy Rowe: Extracting geographic knowledge from sensor intervention data using spatial association rules. ICSDM 2011: 127-130

Salem Alelyani, Huan Liu, Lei Wang: The Effect of the Characteristics of the Dataset on the Selection Stability. ICTAI 2011: 970-977

Jose Augusto Andrade Filho, André C. P. L. F. Carvalho, Rodrigo Fernandes de Mello, Salem Alelyani, Huan Liu: Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach. ICTAI 2011: 994-997

Shamanth Kumar, Geoffrey Barbier, Mohammad Ali Abbasi, Huan Liu: TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief. ICWSM 2011

Huan Liu, Farong Zhong, Bang OuYang: A Web Services Selection Approach Based on Personalized QoS Prediction. ISPDC 2011: 199-206

Pritam Gundecha, Geoffrey Barbier, Huan Liu: Exploiting vulnerability to secure user privacy on a social networking site. KDD 2011: 511-519

Gabriel Pui Cheong Fung, Fred Morstatter, Huan Liu: Feature Selection Strategy in Text Classification. PAKDD (1) 2011: 26-37

Huan Liu: Rapid application configuration in Amazon cloud using configurable virtual appliances. SAC 2011: 147-154

Huiji Gao, Xufei Wang, Geoffrey Barbier, Huan Liu: Promoting Coordination for Disaster Relief - From Crowdsourcing to Coordination. SBP 2011: 197-204

Geoffrey Barbier, Huan Liu: Information Provenance in Social Media. SBP 2011: 276-283

Geoffrey Barbier, Huan Liu: Data Mining in Social Media. Social Network Data Analytics 2011: 327-352

Lei Tang, Huan Liu: Community Detection and Mining in Social Media. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2010

Huan Liu, Dan Orban: Remote network labs: an on-demand network cloud for configuration testing. Computer Communication Review 40(1): 83-91 (2010)

Lei Tang, Huan Liu: Toward Predicting Collective Behavior via Social Dimension Extraction. IEEE Intelligent Systems 25(4): 19-25 (2010)

Huan Liu, Philip S. Yu, Nitin Agarwal, Torsten Suel: Guest Editors' Introduction: Social Computing in the Blogosphere. IEEE Internet Computing 14(2): 12-14 (2010)

Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya: WisColl: Collective wisdom based blog clustering. Inf. Sci. 180(1): 39-61 (2010)

Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao: Preface. Journal of Machine Learning Research - Proceedings Track 10: 1-3 (2010)

Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao: Feature Selection: An Ever Evolving Frontier in Data Mining. Journal of Machine Learning Research - Proceedings Track 10: 4-13 (2010)

Huan Liu, Dana S. Nau: Introduction to the ACM TIST special issue AI in social computing and cultural modeling. ACM TIST 1(1): 2 (2010)

Huan Liu, Shuang Zhang, Shixiong Zhang: Fuzzy Expert System Based Intelligent Website Assessment System. CIT 2010: 432-437

Shuang Zhang, Huan Liu, Shixiong Zhang: Researching on Simulation of Traffic Accidents Scene by OpenGL. CIT 2010: 1566-1570

Zheng Zhao, Lei Wang, Huan Liu: Efficient Spectral Feature Selection with Minimum Redundancy. AAAI 2010

Zheng Zhao, Huan Liu, Jiangxin Wang, Yung Chang: Biological Relevance Detection via Network Dynamic Analysis. BICoB 2010: 44-49

Huan Liu: A new form of DOS attack in a cloud and its avoidance mechanism. CCSW 2010: 65-76

Hong Zhou, Huan Liu: Research on a Multi-Agent Based Marketing Cooperation System. DBTA 2010: 1-5

Xufei Wang, Lei Tang, Huiji Gao, Huan Liu: Discovering Overlapping Groups in Social Media. ICDM 2010: 569-578

Han-Pang Chiu, Huan Liu, Leslie Pack Kaelbling, Tomás Lozano-Pérez: Class-specific grasping of 3D objects from a single 2D image. IROS 2010: 579-585

