Huan Liu

	2012
206		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
205		Mohammad Ali Abbasi, Sun-Ki Chai, Huan Liu, Kiran Sagoo: Real-World Behavior Analysis through a Social Media Lens. SBP 2012: 18-26
204		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
203		Jiliang Tang, Huiji Gao, Huan Liu: mTrust: discerning multi-faceted trust in a connected world. WSDM 2012: 93-102
202		Xia Hu, Huan Liu: Social status and role analysis of palin's email network. WWW (Companion Volume) 2012: 531-532
201		Xia Hu, Huan Liu: Text Analytics in Social Media. Mining Text Data 2012: 385-414
200		Lei Tang, Xufei Wang, Huan Liu: Community detection via heterogeneous interaction analysis. Data Min. Knowl. Discov. 25(1): 1-33 (2012)
199		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)
198		Fred Morstatter, Huan Liu, Daniel Zeng: Opening Doors to Sharing Social Media Data. IEEE Intelligent Systems 27(1): 47-51 (2012)
197		Lei Tang, Huan Liu, Jianping Zhang: Identifying Evolving Groups in Dynamic Multimode Networks. IEEE Trans. Knowl. Data Eng. 24(1): 72-85 (2012)
196		Lei Tang, Xufei Wang, Huan Liu: Scalable Learning of Collective Behavior. IEEE Trans. Knowl. Data Eng. 24(6): 1080-1091 (2012)
195		Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu: Modeling blogger influence in a community. Social Netw. Analys. Mining 2(2): 139-162 (2012)
	2011
194		Shamanth Kumar, Reza Zafarani, Huan Liu: Understanding User Migration Patterns in Social Media. AAAI 2011
193		Huan Liu, Dan Orban: Cloud MapReduce: A MapReduce Implementation on Top of a Cloud Operating System. CCGRID 2011: 464-474
192		Xufei Wang, Huan Liu, Wei Fan: Connecting users with similar interests via tag network inference. CIKM 2011: 1019-1024
191		Xia Hu, Lei Tang, Huan Liu: Enhancing accessibility of microblogging messages using semantic knowledge. CIKM 2011: 2465-2468
190		Huan Liu: A Measurement Study of Server Utilization in Public Clouds. DASC 2011: 435-442
189		Salem Alelyani, Zheng Zhao, Huan Liu: A Dilemma in Assessing Stability of Feature Selection Algorithms. HPCC 2011: 701-707
188		Xufei Wang, Jiliang Tang, Huan Liu: Document Clustering via Matrix Representation. ICDM 2011: 804-813
187		Anirudh Kondaveeti, George C. Runger, Huan Liu, Jeremy Rowe: Extracting geographic knowledge from sensor intervention data using spatial association rules. ICSDM 2011: 127-130
186		Salem Alelyani, Huan Liu, Lei Wang: The Effect of the Characteristics of the Dataset on the Selection Stability. ICTAI 2011: 970-977
185		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
184		Shamanth Kumar, Geoffrey Barbier, Mohammad Ali Abbasi, Huan Liu: TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief. ICWSM 2011
183		Huan Liu, Farong Zhong, Bang OuYang: A Web Services Selection Approach Based on Personalized QoS Prediction. ISPDC 2011: 199-206
182		Pritam Gundecha, Geoffrey Barbier, Huan Liu: Exploiting vulnerability to secure user privacy on a social networking site. KDD 2011: 511-519
181		Gabriel Pui Cheong Fung, Fred Morstatter, Huan Liu: Feature Selection Strategy in Text Classification. PAKDD (1) 2011: 26-37
180		Huan Liu: Rapid application configuration in Amazon cloud using configurable virtual appliances. SAC 2011: 147-154
179		Huiji Gao, Xufei Wang, Geoffrey Barbier, Huan Liu: Promoting Coordination for Disaster Relief - From Crowdsourcing to Coordination. SBP 2011: 197-204
178		Geoffrey Barbier, Huan Liu: Information Provenance in Social Media. SBP 2011: 276-283
177		Geoffrey Barbier, Huan Liu: Data Mining in Social Media. Social Network Data Analytics 2011: 327-352
176		Lei Tang, Xufei Wang, Huan Liu: Group Profiling for Understanding Social Structures. ACM TIST 3(1): 15 (2011)
175		Huan Liu, Dana S. Nau: Introduction. ACM TIST 3(1): 6 (2011)
