| 2013 |
|---|
| 225 | On Similarity Preserving Feature Selection. Zheng Zhao, Lei Wang, Huan Liu, Jieping Ye. IEEE Trans. Knowl. Data Eng. (25): 619-632 (2013). Web SearchBibTeXDownload |
| 224 | Measuring User Credibility in Social Media. Mohammad Ali Abbasi, Huan Liu. SBP 2013, 441-448. Web SearchBibTeXDownload |
| 223 | Exploiting homophily effect for trust prediction. Jiliang Tang, Huiji Gao, Xia Hu, Huan Liu. WSDM 2013, 53-62. Web SearchBibTeXDownload |
| 222 | Exploiting social relations for sentiment analysis in microblogging. Xia Hu, Lei Tang, Jiliang Tang, Huan Liu. WSDM 2013, 537-546. Web SearchBibTeXDownload |
| 2012 |
|---|
| 221 | Faceted Browsing over Social Media. Ullas Nambiar, Tanveer A. Faruquie, Shamanth Kumar, Fred Morstatter, Huan Liu. BDA 2012, 91-100. Web SearchBibTeXDownload |
| 220 | gSCorr: modeling geo-social correlations for new check-ins on location-based social networks. Huiji Gao, Jiliang Tang, Huan Liu. CIKM 2012, 1582-1586. Web SearchBibTeXDownload |
| 219 | A QoS-aware Computation Model for Dynamic Web Service Selection. Jinfang Zhang, Farong Zhong, Zhenguo Yang, Huan Liu. CIT 2012, 230-235. Web SearchBibTeXDownload |
| 218 | Maximizing benefits from crowdsourced data. Geoffrey Barbier, Reza Zafarani, Huiji Gao, Gabriel Pui Cheong Fung, Huan Liu. Computational & Mathematical Organization Theory (18): 257-279 (2012). Web SearchBibTeXDownload |
| 217 | Realistic rendering of organ for surgery simulator. Xuemei Liu, Sheng-Min Wang, Aimin Hao, Huan Liu. Computers & Mathematics with Applications (64): 721-728 (2012). Web SearchBibTeXDownload |
| 216 | Steptacular: An incentive mechanism for promoting wellness. Naini Gomes, Deepak Merugu, Gearoid O'Brien, Chinmoy Mandayam, Jia Shuo Yue, Berk Atikoglu, Adrian Albert, Norihiro Fukumoto, Huan Liu, Balaji Prabhakar, Damon Wischik. COMSNETS 2012, 1-6. Web SearchBibTeXDownload |
| 215 | Community detection via heterogeneous interaction analysis. Lei Tang, Xufei Wang, Huan Liu. Data Min. Knowl. Discov. (25): 1-33 (2012). Web SearchBibTeXDownload |
| 214 | Enriching short text representation in microblog for clustering. Jiliang Tang, Xufei Wang, Huiji Gao, Xia Hu, Huan Liu. Frontiers of Computer Science in China (6): 88-101 (2012). Web SearchBibTeXDownload |
| 213 | Supervised Low Rank Matrix Approximation for Stable Feature Selection. Salem Alelyani, Huan Liu. ICMLA (1) 2012, 324-329. Web SearchBibTeXDownload |
| 212 | Ensemble Feature Selection in Face Recognition: ICMLA 2012 Challenge. Salem Alelyani, Huan Liu. ICMLA (2) 2012, 588-591. Web SearchBibTeXDownload |
| 211 | Discovering Trust Networks for the Selection of Trustworthy Service Providers in Complex Contextual Social Networks. Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Huan Liu. ICWS 2012, 384-391. Web SearchBibTeXDownload |
| 210 | Exploring Social-Historical Ties on Location-Based Social Networks. Huiji Gao, Jiliang Tang, Huan Liu. ICWSM 2012. Web SearchBibTeXDownload |
| 209 | Opening Doors to Sharing Social Media Data. Fred Morstatter, Huan Liu, Daniel Zeng. IEEE Intelligent Systems (27): 47-51 (2012). Web SearchBibTeXDownload |
| 208 | Scalable Learning of Collective Behavior. Lei Tang, Xufei Wang, Huan Liu. IEEE Trans. Knowl. Data Eng. (24): 1080-1091 (2012). Web SearchBibTeXDownload |
| 207 | Identifying Evolving Groups in Dynamic Multimode Networks. Lei Tang, Huan Liu, Jianping Zhang. IEEE Trans. Knowl. Data Eng. (24): 72-85 (2012). Web SearchBibTeXDownload |
| 206 | Navigating information facets on twitter (NIF-T). Shamanth Kumar, Fred Morstatter, Grant Marshall, Huan Liu, Ullas Nambiar. KDD 2012, 1548-1551. Web SearchBibTeXDownload |
| 205 | Unsupervised feature selection for linked social media data. Jiliang Tang, Huan Liu. KDD 2012, 904-912. Web SearchBibTeXDownload |
| 204 | eTrust: understanding trust evolution in an online world. Jiliang Tang, Huiji Gao, Huan Liu, Atish Das Sarma. KDD 2012, 253-261. Web SearchBibTeXDownload |
| 203 | Text Analytics in Social Media. Xia Hu, Huan Liu. Mining Text Data 2012, 385-414. Web SearchBibTeXDownload |
| 202 | Theory of Truth Degrees in Three Valued Formed System RSL. Huan Liu, Yingcang Ma, Xuezhen Dai. RSKT 2012, 49-54. Web SearchBibTeXDownload |
| 201 | Lessons Learned in Using Social Media for Disaster Relief - ASU Crisis Response Game. Mohammad Ali Abbasi, Shamanth Kumar, Jose Augusto Andrade Filho, Huan Liu. SBP 2012, 282-289. Web SearchBibTeXDownload |
| 200 | Real-World Behavior Analysis through a Social Media Lens. Mohammad Ali Abbasi, Sun-Ki Chai, Huan Liu, Kiran Sagoo. SBP 2012, 18-26. Web SearchBibTeXDownload |
| 199 | Feature Selection with Linked Data in Social Media. Jiliang Tang, Huan Liu. SDM 2012, 118-128. Web SearchBibTeXDownload |