Xuemei Liu, Huan Liu, Aimin Hao, Qinping Zhao: Simulation of Blood Vessels for Surgery Simulators. MVHI 2010: 377-380

Sewook Wee, Huan Liu: Client-side load balancer using cloud. SAC 2010: 399-405

Lei Tang, Geoffrey Barbier, Huan Liu, Jianping Zhang: A Social Network Analysis Approach to Detecting Suspicious Online Financial Activities. SBP 2010: 390-397

Shamanth Kumar, Reza Zafarani, Mohammad Ali Abbasi, Geoffrey Barbier, Huan Liu: Convergence of Influential Bloggers for Topic Discovery in the Blogosphere. SBP 2010: 406-412

Reza Zafarani, William D. Cole, Huan Liu: Sentiment Propagation in Social Networks: A Case Study in LiveJournal. SBP 2010: 413-420

Zheng Zhao, Jiangxin Wang, Shashvata Sharma, Nitin Agarwal, Huan Liu, Yung Chang: An Integrative Approach to Indentifying Biologically Relevant Genes. SDM 2010: 838-849

Lei Tang, Huan Liu: Graph Mining Applications to Social Network Analysis. Managing and Mining Graph Data 2010: 487-513

Huan Liu: Feature Selection. Encyclopedia of Machine Learning 2010: 402-406

Nitin Agarwal, Huan Liu: Modeling and Data Mining in Blogosphere. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2009

Huan Liu, Yongqiang Tang, Hao Helen Zhang: A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables. Computational Statistics & Data Analysis 53(4): 853-856 (2009)

Zheng Zhao, Huan Liu: Searching for interacting features in subset selection. Intell. Data Anal. 13(2): 207-228 (2009)

Zoran Obradovic, Huan Liu: Special issue on the best papers of SDM'09. Statistical Analysis and Data Mining 2(5-6): 291-293 (2009)

Huan Liu, John J. Salerno, Michael Young, Rakesh Agrawal, Philip S. Yu: Introduction to special issue on social computing, behavioral modeling, and prediction. TKDD 3(2) (2009)

Lei Tang, Huan Liu: Scalable learning of collective behavior based on sparse social dimensions. CIKM 2009: 1107-1116

Huan Liu, Sewook Wee: Web Server Farm in the Cloud: Performance Evaluation and Dynamic Architecture. CloudCom 2009: 369-380

Huan Liu, Dan Orban: Computing median values in a cloud environment using GridBatch and MapReduce. CLUSTER 2009: 1-10

Sai T. Moturu, Jian Yang, Huan Liu: Quantifying Utility and Trustworthiness for Advice Shared on Online Social Media. CSE (4) 2009: 489-494

Nitin Agarwal, Huan Liu, Shankara B. Subramanya, John J. Salerno, Philip S. Yu: Connecting Sparsely Distributed Similar Bloggers. ICDM 2009: 11-20

Zheng Zhao, Shashvata Sharma, Nitin Agarwal, Huan Liu, Jiangxin Wang, Yung Chang: Integrating Knowledge in Search of Biologically Relevant Genes. ICDM Workshops 2009: 88-93

Lei Tang, Xufei Wang, Huan Liu: Uncoverning Groups via Heterogeneous Interaction Analysis. ICDM 2009: 503-512

Nitin Agarwal, Shamanth Kumar, Huan Liu, Mark Woodward: BlogTrackers: A Tool for Sociologists to Track and Analyze Blogosphere. ICWSM 2009

Nitin Agarwal, Huan Liu, Sudheendra Murthy, Arunabha Sen, Xufei Wang: A Social Identity Approach to Identify Familiar Strangers in a Social Network. ICWSM 2009

Reza Zafarani, Huan Liu: Connecting Corresponding Identities across Communities. ICWSM 2009

Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye: Multiclass Probabilistic Kernel Discriminant Analysis. IJCAI 2009: 1363-1368