174		Lei Tang, Huan Liu: Leveraging social media networks for classification. Data Min. Knowl. Discov. 23(3): 447-478 (2011)
173		Sai T. Moturu, Huan Liu: Quantifying the trustworthiness of social media content. Distributed and Parallel Databases 29(3): 239-260 (2011)
172		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)
	2010
171		Lei Tang, Huan Liu: Community Detection and Mining in Social Media Morgan & Claypool Publishers 2010
170		Zheng Zhao, Lei Wang, Huan Liu: Efficient Spectral Feature Selection with Minimum Redundancy. AAAI 2010
169		Zheng Zhao, Huan Liu, Jiangxin Wang, Yung Chang: Biological Relevance Detection via Network Dynamic Analysis. BICoB 2010: 44-49
168		Huan Liu: A new form of DOS attack in a cloud and its avoidance mechanism. CCSW 2010: 65-76
167		Shuang Zhang, Huan Liu, Shixiong Zhang: Researching on Simulation of Traffic Accidents Scene by OpenGL. CIT 2010: 1566-1570
166		Huan Liu, Shuang Zhang, Shixiong Zhang: Fuzzy Expert System Based Intelligent Website Assessment System. CIT 2010: 432-437
165		Hong Zhou, Huan Liu: Research on a Multi-Agent Based Marketing Cooperation System. DBTA 2010: 1-5
164		Xufei Wang, Lei Tang, Huiji Gao, Huan Liu: Discovering Overlapping Groups in Social Media. ICDM 2010: 569-578
163		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
162		Xuemei Liu, Huan Liu, Aimin Hao, Qinping Zhao: Simulation of Blood Vessels for Surgery Simulators. MVHI 2010: 377-380
161		Sewook Wee, Huan Liu: Client-side load balancer using cloud. SAC 2010: 399-405
160		Lei Tang, Geoffrey Barbier, Huan Liu, Jianping Zhang: A Social Network Analysis Approach to Detecting Suspicious Online Financial Activities. SBP 2010: 390-397
159		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
158		Reza Zafarani, William D. Cole, Huan Liu: Sentiment Propagation in Social Networks: A Case Study in LiveJournal. SBP 2010: 413-420
157		Zheng Zhao, Jiangxin Wang, Shashvata Sharma, Nitin Agarwal, Huan Liu, Yung Chang: An Integrative Approach to Indentifying Biologically Relevant Genes. SDM 2010: 838-849
156		Huan Liu: Feature Selection. Encyclopedia of Machine Learning 2010: 402-406
155		Lei Tang, Huan Liu: Graph Mining Applications to Social Network Analysis. Managing and Mining Graph Data 2010: 487-513
154		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)
153		Huan Liu, Dan Orban: Remote network labs: an on-demand network cloud for configuration testing. Computer Communication Review 40(1): 83-91 (2010)
152		Lei Tang, Huan Liu: Toward Predicting Collective Behavior via Social Dimension Extraction. IEEE Intelligent Systems 25(4): 19-25 (2010)
151		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)
150		Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya: WisColl: Collective wisdom based blog clustering. Inf. Sci. 180(1): 39-61 (2010)
149		Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao: Preface. Journal of Machine Learning Research - Proceedings Track 10: 1-3 (2010)
148		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)
	2009
147		Nitin Agarwal, Huan Liu: Modeling and Data Mining in Blogosphere Morgan & Claypool Publishers 2009
146		Lei Tang, Huan Liu: Scalable learning of collective behavior based on sparse social dimensions. CIKM 2009: 1107-1116
145		Huan Liu, Dan Orban: Computing median values in a cloud environment using GridBatch and MapReduce. CLUSTER 2009: 1-10
144		Sai T. Moturu, Jian Yang, Huan Liu: Quantifying Utility and Trustworthiness for Advice Shared on Online Social Media. CSE (4) 2009: 489-494
143		Huan Liu, Sewook Wee: Web Server Farm in the Cloud: Performance Evaluation and Dynamic Architecture. CloudCom 2009: 369-380
142		Nitin Agarwal, Huan Liu, Shankara B. Subramanya, John J. Salerno, Philip S. Yu: Connecting Sparsely Distributed Similar Bloggers. ICDM 2009: 11-20