| 198 | Modeling blogger influence in a community. Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu. Social Netw. Analys. Mining (2): 139-162 (2012). Web SearchBibTeXDownload |
| 197 | mTrust: discerning multi-faceted trust in a connected world. Jiliang Tang, Huiji Gao, Huan Liu. WSDM 2012, 93-102. Web SearchBibTeXDownload |
| 196 | Social status and role analysis of palin's email network. Xia Hu, Huan Liu. WWW (Companion Volume) 2012, 531-532. Web SearchBibTeXDownload |
| 2011 |
|---|
| 195 | Understanding User Migration Patterns in Social Media. Shamanth Kumar, Reza Zafarani, Huan Liu. AAAI 2011. Web SearchBibTeXDownload |
| 194 | Group Profiling for Understanding Social Structures. Lei Tang, Xufei Wang, Huan Liu. ACM TIST (3): 15 (2011). Web SearchBibTeXDownload |
| 193 | Cloud MapReduce: A MapReduce Implementation on Top of a Cloud Operating System. Huan Liu, Dan Orban. CCGRID 2011, 464-474. Web SearchBibTeXDownload |
| 192 | Enhancing accessibility of microblogging messages using semantic knowledge. Xia Hu, Lei Tang, Huan Liu. CIKM 2011, 2465-2468. Web SearchBibTeXDownload |
| 191 | Connecting users with similar interests via tag network inference. Xufei Wang, Huan Liu, Wei Fan. CIKM 2011, 1019-1024. Web SearchBibTeXDownload |
| 190 | A Measurement Study of Server Utilization in Public Clouds. Huan Liu. DASC 2011, 435-442. Web SearchBibTeXDownload |
| 189 | Leveraging social media networks for classification. Lei Tang, Huan Liu. Data Min. Knowl. Discov. (23): 447-478 (2011). Web SearchBibTeXDownload |
| 188 | Quantifying the trustworthiness of social media content. Sai T. Moturu, Huan Liu. Distributed and Parallel Databases (29): 239-260 (2011). Web SearchBibTeXDownload |
| 187 | A Dilemma in Assessing Stability of Feature Selection Algorithms. Salem Alelyani, Zheng Zhao, Huan Liu. HPCC 2011, 701-707. Web SearchBibTeXDownload |
| 186 | Document Clustering via Matrix Representation. Xufei Wang, Jiliang Tang, Huan Liu. ICDM 2011, 804-813. Web SearchBibTeXDownload |
| 185 | Extracting geographic knowledge from sensor intervention data using spatial association rules. Anirudh Kondaveeti, George C. Runger, Huan Liu, Jeremy Rowe. ICSDM 2011, 127-130. Web SearchBibTeXDownload |
| 184 | Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach. Jose Augusto Andrade Filho, André C. P. L. F. Carvalho, Rodrigo Fernandes de Mello, Salem Alelyani, Huan Liu. ICTAI 2011, 994-997. Web SearchBibTeXDownload |
| 183 | The Effect of the Characteristics of the Dataset on the Selection Stability. Salem Alelyani, Huan Liu, Lei Wang. ICTAI 2011, 970-977. Web SearchBibTeXDownload |
| 182 | TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief. Shamanth Kumar, Geoffrey Barbier, Mohammad Ali Abbasi, Huan Liu. ICWSM 2011. Web SearchBibTeXDownload |
| 181 | Sensor networks: decentralized monitoring and subspace classification of events. Niyati Yagnik, Huan Liu, H. J. S. Fernando. Int. J. General Systems (40): 457-483 (2011). Web SearchBibTeXDownload |
| 180 | A Web Services Selection Approach Based on Personalized QoS Prediction. Huan Liu, Farong Zhong, Bang OuYang. ISPDC 2011, 199-206. Web SearchBibTeXDownload |
| 179 | Exploiting vulnerability to secure user privacy on a social networking site. Pritam Gundecha, Geoffrey Barbier, Huan Liu. KDD 2011, 511-519. Web SearchBibTeXDownload |
| 178 | Feature Selection Strategy in Text Classification. Gabriel Pui Cheong Fung, Fred Morstatter, Huan Liu. PAKDD (1) 2011, 26-37. Web SearchBibTeXDownload |
| 177 | Rapid application configuration in Amazon cloud using configurable virtual appliances. Huan Liu. SAC 2011, 147-154. Web SearchBibTeXDownload |
| 176 | Information Provenance in Social Media. Geoffrey Barbier, Huan Liu. SBP 2011, 276-283. Web SearchBibTeXDownload |
| 175 | Promoting Coordination for Disaster Relief - From Crowdsourcing to Coordination. Huiji Gao, Xufei Wang, Geoffrey Barbier, Huan Liu. SBP 2011, 197-204. Web SearchBibTeXDownload |
| 174 | Data Mining in Social Media. Geoffrey Barbier, Huan Liu. Social Network Data Analytics 2011, 327-352. Web SearchBibTeXDownload |
| 173 | Understanding online groups through social media. Geoffrey Barbier, Lei Tang, Huan Liu. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery (1): 330-338 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 172 | Efficient Spectral Feature Selection with Minimum Redundancy. Zheng Zhao, Lei Wang, Huan Liu. AAAI 2010. Web SearchBibTeXDownload |
| 171 | Introduction to the ACM TIST special issue AI in social computing and cultural modeling. Huan Liu, Dana S. Nau. ACM TIST (1): 2 (2010). Web SearchBibTeXDownload |