Nikolaus Correll, N. Arechiga, Adrienne Bolger, Mario Bollini, Benjamin Charrow, Adam Clayton, Felipe Dominguez, Kenneth Donahue, Samuel Dyar, Luke Johnson, Huan Liu, Alexander Patrikalakis, T. Robertson, Jeremy Smith, Daniel E. Soltero, Melissa Tanner, Lauren White, Daniela Rus: Building a distributed robot garden. IROS 2009: 1509-1516

Lei Tang, Huan Liu: Relational learning via latent social dimensions. KDD 2009: 817-826

Huan Liu, Dan Orban: Remote network labs: an on-demand network cloud for configuration testing. WREN 2009: 93-102

Sai T. Moturu, Huan Liu: Evaluating the trustworthiness of Wikipedia articles through quality and credibility. Int. Sym. Wikis 2009

Huan Liu, Zheng Zhao: Manipulating Data and Dimension Reduction Methods: Feature Selection. Encyclopedia of Complexity and Systems Science 2009: 5348-5359

Lei Tang, Huan Liu, Jianping Zhang: Bridging Taxonomic Semantics to Accurate Hierarchical Classification. Encyclopedia of Data Warehousing and Mining 2009: 178-182

Huan Liu: Instance Selection. Encyclopedia of Data Warehousing and Mining 2009: 1041-1045

Payam Refaeilzadeh, Lei Tang, Huan Liu: Cross-Validation. Encyclopedia of Database Systems 2009: 532-538

Nitin Agarwal, Huan Liu: Trust in Blogosphere. Encyclopedia of Database Systems 2009: 3187-3191

Shankara B. Subramanya, Zheshen Wang, Baoxin Li, Huan Liu: Completing missing views for multiple sources of web media. IJDMMM 1(1): 23-44 (2008)

Yvan Saeys, Huan Liu, Iñaki Inza, Louis Wehenkel, Yves Van de Peer: Preface. Journal of Machine Learning Research - Proceedings Track 4: 1-4 (2008)

Zheng Zhao, Huan Liu: Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis. Journal of Machine Learning Research - Proceedings Track 4: 36-47 (2008)

Huan Liu, Fouad A. Tobagi: Physical topology design for all-optical networks. Optical Switching and Networking 5(4): 219-231 (2008)

Nitin Agarwal, Huan Liu: Blogosphere: research issues, tools, and applications. SIGKDD Explorations 10(1): 18-31 (2008)

Lei Tang, Huan Liu, Jianping Zhang, Nitin Agarwal, John J. Salerno: Topic taxonomy adaptation for group profiling. TKDD 1(4) (2008)

Sai T. Moturu, Huan Liu, William G. Johnson: Healthcare Risk Modeling for Medicaid Patients - The Impact of Sampling on the Prediction of High-Cost Patients. HEALTHINF (1) 2008: 126-133

Sai T. Moturu, Huan Liu, William G. Johnson: Understanding the Effects of Sampling on Healthcare Risk Modeling for the Prediction of Future High-Cost Patients. BIOSTEC (Selected Papers) 2008: 493-506

Huan Liu, Dan Orban: GridBatch: Cloud Computing for Large-Scale Data-Intensive Batch Applications. CCGRID 2008: 295-305

Shankara B. Subramanya, Huan Liu: Socialtagger - collaborative tagging for blogs in the long tail. SSM 2008: 19-26

Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya: Clustering Blogs with Collective Wisdom. ICWE 2008: 336-339

Shankara B. Subramanya, Baoxin Li, Huan Liu: Robust integration of multiple information sources by view completion. IRI 2008: 398-403

Lei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri: Community evolution in dynamic multi-mode networks. KDD 2008: 677-685

Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang: Identifying biologically relevant genes via multiple heterogeneous data sources. KDD 2008: 839-847

Jieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene E. Alexander, Eric Reiman: Heterogeneous data fusion for alzheimer's disease study. KDD 2008: 1025-1033

Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu: Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. PAKDD 2008: 381-392

Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu: Identifying the influential bloggers in a community. WSDM 2008: 207-218

