Wei Fan

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2011
106Connecting users with similar interests via tag network inference. Xufei Wang, Huan Liu, Wei Fan. CIKM 2011, 1019-1024. Web SearchBibTeXDownload
105Natural scene logo recognition by joint boosting feature selection in salient regions. Wei Fan, Jun Sun, Satoshi Naoi, Akihiro Minagawa, Yoshinobu Hotta. DRR 2011, 1-10. Web SearchBibTeXDownload
104ShareBoost: Boosting for Multi-view Learning with Performance Guarantees. Jing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan. ECML/PKDD (2) 2011, 597-612. Web SearchBibTeXDownload
103Research on PZT multi-channel power supply and control method. Wei Fan, Zhongshen Li, Shouhong Chen. EMEIT 2011, 2579-2582. Web SearchBibTeXDownload
102A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han. ICDM 2011, 1050-1055. Web SearchBibTeXDownload
101Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han. INFOCOM 2011, 181-185. Web SearchBibTeXDownload
100A Novel MPPT Control Technology Based on Cloud Model for Photovoltaic Power Generation. Lei An, Wei Fan. ISCID (2) 2011, 3-6. Web SearchBibTeXDownload
99Dual active feature and sample selection for graph classification. Xiangnan Kong, Wei Fan, Philip S. Yu. KDD 2011, 654-662. Web SearchBibTeXDownload
98Discovering shakers from evolving entities via cascading graph inference. Xiaoxiao Shi, Wei Fan, Jianping Zhang, Philip S. Yu. KDD 2011, 1001-1009. Web SearchBibTeXDownload
97Multi-source domain adaptation and its application to early detection of fatigue. Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson. KDD 2011, 717-725. Web SearchBibTeXDownload
96Chernoff Dimensionality Reduction--Where Fisher Meets FKT. Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan. SDM 2011, 271-282. Web SearchBibTeXDownload
2010
95svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identification. Wensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao Zhu, Kun Zhang. BMC Bioinformatics (11): 338 (2010). Web SearchBibTeXDownload
94Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning. ErHeng Zhong, Wei Fan, Qiang Yang, Olivier Verscheure, Jiangtao Ren. ECML/PKDD (3) 2010, 547-562. Web SearchBibTeXDownload
93Efficient and Numerically Stable Sparse Learning. Sihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren. ECML/PKDD (3) 2010, 483-498. Web SearchBibTeXDownload
92Visual data security and management for smart cities. Zhenyong Chen, Wei Fan, Zhang Xiong, Pingan Zhang, Lixin Luo. Frontiers of Computer Science in China (4): 386-393 (2010). Web SearchBibTeXDownload
91Study on the structure and control of a dexterous hand. Hao Liu, Tao Wang, Wei Fan, Tong Zhao. ICARCV 2010, 1589-1593. Web SearchBibTeXDownload
90Efficient Semi-supervised Spectral Co-clustering with Constraints. Xiaoxiao Shi, Wei Fan, Philip S. Yu. ICDM 2010, 1043-1048. Web SearchBibTeXDownload
89Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation. Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu, Ruixin Zhu. ICDM 2010, 1049-1054. Web SearchBibTeXDownload
88Cumulonimbus forecasting based on rough set and artificial immune algorithm. Qin Wang, Wei Fan. ICNC 2010, 2856-2860. Web SearchBibTeXDownload
87The next generation of transportation systems, greenhouse emissions, and data mining. Hillol Kargupta, Joao Gama, Wei Fan. KDD 2010, 1209-1212. Web SearchBibTeXDownload
86On community outliers and their efficient detection in information networks. Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han. KDD 2010, 813-822. Web SearchBibTeXDownload
85SilkDB v2.0: a platform for silkworm (Bombyx mori ) genome biology. Jun Duan, Ruiqiang Li, Daojun Cheng, Wei Fan, Xingfu Zha, Tingcai Cheng, Yuqian Wu, Jun Wang, Kazuei Mita, Zhonghuai Xiang, Qingyou Xia. Nucleic Acids Research (38): 453-456 (2010). Web SearchBibTeXDownload
84Multi-label Classification without the Multi-label Cost. Xiatian Zhang, Quan Yuan, Shiwan Zhao, Wei Fan, Wentao Zheng, Zhong Wang. SDM 2010, 778-789. Web SearchBibTeXDownload
83Generalized and Heuristic-Free Feature Construction for Improved Accuracy. Wei Fan, ErHeng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang. SDM 2010, 629-640. Web SearchBibTeXDownload
82Predictive Modeling with Heterogeneous Sources. Xiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang, Philip S. Yu. SDM 2010, 814-825. Web SearchBibTeXDownload
81Analysis of Chernoff criterion for linear dimensionality reduction. Jing Peng, Stefan A. Robila, Wei Fan, Guna Seetharaman. SMC 2010, 3014-3021. Web SearchBibTeXDownload