| 170 | Biological Relevance Detection via Network Dynamic Analysis. Zheng Zhao, Huan Liu, Jiangxin Wang, Yung Chang. BICoB 2010, 44-49. Web SearchBibTeX |
| 169 | A new form of DOS attack in a cloud and its avoidance mechanism. Huan Liu. CCSW 2010, 65-76. Web SearchBibTeXDownload |
| 168 | Fuzzy Expert System Based Intelligent Website Assessment System. Huan Liu, Shuang Zhang, Shixiong Zhang. CIT 2010, 432-437. Web SearchBibTeXDownload |
| 167 | Researching on Simulation of Traffic Accidents Scene by OpenGL. Shuang Zhang, Huan Liu, Shixiong Zhang. CIT 2010, 1566-1570. Web SearchBibTeXDownload |
| 166 | Community Detection and Mining in Social Media. Lei Tang, Huan Liu. Community Detection and Mining in Social Media 2010. Web SearchBibTeXDownload |
| 165 | Remote network labs: an on-demand network cloud for configuration testing. Huan Liu, Dan Orban. Computer Communication Review (40): 83-91 (2010). Web SearchBibTeXDownload |
| 164 | Research on a Multi-Agent Based Marketing Cooperation System. Hong Zhou, Huan Liu. DBTA 2010, 1-5. Web SearchBibTeXDownload |
| 163 | Feature Selection. Damien François, Amparo Alonso-Betanzos. Encyclopedia of Machine Learning 2010, 402-406. Web SearchBibTeXDownload |
| 162 | Discovering Overlapping Groups in Social Media. Xufei Wang, Lei Tang, Huiji Gao, Huan Liu. ICDM 2010, 569-578. Web SearchBibTeXDownload |
| 161 | Toward Predicting Collective Behavior via Social Dimension Extraction. Lei Tang, Huan Liu. IEEE Intelligent Systems (25): 19-25 (2010). Web SearchBibTeXDownload |
| 160 | Guest Editors' Introduction: Social Computing in the Blogosphere. Huan Liu, Philip S. Yu, Nitin Agarwal, Torsten Suel. IEEE Internet Computing (14): 12-14 (2010). Web SearchBibTeXDownload |
| 159 | WisColl: Collective wisdom based blog clustering. Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya. Inf. Sci. (180): 39-61 (2010). Cited by 1Web SearchBibTeXDownload |
| 158 | Class-specific grasping of 3D objects from a single 2D image. Han-Pang Chiu, Huan Liu, Leslie Pack Kaelbling, Tomás Lozano-Pérez. IROS 2010, 579-585. Web SearchBibTeXDownload |
| 157 | Feature Selection: An Ever Evolving Frontier in Data Mining. Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao. Journal of Machine Learning Research - Proceedings Track (10): 4-13 (2010). Web SearchBibTeXDownload |
| 156 | Graph Mining Applications to Social Network Analysis. Lei Tang, Huan Liu. Managing and Mining Graph Data 2010, 487-513. Web SearchBibTeXDownload |
| 155 | Simulation of Blood Vessels for Surgery Simulators. Xuemei Liu, Huan Liu, Aimin Hao, Qinping Zhao. MVHI 2010, 377-380. Web SearchBibTeXDownload |
| 154 | Client-side load balancer using cloud. Sewook Wee, Huan Liu. SAC 2010, 399-405. Web SearchBibTeXDownload |
| 153 | A Social Network Analysis Approach to Detecting Suspicious Online Financial Activities. Lei Tang, Geoffrey Barbier, Huan Liu, Jianping Zhang. SBP 2010, 390-397. Web SearchBibTeXDownload |
| 152 | Sentiment Propagation in Social Networks: A Case Study in LiveJournal. Reza Zafarani, William D. Cole, Huan Liu. SBP 2010, 413-420. Web SearchBibTeXDownload |
| 151 | Convergence of Influential Bloggers for Topic Discovery in the Blogosphere. Shamanth Kumar, Reza Zafarani, Mohammad Ali Abbasi, Geoffrey Barbier, Huan Liu. SBP 2010, 406-412. Web SearchBibTeXDownload |
| 150 | An Integrative Approach to Indentifying Biologically Relevant Genes. Zheng Zhao, Jiangxin Wang, Shashvata Sharma, Nitin Agarwal, Huan Liu, Yung Chang. SDM 2010, 838-849. Web SearchBibTeXDownload |
| 2009 |
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| 149 | Scalable learning of collective behavior based on sparse social dimensions. Lei Tang, Huan Liu. CIKM 2009, 1107-1116. Web SearchBibTeXDownload |
| 148 | Web Server Farm in the Cloud: Performance Evaluation and Dynamic Architecture. Huan Liu, Sewook Wee. CloudCom 2009, 369-380. Web SearchBibTeXDownload |
| 147 | Computing median values in a cloud environment using GridBatch and MapReduce. Huan Liu, Dan Orban. CLUSTER 2009, 1-10. Web SearchBibTeXDownload |
| 146 | A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables. Huan Liu, Yongqiang Tang, Hao Helen Zhang. Computational Statistics & Data Analysis (53): 853-856 (2009). Web SearchBibTeXDownload |
| 145 | Quantifying Utility and Trustworthiness for Advice Shared on Online Social Media. Sai T. Moturu, Jian Yang, Huan Liu. CSE (4) 2009, 489-494. Web SearchBibTeXDownload |
| 144 | Manipulating Data and Dimension Reduction Methods: Feature Selection. Huan Liu, Zheng Zhao. Encyclopedia of Complexity and Systems Science 2009, 5348-5359. Web SearchBibTeXDownload |
| 143 | Trust in Blogosphere. Nitin Agarwal, Huan Liu. Encyclopedia of Database Systems 2009, 3187-3191. Web SearchBibTeXDownload |