141		Lei Tang, Xufei Wang, Huan Liu: Uncoverning Groups via Heterogeneous Interaction Analysis. ICDM 2009: 503-512
140		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
139		Nitin Agarwal, Huan Liu, Sudheendra Murthy, Arunabha Sen, Xufei Wang: A Social Identity Approach to Identify Familiar Strangers in a Social Network. ICWSM 2009
138		Nitin Agarwal, Shamanth Kumar, Huan Liu, Mark Woodward: BlogTrackers: A Tool for Sociologists to Track and Analyze Blogosphere. ICWSM 2009
137		Reza Zafarani, Huan Liu: Connecting Corresponding Identities across Communities. ICWSM 2009
136		Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye: Multiclass Probabilistic Kernel Discriminant Analysis. IJCAI 2009: 1363-1368
135		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
134		Sai T. Moturu, Huan Liu: Evaluating the trustworthiness of Wikipedia articles through quality and credibility. Int. Sym. Wikis 2009
133		Lei Tang, Huan Liu: Relational learning via latent social dimensions. KDD 2009: 817-826
132		Huan Liu, Dan Orban: Remote network labs: an on-demand network cloud for configuration testing. WREN 2009: 93-102
131		Huan Liu, Zheng Zhao: Manipulating Data and Dimension Reduction Methods: Feature Selection. Encyclopedia of Complexity and Systems Science 2009: 5348-5359
130		Huan Liu: Instance Selection. Encyclopedia of Data Warehousing and Mining 2009: 1041-1045
129		Lei Tang, Huan Liu, Jianping Zhang: Bridging Taxonomic Semantics to Accurate Hierarchical Classification. Encyclopedia of Data Warehousing and Mining 2009: 178-182
128		Nitin Agarwal, Huan Liu: Trust in Blogosphere. Encyclopedia of Database Systems 2009: 3187-3191
127		Payam Refaeilzadeh, Lei Tang, Huan Liu: Cross-Validation. Encyclopedia of Database Systems 2009: 532-538
126		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)
125		Zheng Zhao, Huan Liu: Searching for interacting features in subset selection. Intell. Data Anal. 13(2): 207-228 (2009)
124		Zoran Obradovic, Huan Liu: Special issue on the best papers of SDM'09. Statistical Analysis and Data Mining 2(5-6): 291-293 (2009)
123		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)
	2008
122		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
121		Huan Liu, Dan Orban: GridBatch: Cloud Computing for Large-Scale Data-Intensive Batch Applications. CCGRID 2008: 295-305
120		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
119		Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya: Clustering Blogs with Collective Wisdom. ICWE 2008: 336-339
118		Shankara B. Subramanya, Baoxin Li, Huan Liu: Robust integration of multiple information sources by view completion. IRI 2008: 398-403
117		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
116		Lei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri: Community evolution in dynamic multi-mode networks. KDD 2008: 677-685
115		Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang: Identifying biologically relevant genes via multiple heterogeneous data sources. KDD 2008: 839-847
114		Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu: Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. PAKDD 2008: 381-392
113		Shankara B. Subramanya, Huan Liu: Socialtagger - collaborative tagging for blogs in the long tail. SSM 2008: 19-26
112		Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu: Identifying the influential bloggers in a community. WSDM 2008: 207-218
111		Manoranjan Dash, Huan Liu: Dimensionality Reduction. Wiley Encyclopedia of Computer Science and Engineering 2008
110		Shankara B. Subramanya, Zheshen Wang, Baoxin Li, Huan Liu: Completing missing views for multiple sources of web media. IJDMMM 1(1): 23-44 (2008)