2009
80Heterogeneous cross domain ranking in latent space. Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, Yanzhu Liu. CIKM 2009, 987-996. Web SearchBibTeXDownload
79An Enhanced-Security Fair E-payment Protocol. Wei Fan, Huaying Shu, Elizabeth Fife, Qiang Yan. CSIE (1) 2009, 516-519. Web SearchBibTeXDownload
78Universal Learning over Related Distributions and Adaptive Graph Transduction. ErHeng Zhong, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. ECML/PKDD (2) 2009, 678-693. Web SearchBibTeXDownload
77Relaxed Transfer of Different Classes via Spectral Partition. Xiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren. ECML/PKDD (2) 2009, 366-381. Web SearchBibTeXDownload
76A Thunderstorm Forecast Model Based on Weighted SVM and Data Field. Wei Fan, Jie Ma, He Zhu. FSKD (5) 2009, 160-164. Web SearchBibTeXDownload
75Mining Interesting Ratio Patterns over a Stream Sliding Window. Wei Fan, Toyohide Watanabe, Koichi Asakura. ICMLA 2009, 731-734. Web SearchBibTeXDownload
74Breaking the computational barrier: a divide-conquer and aggregate based approach for Alu insertion site characterisation. Kun Zhang, Wei Fan, Prescott Deininger, Andrea Edwards, Zujia Xu, Dongxiao Zhu. I. J. Computational Biology and Drug Design (2): 302-322 (2009). Web SearchBibTeXDownload
73Heterogeneous source consensus learning via decision propagation and negotiation. Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han. KDD 2009, 339-348. Web SearchBibTeXDownload
72Cross domain distribution adaptation via kernel mapping. ErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure. KDD 2009, 1027-1036. Web SearchBibTeXDownload
71Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models. Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han. NIPS 2009, 585-593. Web SearchBibTeXDownload
70Latent space domain transfer between high dimensional overlapping distributions. Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. WWW 2009, 91-100. Web SearchBibTeXDownload
2008
69A Fair Mobile Payment Protocol. Wei Fan, Huaying Shu, Qiang Yan, Fang Wang. APNOMS 2008, 466-469. Web SearchBibTeXDownload
68Tabu Search Strategies for the Public Transportation Network Optimizations with Variable Transit Demand. Wei Fan, Randy Machemehl. Comp.-Aided Civil and Infrastruct. Engineering (23): 502-520 (2008). Web SearchBibTeXDownload
67Actively Transfer Domain Knowledge. Xiaoxiao Shi, Wei Fan, Jiangtao Ren. ECML/PKDD (2) 2008, 342-357. Web SearchBibTeXDownload
66Graph-Based Iterative Hybrid Feature Selection. ErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, Jing Peng, Kun Zhang. ICDM 2008, 1133-1138. Web SearchBibTeXDownload
65Classifying Data Streams with Skewed Class Distributions and Concept Drifts. Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu. IEEE Internet Computing (12): 37-49 (2008). Web SearchBibTeXDownload
64Knowledge transfer via multiple model local structure mapping. Jing Gao, Wei Fan, Jing Jiang, Jiawei Han. KDD 2008, 283-291. Cited by 10Web SearchBibTeXDownload
63Direct mining of discriminative and essential frequent patterns via model-based search tree. Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure. KDD 2008, 230-238. Cited by 8Web SearchBibTeXDownload
62Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond. Kun Zhang, Wei Fan. Knowl. Inf. Syst. (14): 299-326 (2008). Web SearchBibTeXDownload
61Forward Semi-supervised Feature Selection. Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu. PAKDD 2008, 970-976. Cited by 3Web SearchBibTeXDownload
60Clustering over Evolving Data Streams Based on Online Recent-Biased Approximation. Wei Fan, Yusuke Koyanagi, Koichi Asakura, Toyohide Watanabe. PKAW 2008, 12-26. Web SearchBibTeXDownload
59Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing. Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu. SDM 2008, 565-576. Cited by 4Web SearchBibTeXDownload
2007
58Optimizing Supply Chains through Service-Oriented Architecture. Xin Liu, Zhijun Zhang, Tingjie Lu, Wei Fan. CONFENIS (1) 2007, 405-414. Web SearchBibTeXDownload
57A Research on Construction of SOAs for Enterprises in China. Xin Liu, Ming Zha, Tingjie Lu, Wei Fan. CONFENIS (2) 2007, 1047-1056. Web SearchBibTeXDownload
56Two Fair Payment Protocols for E-Commerce Transaction. Wei Fan, Huaying Shu, Qiang Yan, Xin Liu. CONFENIS (2) 2007, 1037-1046. Web SearchBibTeXDownload