| 142 | Bridging Taxonomic Semantics to Accurate Hierarchical Classification. Lei Tang, Huan Liu, Jianping Zhang. Encyclopedia of Data Warehousing and Mining 2009, 178-182. Web SearchBibTeXDownload |
| 141 | Instance Selection. Huan Liu. Encyclopedia of Data Warehousing and Mining 2009, 1041-1045. Web SearchBibTeXDownload |
| 140 | Uncoverning Groups via Heterogeneous Interaction Analysis. Lei Tang, Xufei Wang, Huan Liu. ICDM 2009, 503-512. Web SearchBibTeXDownload |
| 139 | Connecting Sparsely Distributed Similar Bloggers. Nitin Agarwal, Huan Liu, Shankara B. Subramanya, John J. Salerno, Philip S. Yu. ICDM 2009, 11-20. Web SearchBibTeXDownload |
| 138 | Integrating Knowledge in Search of Biologically Relevant Genes. Zheng Zhao, Shashvata Sharma, Nitin Agarwal, Huan Liu, Jiangxin Wang, Yung Chang. ICDM Workshops 2009, 88-93. Web SearchBibTeXDownload |
| 137 | A Social Identity Approach to Identify Familiar Strangers in a Social Network. Nitin Agarwal, Huan Liu, Sudheendra Murthy, Arunabha Sen, Xufei Wang. ICWSM 2009. Web SearchBibTeXDownload |
| 136 | Connecting Corresponding Identities across Communities. Reza Zafarani, Huan Liu. ICWSM 2009. Web SearchBibTeXDownload |
| 135 | BlogTrackers: A Tool for Sociologists to Track and Analyze Blogosphere. Nitin Agarwal, Shamanth Kumar, Huan Liu, Mark Woodward. ICWSM 2009. Web SearchBibTeXDownload |
| 134 | Multiclass Probabilistic Kernel Discriminant Analysis. Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye. IJCAI 2009, 1363-1368. Web SearchBibTeXDownload |
| 133 | Searching for interacting features in subset selection. Zheng Zhao, Huan Liu. Intell. Data Anal. (13): 207-228 (2009). Web SearchBibTeXDownload |
| 132 | Evaluating the trustworthiness of Wikipedia articles through quality and credibility. Sai T. Moturu, Huan Liu. Int. Sym. Wikis 2009. Web SearchBibTeXDownload |
| 131 | Building a distributed robot garden. 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 Soltero, Melissa Tanner, Lauren White, Daniela Rus. IROS 2009, 1509-1516. Web SearchBibTeXDownload |
| 130 | Relational learning via latent social dimensions. Lei Tang, Huan Liu. KDD 2009, 817-826. Web SearchBibTeXDownload |
| 129 | Modeling and Data Mining in Blogosphere. Nitin Agarwal, Huan Liu. Modeling and Data Mining in Blogosphere 2009. Web SearchBibTeXDownload |
| 128 | Special issue on the best papers of SDM'09. Zoran Obradovic, Huan Liu. Statistical Analysis and Data Mining (2): 291-293 (2009). Web SearchBibTeXDownload |
| 127 | Introduction to special issue on social computing, behavioral modeling, and prediction. Huan Liu, John J. Salerno, Michael Young, Rakesh Agrawal, Philip S. Yu. TKDD (3) (2009). Web SearchBibTeXDownload |
| 126 | Remote network labs: an on-demand network cloud for configuration testing. Huan Liu, Dan Orban. WREN 2009, 93-102. Web SearchBibTeXDownload |
| 2008 |
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| 125 | Understanding the Effects of Sampling on Healthcare Risk Modeling for the Prediction of Future High-Cost Patients. Sai T. Moturu, Huan Liu, William G. Johnson. BIOSTEC (Selected Papers) 2008, 493-506. Web SearchBibTeXDownload |
| 124 | GridBatch: Cloud Computing for Large-Scale Data-Intensive Batch Applications. Huan Liu, Dan Orban. CCGRID 2008, 295-305. Web SearchBibTeXDownload |
| 123 | Healthcare Risk Modeling for Medicaid Patients - The Impact of Sampling on the Prediction of High-Cost Patients. Sai T. Moturu, Huan Liu, William G. Johnson. HEALTHINF (1) 2008, 126-133. Web SearchBibTeX |
| 122 | Clustering Blogs with Collective Wisdom. Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya. ICWE 2008, 336-339. Cited by 5Web SearchBibTeXDownload |
| 121 | Completing missing views for multiple sources of web media. Shankara B. Subramanya, Zheshen Wang, Baoxin Li, Huan Liu. IJDMMM (1): 23-44 (2008). Cited by 2Web SearchBibTeXDownload |
| 120 | Robust integration of multiple information sources by view completion. Shankara B. Subramanya, Baoxin Li, Huan Liu. IRI 2008, 398-403. Cited by 1Web SearchBibTeXDownload |
| 119 | Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis. Zheng Zhao, Huan Liu. Journal of Machine Learning Research - Proceedings Track (4): 36-47 (2008). Web SearchBibTeXDownload |
| 118 | Community evolution in dynamic multi-mode networks. Lei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri. KDD 2008, 677-685. Web SearchBibTeXDownload |
| 117 | Heterogeneous data fusion for alzheimer's disease study. Jieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene Alexander, Eric Reiman. KDD 2008, 1025-1033. Web SearchBibTeXDownload |