109		Yvan Saeys, Huan Liu, Iñaki Inza, Louis Wehenkel, Yves Van de Peer: Preface. Journal of Machine Learning Research - Proceedings Track 4: 1-4 (2008)
108		Zheng Zhao, Huan Liu: Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis. Journal of Machine Learning Research - Proceedings Track 4: 36-47 (2008)
107		Huan Liu, Fouad A. Tobagi: Physical topology design for all-optical networks. Optical Switching and Networking 5(4): 219-231 (2008)
106		Nitin Agarwal, Huan Liu: Blogosphere: research issues, tools, and applications. SIGKDD Explorations 10(1): 18-31 (2008)
105		Lei Tang, Huan Liu, Jianping Zhang, Nitin Agarwal, John J. Salerno: Topic taxonomy adaptation for group profiling. TKDD 1(4): (2008)
	2007
104		Sai T. Moturu, William G. Johnson, Huan Liu: Predicting Future High-Cost Patients: A Real-World Risk Modeling Application. BIBM 2007: 202-208
103		Jieping Ye, Zheng Zhao, Huan Liu: Adaptive Distance Metric Learning for Clustering. CVPR 2007
102		Zheng Zhao, Huan Liu: Spectral feature selection for supervised and unsupervised learning. ICML 2007: 1151-1157
101		Zheng Zhao, Huan Liu: Searching for Interacting Features. IJCAI 2007: 1156-1161
100		Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu: Nonlinear adaptive distance metric learning for clustering. KDD 2007: 123-132
99		Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Huan Liu, Philip S. Yu: Time-dependent event hierarchy construction. KDD 2007: 300-309
98		Zheng Zhao, Huan Liu: Semi-supervised Feature Selection via Spectral Analysis. SDM 2007
97		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)
	2006
96		Huan Liu, Fouad A. Tobagi: Physical Topology Design for All-Optical Networks. BROADNETS 2006
95		Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma: Query Selection Techniques for Efficient Crawling of Structured Web Sources. ICDE 2006: 47
94		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
93		Surendra K. Singhi, Huan Liu: Feature subset selection bias for classification learning. ICML 2006: 849-856
92		Huan Liu, Benjamin K. Chen, Fouad A. Tobagi: Power-Law Tradeoffs Between Optical and Electronic Switching. INFOCOM 2006
91		Lei Tang, Jianping Zhang, Huan Liu: Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy. KDD 2006: 384-393
90		Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons: A Subspace Clustering Framework for Research Group Collaboration. IJITWE 1(1): 35-58 (2006)
89		Jianping Zhang, Huan Liu, Paul P. Wang: Some current issues of streaming data mining. Inf. Sci. 176(14): 1949-1951 (2006)
88		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)
87		Nitin Agarwal, Huan Liu, Jianping Zhang: Blocking objectionable web content by leveraging multiple information sources. SIGKDD Explorations 8(1): 17-26 (2006)
	2005
86		Tu Bao Ho, David Wai-Lok Cheung, Huan Liu: Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings Springer 2005
85		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
84		Surendra K. Singhi, Huan Liu: Error-Sensitive Grading for Model Combination. ECML 2005: 724-732
83		Kari Torkkola, Srihari Venkatesan, Huan Liu: Sensor Sequence Modeling for Driving. FLAIRS Conference 2005: 721-727
82		Lei Tang, Huan Liu: Bias Analysis in Text Classification for Highly Skewed Data. ICDM 2005: 781-784
81		Rong Jin, Huan Liu: Learning with Labeled Sessions. IJCAI 2005: 740-745
80		Rong Jin, Huan Liu: A Novel Approach to Model Generation for Heterogeneous Data Classification. IJCAI 2005: 746-751
79		Huan Liu, Fouad A. Tobagi: Traffic grooming in WDM SONET UPSR rings with multiple line speeds. INFOCOM 2005: 718-729
78		Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons: Research Paper Recommender Systems: A Subspace Clustering Approach. WAIM 2005: 475-491
77		Jian-Tao Sun, Hua-Jun Zeng, Huan Liu, Yuchang Lu, Zheng Chen: CubeSVD: a novel approach to personalized Web search. WWW 2005: 382-390