Manoranjan Dash, Huan Liu: Dimensionality Reduction. Wiley Encyclopedia of Computer Science and Engineering 2008

Huan Liu, Fouad A. Tobagi: Traffic grooming in WDM SONET rings with multiple line speeds. IEEE Journal on Selected Areas in Communications 25(S-3): 68-81 (2007)

Sai T. Moturu, William G. Johnson, Huan Liu: Predicting Future High-Cost Patients: A Real-World Risk Modeling Application. BIBM 2007: 202-208

Jieping Ye, Zheng Zhao, Huan Liu: Adaptive Distance Metric Learning for Clustering. CVPR 2007

Zheng Zhao, Huan Liu: Spectral feature selection for supervised and unsupervised learning. ICML 2007: 1151-1157

Zheng Zhao, Huan Liu: Searching for Interacting Features. IJCAI 2007: 1156-1161

Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu: Nonlinear adaptive distance metric learning for clustering. KDD 2007: 123-132

Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Huan Liu, Philip S. Yu: Time-dependent event hierarchy construction. KDD 2007: 300-309

Zheng Zhao, Huan Liu: Semi-supervised Feature Selection via Spectral Analysis. SDM 2007

Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons: A Subspace Clustering Framework for Research Group Collaboration. IJITWE 1(1): 35-58 (2006)

Jianping Zhang, Huan Liu, Paul P. Wang: Some current issues of streaming data mining. Inf. Sci. 176(14): 1949-1951 (2006)

K. Selçuk Candan, Jong Wook Kim, Huan Liu, Reshma Suvarna: Discovering mappings in hierarchical data from multiple sources using the inherent structure. Knowl. Inf. Syst. 10(2): 185-210 (2006)

Nitin Agarwal, Huan Liu, Jianping Zhang: Blocking objectionable web content by leveraging multiple information sources. SIGKDD Explorations 8(1): 17-26 (2006)

Huan Liu, Fouad A. Tobagi: Physical Topology Design for All-Optical Networks. BROADNETS 2006

Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma: Query Selection Techniques for Efficient Crawling of Structured Web Sources. ICDE 2006: 47

Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu: A Balanced Ensemble Approach to Weighting Classifiers for Text Classification. ICDM 2006: 869-873

Surendra K. Singhi, Huan Liu: Feature subset selection bias for classification learning. ICML 2006: 849-856

Huan Liu, Benjamin K. Chen, Fouad A. Tobagi: Power-Law Tradeoffs Between Optical and Electronic Switching. INFOCOM 2006

Lei Tang, Jianping Zhang, Huan Liu: Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy. KDD 2006: 384-393

Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman: Evolving Feature Selection. IEEE Intelligent Systems 20(6): 64-76 (2005)

Huan Liu, Lei Yu: Toward Integrating Feature Selection Algorithms for Classification and Clustering. IEEE Trans. Knowl. Data Eng. 17(4): 491-502 (2005)

Prabhdeep Singh, R. Bhimavarapu, Hasan Davulcu, Chitta Baral, Seungchan Kim, Huan Liu, Michael L. Bittner, I. V. Ramakrishnan: BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers. DILS 2005: 19-30

Surendra K. Singhi, Huan Liu: Error-Sensitive Grading for Model Combination. ECML 2005: 724-732

Kari Torkkola, Srihari Venkatesan, Huan Liu: Sensor Sequence Modeling for Driving. FLAIRS Conference 2005: 721-727

Huan Liu, Fouad A. Tobagi: Traffic grooming in WDM/SONET BLSR rings with multiple line speeds. GLOBECOM 2005: 6

Huan Liu, Rui Zhang-Shen: On direct routing in the valiant load-balancing architecture. GLOBECOM 2005: 6

Lei Tang, Huan Liu: Bias Analysis in Text Classification for Highly Skewed Data. ICDM 2005: 781-784

Rong Jin, Huan Liu: Learning with Labeled Sessions. IJCAI 2005: 740-745

Rong Jin, Huan Liu: A Novel Approach to Model Generation for Heterogeneous Data Classification. IJCAI 2005: 746-751