| 116 | Identifying biologically relevant genes via multiple heterogeneous data sources. Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang. KDD 2008, 839-847. Web SearchBibTeXDownload |
| 115 | Physical topology design for all-optical networks. Huan Liu, Fouad A. Tobagi. Optical Switching and Networking (5): 219-231 (2008). Web SearchBibTeXDownload |
| 114 | Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu. PAKDD 2008, 381-392. Cited by 1Web SearchBibTeXDownload |
| 113 | Blogosphere: research issues, tools, and applications. Nitin Agarwal, Huan Liu. SIGKDD Explorations (10): 18-31 (2008). Web SearchBibTeXDownload |
| 112 | Socialtagger - collaborative tagging for blogs in the long tail. Shankara B. Subramanya, Huan Liu. SSM 2008, 19-26. Web SearchBibTeXDownload |
| 111 | Topic taxonomy adaptation for group profiling. Lei Tang, Huan Liu, Jianping Zhang, Nitin Agarwal, John J. Salerno. TKDD (1) (2008). Web SearchBibTeXDownload |
| 110 | Dimensionality Reduction. Michail Vlachos, Huan Liu. Wiley Encyclopedia of Computer Science and Engineering 2008. Web SearchBibTeXDownload |
| 109 | Identifying the influential bloggers in a community. Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu. WSDM 2008, 207-218. Cited by 38Web SearchBibTeXDownload |
| 2007 |
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| 108 | Predicting Future High-Cost Patients: A Real-World Risk Modeling Application. Sai T. Moturu, William G. Johnson, Huan Liu. BIBM 2007, 202-208. Web SearchBibTeXDownload |
| 107 | Adaptive Distance Metric Learning for Clustering. Jieping Ye, Zheng Zhao, Huan Liu. CVPR 2007. Web SearchBibTeXDownload |
| 106 | Spectral feature selection for supervised and unsupervised learning. Zheng Zhao, Huan Liu. ICML 2007, 1151-1157. Web SearchBibTeXDownload |
| 105 | Traffic grooming in WDM SONET rings with multiple line speeds. Huan Liu, Fouad A. Tobagi. IEEE Journal on Selected Areas in Communications (25): 68-81 (2007). Web SearchBibTeXDownload |
| 104 | Searching for Interacting Features. Zheng Zhao, Huan Liu. IJCAI 2007, 1156-1161. Web SearchBibTeXDownload |
| 103 | Time-dependent event hierarchy construction. Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Huan Liu, Philip S. Yu. KDD 2007, 300-309. Cited by 7Web SearchBibTeXDownload |
| 102 | Nonlinear adaptive distance metric learning for clustering. Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu. KDD 2007, 123-132. Web SearchBibTeXDownload |
| 101 | Semi-supervised Feature Selection via Spectral Analysis. Zheng Zhao, Huan Liu. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
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| 100 | Physical Topology Design for All-Optical Networks. Huan Liu, Fouad A. Tobagi. BROADNETS 2006. Web SearchBibTeXDownload |
| 99 | Query Selection Techniques for Efficient Crawling of Structured Web Sources. Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma. ICDE 2006, 47. Web SearchBibTeXDownload |
| 98 | A Balanced Ensemble Approach to Weighting Classifiers for Text Classification. Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu. ICDM 2006, 869-873. Cited by 1Web SearchBibTeXDownload |
| 97 | Feature subset selection bias for classification learning. Surendra K. Singhi, Huan Liu. ICML 2006, 849-856. Web SearchBibTeXDownload |
| 96 | A Subspace Clustering Framework for Research Group Collaboration. Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons. IJITWE (1): 35-58 (2006). Web SearchBibTeXDownload |
| 95 | Power-Law Tradeoffs Between Optical and Electronic Switching. Huan Liu, Benjamin K. Chen, Fouad A. Tobagi. INFOCOM 2006. Web SearchBibTeXDownload |
| 94 | Some current issues of streaming data mining. Jianping Zhang, Huan Liu, Paul P. Wang. Inf. Sci. (176): 1949-1951 (2006). Web SearchBibTeXDownload |
| 93 | Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy. Lei Tang, Jianping Zhang, Huan Liu. KDD 2006, 384-393. Web SearchBibTeXDownload |
| 92 | Discovering mappings in hierarchical data from multiple sources using the inherent structure. K. Selçuk Candan, Jong Wook Kim, Huan Liu, Reshma Suvarna. Knowl. Inf. Syst. (10): 185-210 (2006). Web SearchBibTeXDownload |
| 91 | Blocking objectionable web content by leveraging multiple information sources. Nitin Agarwal, Huan Liu, Jianping Zhang. SIGKDD Explorations (8): 17-26 (2006). Web SearchBibTeXDownload |
| 2005 |
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| 90 | BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers. Prabhdeep Singh, R. Bhimavarapu, Hasan Davulcu, Chitta Baral, Seungchan Kim, Huan Liu, Michael L. Bittner, I. V. Ramakrishnan. DILS 2005, 19-30. Cited by 1Web SearchBibTeXDownload |
| 89 | Error-Sensitive Grading for Model Combination. Surendra K. Singhi, Huan Liu. ECML 2005, 724-732. Web SearchBibTeXDownload |