55Image Hallucination Using Neighbor Embedding over Visual Primitive Manifolds. Wei Fan, Dit-Yan Yeung. CVPR 2007. Web SearchBibTeXDownload
54On Appropriate Assumptions to Mine Data Streams: Analysis and Practice. Jing Gao, Wei Fan, Jiawei Han. ICDM 2007, 143-152. Web SearchBibTeXDownload
53Multi-agent Optimization Design for Multi-resource Job Shop Scheduling Problems. Fan Xue, Wei Fan. ICIC (2) 2007, 1193-1204. Web SearchBibTeXDownload
52Semi-supervised Cast Indexing for Feature-Length Films. Wei Fan, Tao Wang, Jean-Yves Bouguet, Wei Hu, Yimin Zhang, Dit-Yan Yeung. MMM (1) 2007, 625-635. Web SearchBibTeXDownload
51FGF: A web tool for Fishing Gene Family in a whole genome database. Hongkun Zheng, Junjie Shi, Xiaodong Fang, Yuan Li, Søren Vang, Wei Fan, Junyi Wang, Zhang Zhang, Wen Wang, Karsten Kristiansen, Jun Wang. Nucleic Acids Research (35): 121-125 (2007). Web SearchBibTeXDownload
50On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples. Wei Fan, Ian Davidson. SDM 2007. Web SearchBibTeXDownload
49A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions. Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu. SDM 2007. Cited by 16Web SearchBibTeXDownload
48Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S. Kun-Lung Wu, Philip S. Yu, Bugra Gedik, Kirsten Hildrum, Charu C. Aggarwal, Eric Bouillet, Wei Fan, David George, Xiaohui Gu, Gang Luo, Haixun Wang. VLDB 2007, 1185-1196. Web SearchBibTeXDownload
2006
47An Traceable Electronic Cash Model Based on Group Signature. Chaoqin Lei, Weidong Kou, Kai Fan, Wei Fan. CSREA EEE 2006, 209-214. Web SearchBibTeX
46Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification. Wei Fan, Dit-Yan Yeung. CVPR (2) 2006, 1384-1390. Web SearchBibTeXDownload
45Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance Manifolds. Wei Fan, Dit-Yan Yeung. FG 2006, 177-182. Web SearchBibTeXDownload
44Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions. Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li. ICDM 2006, 753-764. Web SearchBibTeXDownload
43Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation. Kun Zhang, Wei Fan, Bill P. Buckles, Xiaojing Yuan, Zujia Xu. ICDM 2006, 741-752. Web SearchBibTeXDownload
42Optimize Cooperative Agents with Organization in Distributed Scheduling System. Wei Fan, Fan Xue. ICIC (2) 2006, 502-509. Web SearchBibTeXDownload
41Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features. Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung. ICIP 2006, 665-668. Web SearchBibTeXDownload
40A general framework for accurate and fast regression by data summarization in random decision trees. Wei Fan, Joe McCloskey, Philip S. Yu. KDD 2006, 136-146. Web SearchBibTeXDownload
39Reverse testing: an efficient framework to select amongst classifiers under sample selection bias. Wei Fan, Ian Davidson. KDD 2006, 147-156. Web SearchBibTeXDownload
38When Efficient Model Averaging Out-Performs Boosting and Bagging. Ian Davidson, Wei Fan. PKDD 2006, 478-486. Web SearchBibTeXDownload
2005
37Video-Based Face Recognition Using Bayesian Inference Model. Wei Fan, Yunhong Wang, Tieniu Tan. AVBPA 2005, 122-130. Web SearchBibTeXDownload
36Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches. Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey. ICDM 2005, 154-161. Web SearchBibTeXDownload
35An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu. ICDM 2005, 605-608. Cited by 19Web SearchBibTeXDownload
34Local manifold matching for face recognition. Wei Liu, Wei Fan, Yunhong Wang, Tieniu Tan. ICIP (2) 2005, 926-929. Web SearchBibTeXDownload
33Maximizing Tree Diversity by Building Complete-Random Decision Trees. Fei Tony Liu, Kai Ming Ting, Wei Fan. PAKDD 2005, 605-610. Web SearchBibTeXDownload
32Making Data Mining Models Useful to Model Non-paying Customers of Exchange Carriers. Wei Fan, Janek Mathuria, Chang-Tien Lu. SDM 2005. Web SearchBibTeX
2004
31On the Optimality of Probability Estimation by Random Decision Trees. Wei Fan. AAAI 2004, 336-341. Web SearchBibTeX
30Mining Extremely Skewed Trading Anomalies. Wei Fan, Philip S. Yu, Haixun Wang. EDBT 2004, 801-810. Cited by 9Web SearchBibTeXDownload
29Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams. Wei Fan, Yi-an Huang, Philip S. Yu. ICDM 2004, 379-382. Cited by 8Web SearchBibTeXDownload
28Combining Null Space-based Gabor Features for Face Recognition. Wei Fan, Yunhong Wang, Wei Liu, Tieniu Tan. ICPR (1) 2004, 330-333. Web SearchBibTeXDownload