Huan Liu, Fouad A. Tobagi: Traffic grooming in WDM SONET UPSR rings with multiple line speeds. INFOCOM 2005: 718-729

Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons: Research Paper Recommender Systems: A Subspace Clustering Approach. WAIM 2005: 475-491

Jian-Tao Sun, Hua-Jun Zeng, Huan Liu, Yuchang Lu, Zheng Chen: CubeSVD: a novel approach to personalized Web search. WWW 2005: 382-390

Tu Bao Ho, David Wai-Lok Cheung, Huan Liu (Eds.): Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings. Lecture Notes in Computer Science 3518, Springer 2005, isbn 3-540-26076-5

Huan Liu, Hiroshi Motoda, Lei Yu: A selective sampling approach to active feature selection. Artif. Intell. 159(1-2): 49-74 (2004)

Lei Yu, Huan Liu: Efficient Feature Selection via Analysis of Relevance and Redundancy. Journal of Machine Learning Research 5: 1205-1224 (2004)

Patricia G. Foschi, Huan Liu: Active learning for detecting a spectrally variable subject in color infrared imagery. Pattern Recognition Letters 25(13): 1509-1517 (2004)

Lance Parsons, Ehtesham Haque, Huan Liu: Subspace clustering for high dimensional data: a review. SIGKDD Explorations 6(1): 90-105 (2004)

Rong Jin, Huan Liu: SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data. ECML 2004: 560-562

Huan Liu, Fouad A. Tobagi: A novel efficient technique for traffic grooming in WDM SONET with multiple line speeds. ICC 2004: 1694-1698

Rong Jin, Huan Liu: Robust feature induction for support vector machines. ICML 2004

Lei Yu, Huan Liu: Redundancy based feature selection for microarray data. KDD 2004: 737-742

Amit Mandvikar, Huan Liu, Hiroshi Motoda: Compact Dual Ensembles for Active Learning. PAKDD 2004: 293-297

Amit Mandvikar, Huan Liu: Class-Specific Ensembles for Active Learning. SDM 2004

Huan Liu, Amit Mandvikar, Jigar Mody: An Empirical Study of Building Compact Ensembles. WAIM 2004: 622-627

Manoranjan Dash, Huan Liu: Consistency-based search in feature selection. Artif. Intell. 151(1-2): 155-176 (2003)

Manoranjan Dash, Huan Liu, Peter Scheuermann, Kian-Lee Tan: Fast hierarchical clustering and its validation. Data Knowl. Eng. 44(1): 109-138 (2003)

Hung V. Nguyen, P. Velamuru, Deepak Kolippakkam, Hasan Davulcu, Huan Liu, M. Ates: Mining "Hidden Phrase" Definitions from the Web. APWeb 2003: 156-165

Stephen S. Yau, Huan Liu, Dazhi Huang, Yisheng Yao: Situation-Aware Personalized Information Retrieval for Mobile Internet. COMPSAC 2003: 638-

Lei Yu, Huan Liu: Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. ICML 2003: 856-863

Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola: Active Learning with Ensembles for Image Classification. IJCAI 2003: 1435-1436

Lei Yu, Huan Liu: Efficiently handling feature redundancy in high-dimensional data. KDD 2003: 685-690

Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda: Active Feature Selection Using Classes. PAKDD 2003: 474-485

Huan Liu, Hiroshi Motoda: On Issues of Instance Selection. Data Min. Knowl. Discov. 6(2): 115-130 (2002)

Huan Liu, Farhad Hussain, Chew Lim Tan, Manoranjan Dash: Discretization: An Enabling Technique. Data Min. Knowl. Discov. 6(4): 393-423 (2002)

Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu: Sampling from databases using B^+-Trees. Intell. Data Anal. 6(4): 359-377 (2002)

Huan Liu: Routing Table Compaction in Ternary CAM. IEEE Micro 22(1): 58-64 (2002)