| 88 | Sensor Sequence Modeling for Driving. Kari Torkkola, Srihari Venkatesan, Huan Liu. FLAIRS Conference 2005, 721-727. Web SearchBibTeXDownload |
| 87 | Traffic grooming in WDM/SONET BLSR rings with multiple line speeds. Huan Liu, Fouad A. Tobagi. GLOBECOM 2005, 6. Web SearchBibTeXDownload |
| 86 | On direct routing in the valiant load-balancing architecture. Huan Liu, Rui Zhang-Shen. GLOBECOM 2005, 6. Web SearchBibTeXDownload |
| 85 | Bias Analysis in Text Classification for Highly Skewed Data. Lei Tang, Huan Liu. ICDM 2005, 781-784. Web SearchBibTeXDownload |
| 84 | Evolving Feature Selection. 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. IEEE Intelligent Systems (20): 64-76 (2005). Web SearchBibTeXDownload |
| 83 | Toward Integrating Feature Selection Algorithms for Classification and Clustering. Huan Liu, Lei Yu. IEEE Trans. Knowl. Data Eng. (17): 491-502 (2005). Web SearchBibTeXDownload |
| 82 | A Novel Approach to Model Generation for Heterogeneous Data Classification. Rong Jin, Huan Liu. IJCAI 2005, 746-751. Web SearchBibTeXDownload |
| 81 | Learning with Labeled Sessions. Rong Jin, Huan Liu. IJCAI 2005, 740-745. Web SearchBibTeXDownload |
| 80 | Traffic grooming in WDM SONET UPSR rings with multiple line speeds. Huan Liu, Fouad A. Tobagi. INFOCOM 2005, 718-729. Web SearchBibTeXDownload |
| 79 | Research Paper Recommender Systems: A Subspace Clustering Approach. Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons. WAIM 2005, 475-491. Web SearchBibTeXDownload |
| 78 | CubeSVD: a novel approach to personalized Web search. Jian-Tao Sun, Hua-Jun Zeng, Huan Liu, Yuchang Lu, Zheng Chen. WWW 2005, 382-390. Web SearchBibTeXDownload |
| 2004 |
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| 77 | A selective sampling approach to active feature selection. Huan Liu, Hiroshi Motoda, Lei Yu. Artif. Intell. (159): 49-74 (2004). Web SearchBibTeXDownload |
| 76 | SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data. Rong Jin, Huan Liu. ECML 2004, 560-562. Web SearchBibTeXDownload |
| 75 | A novel efficient technique for traffic grooming in WDM SONET with multiple line speeds. Huan Liu, Fouad A. Tobagi. ICC 2004, 1694-1698. Web SearchBibTeXDownload |
| 74 | Robust feature induction for support vector machines. Rong Jin, Huan Liu. ICML 2004. Web SearchBibTeXDownload |
| 73 | Efficient Feature Selection via Analysis of Relevance and Redundancy. Lei Yu, Huan Liu. Journal of Machine Learning Research (5): 1205-1224 (2004). Web SearchBibTeXDownload |
| 72 | Redundancy based feature selection for microarray data. Lei Yu, Huan Liu. KDD 2004, 737-742. Web SearchBibTeXDownload |
| 71 | Compact Dual Ensembles for Active Learning. Amit Mandvikar, Huan Liu, Hiroshi Motoda. PAKDD 2004, 293-297. Web SearchBibTeXDownload |
| 70 | Active learning for detecting a spectrally variable subject in color infrared imagery. Patricia G. Foschi, Huan Liu. Pattern Recognition Letters (25): 1509-1517 (2004). Web SearchBibTeXDownload |
| 69 | Class-Specific Ensembles for Active Learning. Amit Mandvikar, Huan Liu. SDM 2004. Web SearchBibTeXDownload |
| 68 | Subspace clustering for high dimensional data: a review. Lance Parsons, Ehtesham Haque, Huan Liu. SIGKDD Explorations (6): 90-105 (2004). Web SearchBibTeXDownload |
| 67 | An Empirical Study of Building Compact Ensembles. Huan Liu, Amit Mandvikar, Jigar Mody. WAIM 2004, 622-627. Web SearchBibTeXDownload |
| 2003 |
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| 66 | Mining "Hidden Phrase" Definitions from the Web. Hung V. Nguyen, P. Velamuru, Deepak Kolippakkam, Hasan Davulcu, Huan Liu, M. Ates. APWeb 2003, 156-165. Cited by 13Web SearchBibTeXDownload |
| 65 | Consistency-based search in feature selection. Manoranjan Dash, Huan Liu. Artif. Intell. (151): 155-176 (2003). Web SearchBibTeXDownload |
| 64 | Situation-Aware Personalized Information Retrieval for Mobile Internet. Stephen S. Yau, Huan Liu, Dazhi Huang, Yisheng Yao. COMPSAC 2003, 638. Web SearchBibTeXDownload |
| 63 | Fast hierarchical clustering and its validation. Manoranjan Dash, Huan Liu, Peter Scheuermann, Kian-Lee Tan. Data Knowl. Eng. (44): 109-138 (2003). Cited by 14Web SearchBibTeX |
| 62 | Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. Lei Yu, Huan Liu. ICML 2003, 856-863. Web SearchBibTeXDownload |
| 61 | Active Learning with Ensembles for Image Classification. Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola. IJCAI 2003, 1435-1436. Web SearchBibTeX |
| 60 | Efficiently handling feature redundancy in high-dimensional data. Lei Yu, Huan Liu. KDD 2003, 685-690. Web SearchBibTeXDownload |