76		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)
75		Huan Liu, Lei Yu: Toward Integrating Feature Selection Algorithms for Classification and Clustering. IEEE Trans. Knowl. Data Eng. 17(4): 491-502 (2005)
	2004
74		Rong Jin, Huan Liu: SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data. ECML 2004: 560-562
73		Rong Jin, Huan Liu: Robust feature induction for support vector machines. ICML 2004
72		Lei Yu, Huan Liu: Redundancy based feature selection for microarray data. KDD 2004: 737-742
71		Amit Mandvikar, Huan Liu, Hiroshi Motoda: Compact Dual Ensembles for Active Learning. PAKDD 2004: 293-297
70		Amit Mandvikar, Huan Liu: Class-Specific Ensembles for Active Learning. SDM 2004
69		Huan Liu, Amit Mandvikar, Jigar Mody: An Empirical Study of Building Compact Ensembles. WAIM 2004: 622-627
68		Huan Liu, Hiroshi Motoda, Lei Yu: A selective sampling approach to active feature selection. Artif. Intell. 159(1-2): 49-74 (2004)
67		Lei Yu, Huan Liu: Efficient Feature Selection via Analysis of Relevance and Redundancy. Journal of Machine Learning Research 5: 1205-1224 (2004)
66		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)
65		Lance Parsons, Ehtesham Haque, Huan Liu: Subspace clustering for high dimensional data: a review. SIGKDD Explorations 6(1): 90-105 (2004)
	2003
64		Hung V. Nguyen, P. Velamuru, Deepak Kolippakkam, Hasan Davulcu, Huan Liu, M. Ates: Mining "Hidden Phrase" Definitions from the Web. APWeb 2003: 156-165
63		Stephen S. Yau, Huan Liu, Dazhi Huang, Yisheng Yao: Situation-Aware Personalized Information Retrieval for Mobile Internet. COMPSAC 2003: 638-
62		Lei Yu, Huan Liu: Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. ICML 2003: 856-863
61		Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola: Active Learning with Ensembles for Image Classification. IJCAI 2003: 1435-1436
60		Lei Yu, Huan Liu: Efficiently handling feature redundancy in high-dimensional data. KDD 2003: 685-690
59		Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda: Active Feature Selection Using Classes. PAKDD 2003: 474-485
58		Manoranjan Dash, Huan Liu: Consistency-based search in feature selection. Artif. Intell. 151(1-2): 155-176 (2003)
57		Manoranjan Dash, Huan Liu, Peter Scheuermann, Kian-Lee Tan: Fast hierarchical clustering and its validation. Data Knowl. Eng. 44(1): 109-138 (2003)
	2002
56		Huan Liu: Efficient Mapping of Range Classifier into Ternary-CAM. Hot Interconnects 2002: 95-100
55		Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu: Feature Selection for Clustering - A Filter Solution. ICDM 2002: 115-122
54		Huan Liu, Hiroshi Motoda, Lei Yu: Feature Selection with Selective Sampling. ICML 2002: 395-402
53		Patricia G. Foschi, Deepak Kolippakkam, Huan Liu, Amit Mandvikar: Feature Extraction for Image Mining. Multimedia Information Systems 2002: 103-109
52		Huan Liu, Hiroshi Motoda: On Issues of Instance Selection. Data Min. Knowl. Discov. 6(2): 115-130 (2002)
51		Huan Liu, Farhad Hussain, Chew Lim Tan, Manoranjan Dash: Discretization: An Enabling Technique. Data Min. Knowl. Discov. 6(4): 393-423 (2002)
50		Huan Liu: Routing Table Compaction in Ternary CAM. IEEE Micro 22(1): 58-64 (2002)
49		Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu: Sampling from databases using B^+-Trees. Intell. Data Anal. 6(4): 359-377 (2002)
48		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)
	2001
47		Manoranjan Dash, Huan Liu, X. Xu: '1 + 1 > 2': Merging Distance and Density Based Clustering. DASFAA 2001: 32-39
46		Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determine the Starting Sample Size for Progressive Sampling. DMKD 2001
45		Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determining the Starting Sample Size for Progressive Sampling. ECML 2001: 192-202