27Systematic data selection to mine concept-drifting data streams. Wei Fan. KDD 2004, 128-137. Web SearchBibTeXDownload
26Using artificial anomalies to detect unknown and known network intrusions. Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan. Knowl. Inf. Syst. (6): 507-527 (2004). Web SearchBibTeXDownload
25Active Mining of Data Streams. Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu. SDM 2004. Cited by 25Web SearchBibTeXDownload
24A Fast Algorithm for Subspace Clustering by Pattern Similarity. Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei. SSDBM 2004, 51. Cited by 18Web SearchBibTeXDownload
23StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams. Wei Fan. VLDB 2004, 1257-1260. Web SearchBibTeXDownload
2003
22Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies. Yi-an Huang, Wei Fan, Wenke Lee, Philip S. Yu. ICDCS 2003, 478. Cited by 106Web SearchBibTeXDownload
21Indexing Weighted-Sequences in Large Databases. Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu. ICDE 2003, 63-74. Cited by 29Web SearchBibTeXDownload
20Is random model better? On its accuracy and efficiency. Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma. ICDM 2003, 51-58. Web SearchBibTeXDownload
19Inductive Learning in Less Than One Sequential Data Scan. Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo. IJCAI 2003, 595-600. Web SearchBibTeX
18Mining concept-drifting data streams using ensemble classifiers. Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han. KDD 2003, 226-235. Cited by 349Web SearchBibTeXDownload
17ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu. SIGMOD Conference 2003, 110-121. Cited by 218Web SearchBibTeXDownload
2002
16Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles. Wei Fan, Fang Chu, Haixun Wang, Philip S. Yu. AAAI/IAAI 2002, 146-151. Cited by 16Web SearchBibTeX
15An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu. CSB 2002, 256-267. Web SearchBibTeXDownload
14A Fully Distributed Framework for Cost-Sensitive Data Mining. Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo. ICDCS 2002, 445-446. Cited by 4Web SearchBibTeXDownload
13Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté. ICDM 2002, 3-10. Web SearchBibTeXDownload
12Progressive Modeling. Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo, Salvatore J. Stolfo. ICDM 2002, 163-170. Web SearchBibTeXDownload
11Toward Cost-Sensitive Modeling for Intrusion Detection and Response. Wenke Lee, Wei Fan, Matthew Miller, Salvatore J. Stolfo, Erez Zadok. Journal of Computer Security (10): 5-22 (2002). Web SearchBibTeXDownload
10Ensemble-based Adaptive Intrusion Detection. Wei Fan, Salvatore J. Stolfo. SDM 2002. Web SearchBibTeXDownload
9A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo. SDM 2002. Cited by 11Web SearchBibTeXDownload
2001
8Using Artificial Anomalies to Detect Unknown and Known Network Intrusions. Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan. ICDM 2001, 123-130. Web SearchBibTeXDownload
7Mining System Audit Data: Opportunities and Challenges. Wenke Lee, Wei Fan. SIGMOD Record (30): 35-44 (2001). Web SearchBibTeXDownload
6Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project. Salvatore J. Stolfo, Wenke Lee, Philip K. Chan, Wei Fan, Eleazar Eskin. SIGMOD Record (30): 5-14 (2001). Web SearchBibTeXDownload
2000
5Web-collaborative filtering: recommending music by crawling the Web. William W. Cohen, Wei Fan. Computer Networks (33): 685-698 (2000). Web SearchBibTeXDownload
4A Multiple Model Cost-Sensitive Approach for Intrusion Detection. Wei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller. ECML 2000, 142-153. Web SearchBibTeXDownload
1999
3Learning Page-Independent Heuristics for Extracting Data from Web Pages. William W. Cohen, Wei Fan. Computer Networks (31): 1641-1652 (1999). Web SearchBibTeXDownload
2AdaCost: Misclassification Cost-Sensitive Boosting. Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan. ICML 1999, 97-105. Web SearchBibTeX
1The Application of AdaBoost for Distributed, Scalable and On-Line Learning. Wei Fan, Salvatore J. Stolfo, Junxin Zhang. KDD 1999, 362-366. Web SearchBibTeXDownload
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References
1. ^ WWW2010 – Raleigh: Committee - Retrieved 2011-03-19 - details
2. ^ KDD 2009: Research Track Program Committee - Retrieved 2009-11-21 - details
3. ^ www 2009 Madrid - Retrieved 2011-06-28 - details
4. ^ CIKM 2008 | Program Committee - Retrieved 2010-11-25 - details
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