| 59 | Active Feature Selection Using Classes. Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda. PAKDD 2003, 474-485. Web SearchBibTeXDownload |
| 2002 |
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| 58 | On Issues of Instance Selection. Huan Liu, Hiroshi Motoda. Data Min. Knowl. Discov. (6): 115-130 (2002). Web SearchBibTeXDownload |
| 57 | Discretization: An Enabling Technique. Huan Liu, Farhad Hussain, Chew Lim Tan, Manoranjan Dash. Data Min. Knowl. Discov. (6): 393-423 (2002). Web SearchBibTeXDownload |
| 56 | Reducing cache miss ratio for routing prefix cache. Huan Liu. GLOBECOM 2002, 2323-2327. Web SearchBibTeXDownload |
| 55 | Efficient Mapping of Range Classifier into Ternary-CAM. Huan Liu. Hot Interconnects 2002, 95-100. Web SearchBibTeXDownload |
| 54 | A trace driven study of packet level parallelism. Huan Liu. ICC 2002, 2191-2195. Web SearchBibTeXDownload |
| 53 | Feature Selection for Clustering - A Filter Solution. Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu. ICDM 2002, 115-122. Web SearchBibTeXDownload |
| 52 | Feature Selection with Selective Sampling. Huan Liu, Hiroshi Motoda, Lei Yu. ICML 2002, 395-402. Web SearchBibTeX |
| 51 | Routing Table Compaction in Ternary CAM. Huan Liu. IEEE Micro (22): 58-64 (2002). Web SearchBibTeXDownload |
| 50 | Sampling from databases using B^+-Trees. Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu. Intell. Data Anal. (6): 359-377 (2002). Web SearchBibTeXDownload |
| 49 | Feature Extraction for Image Mining. Patricia G. Foschi, Deepak Kolippakkam, Huan Liu, Amit Mandvikar. Multimedia Information Systems 2002, 103-109. Web SearchBibTeX |
| 48 | User Intention Modelling in Web Applications Using Data Mining. Zheng Chen, Fan Lin, Huan Liu, Wei-Ying Ma, Liu Wenyin. World Wide Web (5): 181-192 (2002). Web SearchBibTeXDownload |
| 2001 |
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| 47 | '1 + 1 > 2': Merging Distance and Density Based Clustering. Manoranjan Dash, Huan Liu, X. Xu. DASFAA 2001, 32-39. Web SearchBibTeXDownload |
| 46 | Efficiently Determine the Starting Sample Size for Progressive Sampling. Baohua Gu, Bing Liu, Feifang Hu, Huan Liu. DMKD 2001. Web SearchBibTeXDownload |
| 45 | Efficiently Determining the Starting Sample Size for Progressive Sampling. Baohua Gu, Bing Liu, Feifang Hu, Huan Liu. ECML 2001, 192-202. Cited by 11Web SearchBibTeXDownload |
| 44 | Efficient Yet Accurate Clustering. Manoranjan Dash, Kian-Lee Tan, Huan Liu. ICDM 2001, 99-106. Cited by 5Web SearchBibTeXDownload |
| 43 | Toward Multidatabase Mining: Identifying Relevant Databases. Huan Liu, Hongjun Lu, Jun Yao. IEEE Trans. Knowl. Data Eng. (13): 541-553 (2001). Web SearchBibTeXDownload |
| 42 | Rule mining with prior knowledge - a belief networks approach. Zonglin Zhou, Huan Liu, Stan Z. Li, Chin-Seng Chua. Intell. Data Anal. (5): 95-110 (2001). Web SearchBibTeXDownload |
| 41 | Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions. Manoranjan Dash, Huan Liu. PAKDD 2001, 495-506. Web SearchBibTeXDownload |
| 40 | Resource Description Framework: Metadata and Its Applications. K. Selçuk Candan, Huan Liu, Reshma Suvarna. SIGKDD Explorations (3): 6-19 (2001). Web SearchBibTeXDownload |
| 39 | Modelling Classification Performance for Large Data Sets. Baohua Gu, Feifang Hu, Huan Liu. WAIM 2001, 317-328. Web SearchBibTeXDownload |
| 38 | A Distributed Hierarchical Clustering System for Web Mining. Catherine W. Wen, Huan Liu, Wilson X. Wen, Jeffery Zheng. WAIM 2001, 103-113. Web SearchBibTeXDownload |
| 2000 |
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| 37 | Rule Mining via Learning Belief Networks. Zonglin Zhou, Huan Liu, Stan Z. Li. Artificial Intelligence and Soft Computing 2000, 217-221. Web SearchBibTeX |
| 36 | Customer Retention via Data Mining. KianSing Ng, Huan Liu. Artif. Intell. Rev. (14): 569-590 (2000). Web SearchBibTeXDownload |
| 35 | Sampling from Databases Using B+-Trees. Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu. CIKM 2000, 158-164. Web SearchBibTeXDownload |
| 34 | Exception Rule Mining with a Relative Interestingness Measure. Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu. PAKDD 2000, 86-97. Web SearchBibTeXDownload |
| 33 | Feature Selection for Clustering. Manoranjan Dash, Poon Wei Koot. PAKDD 2000, 110-121. Web SearchBibTeXDownload |
| 32 | Consistency Based Feature Selection. Manoranjan Dash, Huan Liu, Hiroshi Motoda. PAKDD 2000, 98-109. Web SearchBibTeXDownload |
| 1999 |
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| 31 | Handling Large Unsupervised Data via Dimensionality Reduction. Manoranjan Dash, Huan Liu. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999. Web SearchBibTeXDownload |