44		Manoranjan Dash, Kian-Lee Tan, Huan Liu: Efficient Yet Accurate Clustering. ICDM 2001: 99-106
43		Manoranjan Dash, Huan Liu: Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions. PAKDD 2001: 495-506
42		Catherine W. Wen, Huan Liu, Wilson X. Wen, Jeffery Zheng: A Distributed Hierarchical Clustering System for Web Mining. WAIM 2001: 103-113
41		Baohua Gu, Feifang Hu, Huan Liu: Modelling Classification Performance for Large Data Sets. WAIM 2001: 317-328
40		Huan Liu, Hongjun Lu, Jun Yao: Toward Multidatabase Mining: Identifying Relevant Databases. IEEE Trans. Knowl. Data Eng. 13(4): 541-553 (2001)
39		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)
38		K. Selçuk Candan, Huan Liu, Reshma Suvarna: Resource Description Framework: Metadata and Its Applications. SIGKDD Explorations 3(1): 6-19 (2001)
	2000
37		Takao Terano, Huan Liu, Arbee L. P. Chen: Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, PADKK 2000, Kyoto, Japan, April 18-20, 2000, Proceedings Springer 2000
36		Zonglin Zhou, Huan Liu, Stan Z. Li: Rule Mining via Learning Belief Networks. Artificial Intelligence and Soft Computing 2000: 217-221
35		Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu: Sampling from Databases Using B+-Trees. CIKM 2000: 158-164
34		Manoranjan Dash, Huan Liu: Feature Selection for Clustering. PAKDD 2000: 110-121
33		Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu: Exception Rule Mining with a Relative Interestingness Measure. PAKDD 2000: 86-97
32		Manoranjan Dash, Huan Liu, Hiroshi Motoda: Consistency Based Feature Selection. PAKDD 2000: 98-109
31		KianSing Ng, Huan Liu: Customer Retention via Data Mining. Artif. Intell. Rev. 14(6): 569-590 (2000)
	1999
30		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
29		Huan Liu, Hongjun Lu: Mining Weak Rules. COMPSAC 1999: 309-
28		Manoranjan Dash, Huan Liu, Hiroshi Motoda: Feature Selection Using Consistency Measure. Discovery Science 1999: 319-320
27		Nadeem Ahmed Syed, Huan Liu, Kah Kay Sung: A Study of Support Vectors on Model Independent Example Selection. KDD 1999: 272-276
26		Nadeem Ahmed Syed, Huan Liu, Kah Kay Sung: Handling Concept Drifts in Incremental Learning with Support Vector Machines. KDD 1999: 317-321
25		Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain: Efficient Search of Reliable Exceptions. PAKDD 1999: 194-203
24		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)
	1998
23		Huan Liu, Rudy Setiono: Feature Transformation and Multivariate Decision Tree Induction. Discovery Science 1998: 279-290
22		Huan Liu, Hiroshi Motoda, Manoranjan Dash: A Monotonic Measure for Optimal Feature Selection. ECML 1998: 101-106
21		Huan Liu, Hongjun Lu, Jun Yao: Identifying Relevant Databases for Multidatabase Mining. PAKDD 1998: 210-221
20		Ying Lu, Huan Liu, Chew Lim Tan: CFMD: A Conflict-Free Multivariate Discretization Algorithm. PAKDD 1998: 397-398
19		Manoranjan Dash, Huan Liu: Hybrid Search of Feature Subsets. PRICAI 1998: 238-249
18		KianSing Ng, Huan Liu, HweeBong Kwah: A Data Mining Application: Customes Retention at the Port of Singapore Authority (PSA). SIGMOD Conference 1998: 522-525
17		Huan Liu, Rudy Setiono: Incremental Feature Selection. Appl. Intell. 9(3): 217-230 (1998)
16		Rudy Setiono, Huan Liu: Analysis of Hidden Representations by Greedy Clustering. Connect. Sci. 10(1): 21-42 (1998)
15		Huan Liu, Hiroshi Motoda: Guest Editors' Introduction: Feature Transformation and Subset Selection. IEEE Intelligent Systems 13(2): 26-28 (1998)
	1997
14		Rudy Setiono, Huan Liu: NeuroLinear: A System for Extracting Oblique Decision Rules from Neural Networks. ECML 1997: 221-233
13		Huan Liu, Rudy Setiono: Feature Selection via Discretization. IEEE Trans. Knowl. Data Eng. 9(4): 642-645 (1997)