Zheng Chen, Fan Lin, Huan Liu, Wei-Ying Ma, Liu Wenyin: User Intention Modelling in Web Applications Using Data Mining. World Wide Web 5(2): 181-192 (2002)

Huan Liu: Reducing cache miss ratio for routing prefix cache. GLOBECOM 2002: 2323-2327

Huan Liu: Efficient Mapping of Range Classifier into Ternary-CAM. Hot Interconnects 2002: 95-100

Huan Liu: A trace driven study of packet level parallelism. ICC 2002: 2191-2195

Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu: Feature Selection for Clustering - A Filter Solution. ICDM 2002: 115-122

Huan Liu, Hiroshi Motoda, Lei Yu: Feature Selection with Selective Sampling. ICML 2002: 395-402

Patricia G. Foschi, Deepak Kolippakkam, Huan Liu, Amit Mandvikar: Feature Extraction for Image Mining. Multimedia Information Systems 2002: 103-109

Zonglin Zhou, Huan Liu, Stan Z. Li, Chin-Seng Chua: Rule mining with prior knowledge - a belief networks approach. Intell. Data Anal. 5(2): 95-110 (2001)

K. Selçuk Candan, Huan Liu, Reshma Suvarna: Resource Description Framework: Metadata and Its Applications. SIGKDD Explorations 3(1): 6-19 (2001)

Huan Liu, Hongjun Lu, Jun Yao: Toward Multidatabase Mining: Identifying Relevant Databases. IEEE Trans. Knowl. Data Eng. 13(4): 541-553 (2001)

Manoranjan Dash, Huan Liu, X. Xu: '1 + 1 > 2': Merging Distance and Density Based Clustering. DASFAA 2001: 32-39

Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determine the Starting Sample Size for Progressive Sampling. DMKD 2001

Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determining the Starting Sample Size for Progressive Sampling. ECML 2001: 192-202

Manoranjan Dash, Kian-Lee Tan, Huan Liu: Efficient Yet Accurate Clustering. ICDM 2001: 99-106

Manoranjan Dash, Huan Liu: Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions. PAKDD 2001: 495-506

Catherine W. Wen, Huan Liu, Wilson X. Wen, Jeffery Zheng: A Distributed Hierarchical Clustering System for Web Mining. WAIM 2001: 103-113

Baohua Gu, Feifang Hu, Huan Liu: Modelling Classification Performance for Large Data Sets. WAIM 2001: 317-328

KianSing Ng, Huan Liu: Customer Retention via Data Mining. Artif. Intell. Rev. 14(6): 569-590 (2000)

Zonglin Zhou, Huan Liu, Stan Z. Li: Rule Mining via Learning Belief Networks. Artificial Intelligence and Soft Computing 2000: 217-221

Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu: Sampling from Databases Using B+-Trees. CIKM 2000: 158-164

Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu: Exception Rule Mining with a Relative Interestingness Measure. PAKDD 2000: 86-97

Manoranjan Dash, Huan Liu, Hiroshi Motoda: Consistency Based Feature Selection. PAKDD 2000: 98-109

Manoranjan Dash, Huan Liu: Feature Selection for Clustering. PAKDD 2000: 110-121

Takao Terano, Huan Liu, Arbee L. P. Chen (Eds.): Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, PADKK 2000, Kyoto, Japan, April 18-20, 2000, Proceedings. Lecture Notes in Computer Science 1805, Springer 2000, isbn 3-540-67382-2

Rudy Setiono, Huan Liu: A connectionist approach to generating oblique decision trees. IEEE Transactions on Systems, Man, and Cybernetics, Part B 29(3): 440-444 (1999)

Huan Liu, Hongjun Lu: Mining Weak Rules. COMPSAC 1999: 309-310

Manoranjan Dash, Huan Liu, Hiroshi Motoda: Feature Selection Using Consistency Measure. Discovery Science 1999: 319-320

Manoranjan Dash, Huan Liu: Handling Large Unsupervised Data via Dimensionality Reduction. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999

Nadeem Ahmed Syed, Huan Liu, Kah Kay Sung: A Study of Support Vectors on Model Independent Example Selection. KDD 1999: 272-276