| 30 | Mining Weak Rules. Huan Liu, Hongjun Lu. COMPSAC 1999, 309-310. Web SearchBibTeXDownload |
| 29 | Feature Selection Using Consistency Measure. Manoranjan Dash, Huan Liu, Hiroshi Motoda. Discovery Science 1999, 319-320. Web SearchBibTeXDownload |
| 28 | A connectionist approach to generating oblique decision trees. Rudy Setiono, Huan Liu. IEEE Transactions on Systems, Man, and Cybernetics, Part B (29): 440-444 (1999). Web SearchBibTeXDownload |
| 27 | A Study of Support Vectors on Model Independent Example Selection. Nadeem Ahmed Syed, Huan Liu, Kah Kay Sung. KDD 1999, 272-276. Web SearchBibTeXDownload |
| 26 | Handling Concept Drifts in Incremental Learning with Support Vector Machines. Nadeem Ahmed Syed, Huan Liu, Kah Kay Sung. KDD 1999, 317-321. Web SearchBibTeXDownload |
| 25 | Efficient Search of Reliable Exceptions. Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain. PAKDD 1999, 194-203. Web SearchBibTeXDownload |
| 1998 |
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| 24 | Incremental Feature Selection. Huan Liu, Rudy Setiono. Appl. Intell. (9): 217-230 (1998). Web SearchBibTeXDownload |
| 23 | Analysis of Hidden Representations by Greedy Clustering. Rudy Setiono, Huan Liu. Connect. Sci. (10): 21-42 (1998). Web SearchBibTeXDownload |
| 22 | Feature Transformation and Multivariate Decision Tree Induction. Huan Liu, Rudy Setiono. Discovery Science 1998, 279-290. Web SearchBibTeXDownload |
| 21 | A Monotonic Measure for Optimal Feature Selection. Huan Liu, Hiroshi Motoda, Manoranjan Dash. ECML 1998, 101-106. Web SearchBibTeXDownload |
| 20 | Guest Editors' Introduction: Feature Transformation and Subset Selection. Huan Liu, Hiroshi Motoda. IEEE Intelligent Systems (13): 26-28 (1998). Web SearchBibTeX |
| 19 | Identifying Relevant Databases for Multidatabase Mining. Huan Liu, Hongjun Lu, Jun Yao. PAKDD 1998, 210-221. Web SearchBibTeXDownload |
| 18 | CFMD: A Conflict-Free Multivariate Discretization Algorithm. Ying Lu, Huan Liu, Chew Lim Tan. PAKDD 1998, 397-398. Web SearchBibTeXDownload |
| 17 | Hybrid Search of Feature Subsets. Manoranjan Dash, Huan Liu. PRICAI 1998, 238-249. Web SearchBibTeXDownload |
| 16 | A Data Mining Application: Customes Retention at the Port of Singapore Authority (PSA). KianSing Ng, Huan Liu, HweeBong Kwah. SIGMOD Conference 1998, 522-525. Web SearchBibTeXDownload |
| 1997 |
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| 15 | NeuroLinear: A System for Extracting Oblique Decision Rules from Neural Networks. Rudy Setiono, Huan Liu. ECML 1997, 221-233. Web SearchBibTeXDownload |
| 14 | Feature Selection via Discretization. Huan Liu, Rudy Setiono. IEEE Trans. Knowl. Data Eng. (9): 642-645 (1997). Web SearchBibTeXDownload |
| 13 | Neural-network feature selector. Rudy Setiono, Huan Liu. IEEE Trans. Neural Netw. Learning Syst. (8): 654-662 (1997). Web SearchBibTeXDownload |
| 12 | Feature Selection for Classification. Manoranjan Dash, Huan Liu. Intell. Data Anal. (1): 131-156 (1997). Web SearchBibTeXDownload |
| 11 | NeuroLinear: From neural networks to oblique decision rules. Rudy Setiono, Huan Liu. Neurocomputing (17): 1-24 (1997). Web SearchBibTeXDownload |
| 1996 |
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| 10 | Improving Backpropagation Learning with Feature Selection. Rudy Setiono, Huan Liu. Appl. Intell. (6): 129-139 (1996). Web SearchBibTeXDownload |
| 9 | A Probabilistic Approach to Feature Selection - A Filter Solution. Huan Liu, Rudy Setiono. ICML 1996, 319-327. Web SearchBibTeX |
| 8 | Feature Selection and Classification - A Probabilistic Wrapper Approach. Huan Liu, Rudy Setiono. IEA/AIE 1996, 419-424. Web SearchBibTeX |
| 7 | Symbolic Representation of Neural Networks. Rudy Setiono, Huan Liu. IEEE Computer (29): 71-77 (1996). Web SearchBibTeXDownload |
| 6 | Effective Data Mining Using Neural Networks. Hongjun Lu, Rudy Setiono, Huan Liu. IEEE Trans. Knowl. Data Eng. (8): 957-961 (1996). Web SearchBibTeXDownload |
| 5 | Dimensionality reduction via discretization. Huan Liu, Rudy Setiono. Knowl.-Based Syst. (9): 67-72 (1996). Web SearchBibTeXDownload |
| 1995 |
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| 4 | Critics for Knowledge-Based Design Systems. Huan Liu, Chris D. Rowles, Wilson X. Wen. IEEE Trans. Knowl. Data Eng. (7): 740-750 (1995). Web SearchBibTeXDownload |
| 3 | Understanding Neural Networks via Rule Extraction. Rudy Setiono, Huan Liu. IJCAI 1995, 480-487. Web SearchBibTeX |
| 2 | Towards Effective Classfication Rule Extraction (Abstract). Hongjun Lu, Rudy Setiono, Huan Liu. KDOOD/TDOOD 1995, 47-49. Web SearchBibTeX |
| 1 | NeuroRule: A Connectionist Approach to Data Mining. Hongjun Lu, Rudy Setiono, Huan Liu. VLDB 1995, 478-489. Web SearchBibTeXDownload |