12		Manoranjan Dash, Huan Liu: Feature Selection for Classification. Intell. Data Anal. 1(1-4): 131-156 (1997)
11		Rudy Setiono, Huan Liu: NeuroLinear: From neural networks to oblique decision rules. Neurocomputing 17(1): 1-24 (1997)
	1996
10		Huan Liu, Rudy Setiono: A Probabilistic Approach to Feature Selection - A Filter Solution. ICML 1996: 319-327
9		Huan Liu, Rudy Setiono: Feature Selection and Classification - A Probabilistic Wrapper Approach. IEA/AIE 1996: 419-424
8		Rudy Setiono, Huan Liu: Improving Backpropagation Learning with Feature Selection. Appl. Intell. 6(2): 129-139 (1996)
7		Rudy Setiono, Huan Liu: Symbolic Representation of Neural Networks. IEEE Computer 29(3): 71-77 (1996)
6		Hongjun Lu, Rudy Setiono, Huan Liu: Effective Data Mining Using Neural Networks. IEEE Trans. Knowl. Data Eng. 8(6): 957-961 (1996)
5		Huan Liu, Rudy Setiono: Dimensionality reduction via discretization. Knowl.-Based Syst. 9(1): 67-72 (1996)
	1995
4		Rudy Setiono, Huan Liu: Understanding Neural Networks via Rule Extraction. IJCAI 1995: 480-487
3		Hongjun Lu, Rudy Setiono, Huan Liu: Towards Effective Classfication Rule Extraction (Abstract). KDOOD/TDOOD 1995: 47-49
2		Hongjun Lu, Rudy Setiono, Huan Liu: NeuroRule: A Connectionist Approach to Data Mining. VLDB 1995: 478-489
1		Huan Liu, Chris D. Rowles, Wilson X. Wen: Critics for Knowledge-Based Design Systems. IEEE Trans. Knowl. Data Eng. 7(5): 740-750 (1995)

Coauthor Index

1	Mohammad Ali Abbasi	[159] [184] [204] [205]
2	Nitin Agarwal	[78] [87] [90] [105] [106] [112] [119] [128] [138] [139] [140] [142] [147] [150] [151] [157] [195]
3	Rakesh Agrawal	[123]
4	Adrian Albert	[206]
5	Salem Alelyani	[185] [186] [189]
6	Gene E. Alexander	[117]
7	N. Arechiga	[135]
8	M. Ates	[64]
9	Berk Atikoglu	[206]
10	Min Bae	[117]
11	Chitta Baral	[85]
12	Geoffrey Barbier	[159] [160] [172] [177] [178] [179] [182] [184]
13	Michael E. Berens	[76]
14	R. Bhimavarapu	[85]
15	Michael L. Bittner	[85]
16	Adrienne Bolger	[135]
17	Mario Bollini	[135]
18	K. Selçuk Candan (Kasim Selçuk Candan)	[38] [88]
19	André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho)	[185]
20	Sun-Ki Chai	[205]
21	Yung Chang	[115] [140] [157] [169]
22	Benjamin Charrow	[135]
23	Arbee L. P. Chen	[37]
24	Benjamin K. Chen	[92]
25	Jianhui Chen	[100]
26	Kewei Chen	[117]
27	Zheng Chen	[48] [77]
28	David Wai-Lok Cheung (David W. Cheung)	[86] [94] [114]
29	Han-Pang Chiu	[163]
30	Kiseok Choi	[55]
31	Chin-Seng Chua	[39]
32	Adam Clayton	[135]
33	William D. Cole	[158]
34	Nikolaus Correll	[135]
35	Manoranjan Dash	[12] [19] [22] [28] [30] [32] [34] [43] [44] [47] [51] [55] [57] [58] [59] [111]
36	Hasan Davulcu	[64] [85]
37	Chris H. Q. Ding (Hong Q. Ding)	[76]
38	Felipe Dominguez	[135]
39	Kenneth Donahue	[135]
40	Edward R. Dougherty	[76]
41	Jennifer G. Dy	[76]
42	Samuel Dyar	[135]
43	Wei Fan	[192]
44	Ling Feng	[25]
45	Jose Augusto Andrade Filho	[185] [204]
46	George Forman	[76]
47	Patricia G. Foschi	[53] [61] [66]
48	Norihiro Fukumoto	[206]
49	Gabriel Pui Cheong Fung	[94] [99] [181]
50	Huiji Gao	[164] [179] [199] [203]
51	Naini Gomes	[206]
52	Baohua Gu	[41] [45] [46]
53	Pritam Gundecha	[182]
54	Aimin Hao	[162]
55	Ehtesham Haque	[65] [78] [90]
56	Tu Bao Ho	[86]
57	Feifang Hu	[41] [45] [46]
58	Xia Hu	[191] [199] [201] [202]
59	Dazhi Huang	[63]
60	Edward Hung	[114]
61	Farhad Hussain	[25] [33] [51]
62	Iñaki Inza	[109]
63	Ravi Janardan	[117]
64	Rong Jin	[73] [74] [80] [81]
65	Luke Johnson	[135]
66	William G. Johnson	[104] [120] [122]
67	Leslie Pack Kaelbling	[163]
68	Jong Wook Kim	[88]
69	Seungchan Kim	[85]
70	Deepak Kolippakkam	[53] [64]
71	Anirudh Kondaveeti	[187]
72	Shamanth Kumar	[138] [159] [184] [194] [204]
73	HweeBong Kwah	[18]
74	Baoxin Li	[110] [118]
75	Jing Li	[117]
76	Stan Z. Li	[36] [39]