Nadeem Ahmed Syed, Huan Liu, Kah Kay Sung: Handling Concept Drifts in Incremental Learning with Support Vector Machines. KDD 1999: 317-321

Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain: Efficient Search of Reliable Exceptions. PAKDD 1999: 194-203

Huan Liu, Rudy Setiono: Incremental Feature Selection. Appl. Intell. 9(3): 217-230 (1998)

Rudy Setiono, Huan Liu: Analysis of Hidden Representations by Greedy Clustering. Connect. Sci. 10(1): 21-42 (1998)

Huan Liu, Hiroshi Motoda: Guest Editors' Introduction: Feature Transformation and Subset Selection. IEEE Intelligent Systems 13(2): 26-28 (1998)

Huan Liu, Rudy Setiono: Feature Transformation and Multivariate Decision Tree Induction. Discovery Science 1998: 279-290

Huan Liu, Hiroshi Motoda, Manoranjan Dash: A Monotonic Measure for Optimal Feature Selection. ECML 1998: 101-106

Huan Liu, Hongjun Lu, Jun Yao: Identifying Relevant Databases for Multidatabase Mining. PAKDD 1998: 210-221

Ying Lu, Huan Liu, Chew Lim Tan: CFMD: A Conflict-Free Multivariate Discretization Algorithm. PAKDD 1998: 397-398

Manoranjan Dash, Huan Liu: Hybrid Search of Feature Subsets. PRICAI 1998: 238-249

KianSing Ng, Huan Liu, HweeBong Kwah: A Data Mining Application: Customes Retention at the Port of Singapore Authority (PSA). SIGMOD Conference 1998: 522-525

Manoranjan Dash, Huan Liu: Feature Selection for Classification. Intell. Data Anal. 1(1-4): 131-156 (1997)

Rudy Setiono, Huan Liu: NeuroLinear: From neural networks to oblique decision rules. Neurocomputing 17(1): 1-24 (1997)

Huan Liu, Rudy Setiono: Feature Selection via Discretization. IEEE Trans. Knowl. Data Eng. 9(4): 642-645 (1997)

Rudy Setiono, Huan Liu: Neural-network feature selector. IEEE Trans. Neural Netw. Learning Syst. 8(3): 654-662 (1997)

Rudy Setiono, Huan Liu: NeuroLinear: A System for Extracting Oblique Decision Rules from Neural Networks. ECML 1997: 221-233

Rudy Setiono, Huan Liu: Improving Backpropagation Learning with Feature Selection. Appl. Intell. 6(2): 129-139 (1996)

Rudy Setiono, Huan Liu: Symbolic Representation of Neural Networks. IEEE Computer 29(3): 71-77 (1996)

Huan Liu, Rudy Setiono: Dimensionality reduction via discretization. Knowl.-Based Syst. 9(1): 67-72 (1996)

Hongjun Lu, Rudy Setiono, Huan Liu: Effective Data Mining Using Neural Networks. IEEE Trans. Knowl. Data Eng. 8(6): 957-961 (1996)

Huan Liu, Rudy Setiono: A Probabilistic Approach to Feature Selection - A Filter Solution. ICML 1996: 319-327

Huan Liu, Rudy Setiono: Feature Selection and Classification - A Probabilistic Wrapper Approach. IEA/AIE 1996: 419-424

Huan Liu, Chris D. Rowles, Wilson X. Wen: Critics for Knowledge-Based Design Systems. IEEE Trans. Knowl. Data Eng. 7(5): 740-750 (1995)

Hongjun Lu, Rudy Setiono, Huan Liu: Towards Effective Classfication Rule Extraction (Abstract). KDOOD/TDOOD 1995: 47-49

Rudy Setiono, Huan Liu: Understanding Neural Networks via Rule Extraction. IJCAI 1995: 480-487

Hongjun Lu, Rudy Setiono, Huan Liu: NeuroRule: A Connectionist Approach to Data Mining. VLDB 1995: 478-489