77	Fan Lin	[48]
78	Wenyin Liu (Liu Wenyin)	[48]
79	Xuemei Liu	[162]
80	Bing Liu	[45] [46]
81	Fuhui Long	[76]
82	Tomás Lozano-Pérez	[163]
83	Hongjun Lu	[2] [3] [6] [21] [25] [29] [33] [40]
84	Ying Lu	[20]
85	Yuchang Lu	[77]
86	Wei-Ying Ma	[48] [95]
87	Dimuthu Prasanna Makawita	[35] [49]
88	Chinmoy Mandayam	[206]
89	Amit Mandvikar	[53] [61] [69] [70] [71]
90	Rodrigo Fernandes de Mello	[185]
91	Deepak Merugu	[206]
92	Jigar Mody	[69]
93	Fred Morstatter	[181] [198]
94	Hiroshi Motoda	[15] [22] [28] [32] [52] [54] [59] [68] [71] [148] [149]
95	Sai T. Moturu	[104] [120] [122] [134] [144] [173]
96	Sudheendra Murthy	[139]
97	Dana S. Nau	[154] [175]
98	Zohreh Nazeri	[116]
99	KianSing Ng	[18] [31]
100	Hung V. Nguyen	[64]
101	Gearoid O'Brien	[206]
102	Zoran Obradovic	[124]
103	Magdiel Galan Oliveras	[119] [150]
104	Dan Orban	[121] [132] [145] [153] [193]
105	Bang OuYang	[183]
106	Lance Parsons	[65] [76] [78] [90]
107	Rinkal Patel	[117]
108	Alexander Patrikalakis	[135]
109	Yves Van de Peer	[109]
110	Hanchuan Peng	[76]
111	Balaji Prabhakar	[206]
112	I. V. Ramakrishnan	[85]
113	Payam Refaeilzadeh	[127]
114	Eric Reiman	[117]
115	T. Robertson	[135]
116	Jeremy Rowe	[187]
117	Chris D. Rowles	[1]
118	George C. Runger	[187]
119	Daniela Rus	[135]
120	Yvan Saeys	[109]
121	Kiran Sagoo	[205]
122	John J. Salerno	[105] [123] [142]
123	Peter Scheuermann	[55] [57]
124	Arunabha Sen	[139]
125	Rudy Setiono	[2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [13] [14] [16] [17] [23] [24] [148] [149]
126	Shashvata Sharma	[140] [157]
127	Prabhdeep Singh	[85]
128	Surendra K. Singhi	[84] [93]
129	Jeremy Smith	[135]
130	Daniel E. Soltero	[135]
131	Shankara B. Subramanya	[110] [113] [118] [119] [142] [150]
132	Torsten Suel	[151]
133	Jian-Tao Sun	[77]
134	Liang Sun	[136]
135	Kah Kay Sung	[26] [27]
136	Reshma Suvarna	[38] [88]
137	Einoshin Suzuki	[33]
138	Nadeem Ahmed Syed	[26] [27]
139	Chew Lim Tan	[20] [51]
140	Kian-Lee Tan	[35] [44] [49] [57]
141	Jiliang Tang	[188] [199] [203]
142	Lei Tang	[82] [91] [105] [112] [116] [127] [129] [133] [141] [146] [152] [155] [160] [164] [171] [172] [174] [176] [191] [195] [196] [197] [200]
143	Yongqiang Tang	[126]
144	Melissa Tanner	[135]
145	Takao Terano	[37]
146	Fouad A. Tobagi	[79] [92] [96] [97] [107]
147	Kari Torkkola	[61] [76] [83]
148	Eugene Tuv	[76]
149	P. Velamuru	[64]
150	Srihari Venkatesan	[83]
151	Haixun Wang	[94]
152	Jiangxin Wang	[115] [140] [157] [169]
153	Lei Wang	[170] [186]
154	Paul P. Wang	[89]
155	Xufei Wang	[139] [141] [164] [176] [179] [188] [192] [196] [199] [200]
156	Zheshen Wang	[110]
157	Sewook Wee	[143] [161]
158	Louis Wehenkel	[109]
159	Catherine W. Wen	[42]
160	Ji-Rong Wen	[95]
161	Wilson X. Wen	[1] [42]
162	Lauren White	[135]
163	Damon Wischik	[206]
164	Wai Kit Wong	[114]
165	Mark Woodward	[138]
166	Ping Wu	[95]
167	Teresa Wu	[117]
168	X. Xu	[47]
169	Jian Yang	[144]
170	Jun Yao	[21] [40]
171	Yisheng Yao	[63]
172	Stephen S. Yau	[63]
173	Jieping Ye	[100] [103] [115] [117] [136]
174	Michael Young	[123]
175	Jeffrey Xu Yu (Xu Yu)	[94] [99]
176	Lei Yu	[54] [59] [60] [62] [67] [68] [72] [75] [76]
177	Philip S. Yu	[99] [112] [123] [142] [151] [195]
178	Shipeng Yu	[136]
179	Jia Shuo Yue	[206]
180	Reza Zafarani	[137] [158] [159] [194]
181	Daniel Dajun Zeng (Daniel Zeng)	[198]
182	Hua-Jun Zeng	[77]
183	Hao Helen Zhang	[126]
184	Jianping Zhang	[87] [89] [91] [105] [116] [129] [160] [197]
185	Shixiong Zhang	[166] [167]
186	Shuang Zhang	[166] [167]
187	Qinping Zhao	[162]
188	Zheng Zhao	[76] [98] [100] [101] [102] [103] [108] [115] [117] [125] [131] [136] [140] [148] [149] [157] [169] [170] [189]
189	Jeffery Zheng	[42]
190	Farong Zhong	[183]
191	Hong Zhou	[165]
192	Zonglin Zhou	[36] [39]

Colors in the list of coauthors

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page