[-] Name Disambiguation results for 8 "Wei Fan": [Show all "Wei Fan"]

<
1 h-index:16 #papers:53
2 h-index:3 #papers:7
3 h-index:1 #papers:5
School of Economics and Management, Beijing University of Posts ...
4 h-index:4 #papers:5
Hong Kong University of Science and Technology
5 h-index:2 #papers:3
6 h-index:1 #papers:2
College of Computer Science and Technology, Civil Aviation Unive ...
7 h-index:2 #papers:2
8 h-index:0 #papers:1
Department of Systems and Social Informatics, Graduate School of ...
>
[Edit]

Wei Fan
(ALIAS: Wei-Fan) [FOAF]  [Follow]

Position: Research Staff Member
Address: 19 Skyline Drive IBM T.J.Watson Research Hawthorne, NY 10532
Phone: 914-784-7027
Email:
Homepage: http://www.cs.columbia.edu/~wfan
[Edit]
Statistics: H-index: 16 (See all experts' h-index.)
total citation number: 1679
highest-cited paper: Mining concept-drifting data streams using ensemble classifiers (2003) at KDD (Cited By 419)

Research Interest:

Data Streams, Sample Selection, Classifying Data Streams, Concept-drifting Data Streams, Cost-Sensitive Data Mining

Show Temporal Interests (Do you want to see the change of his/her research interests?)


National Science Foundation - CN

[4] 樊玮, 基于粗糙集与关联规则的小尺度民用机场气象数值预报模式研究 (60672173), 2007-01-01 - 2007-12-01
[3] 樊玮, 基于多Agent协作及信息融合的飞机地面作业运行控制优化算法研究 (60472123), 2005-01-01 - 2005-12-01
[2] 樊卫, 融合自杀基因系统联合碘-125治疗鼻咽癌的实验研究 (30371620), 2004-01-01 - 2006-12-01
[1] 范玮, 基于可调半导体激光吸收术的燃烧室时诊断技术的研究 (50106012), 2002-01-01 - 2004-12-01

Publications: [Edit disambiguation Result]

2009(7)
[53]Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, Yanzhu Liu. Heterogeneous cross domain ranking in latent space.  CIKM'2009. pp.987~996   [Bibtex]
[52]ErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure. Cross domain distribution adaptation via kernel mapping.  KDD'2009. pp.1027~1036    Cited By 1[Bibtex]
[51]Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han. Heterogeneous source consensus learning via decision propagation and negotiation.  KDD'2009. pp.339~348    Cited By 5[Bibtex] [PDF]
[50]ErHeng Zhong, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. Universal Learning over Related Distributions and Adaptive Graph Transduction.  ECML/PKDD (2)'2009. pp.678~693   [Bibtex]
[49]Xiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren. Relaxed Transfer of Different Classes via Spectral Partition.  ECML/PKDD (2)'2009. pp.366~381    Cited By 1[Bibtex]
[48]Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. Latent space domain transfer between high dimensional overlapping distributions.  WWW'2009. pp.91~100    Cited By 2[Bibtex]
[47]Wei Fan, Kun Zhang. Bagging.  Theory of Computing Systems, 2009: 206~210   [Bibtex]
2008(8)
[46]ErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, Jing Peng, Kun Zhang. Graph-Based Iterative Hybrid Feature Selection.  ICDM'2008. pp.1133~1138   [Bibtex]
[45]Jing Gao, Wei Fan, Jing Jiang, Jiawei Han. Knowledge transfer via multiple model local structure mapping.  KDD'2008. pp.283~291    Cited By 15[Bibtex] [PDF]
[44]Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure. Direct mining of discriminative and essential frequent patterns via model-based search tree.  KDD'2008. pp.230~238    Cited By 18[Bibtex] [PDF]
[43]Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu. Forward Semi-supervised Feature Selection.  PAKDD'2008. pp.970~976    Cited By 5[Bibtex]
[42]Xiaoxiao Shi, Wei Fan, Jiangtao Ren. Actively Transfer Domain Knowledge.  ECML/PKDD (2)'2008. pp.342~357    Cited By 9[Bibtex]
[41]Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu. Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing.  SDM'2008. pp.565~576    Cited By 4[Bibtex]
[40]Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu. Classifying Data Streams with Skewed Class Distributions and Concept Drifts. IEEE Internet Computing, 2008: 37~49    Cited By 2[Bibtex]
[39]Kun Zhang, Wei Fan. Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond. Knowl. Inf. Syst., 2008: 299~326    Cited By 6[Bibtex]
2007(4)
[38]Jing Gao, Wei Fan, Jiawei Han. On Appropriate Assumptions to Mine Data Streams: Analysis and Practice.  ICDM'2007. pp.143~152    Cited By 21[Bibtex]
[37]Wei Fan, Ian Davidson. On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples.  SDM'2007.     Cited By 11[Bibtex]
[36]Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu. A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.  SDM'2007.     Cited By 24[Bibtex]
[35]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. Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S.  VLDB'2007. pp.1185~1196   [Bibtex]
2006(5)
[34]Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li. Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions.  ICDM'2006. pp.753~764   [Bibtex] [PDF]
[33]Kun Zhang, Wei Fan, Bill P. Buckles, Xiaojing Yuan, Zujia Xu. Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation.  ICDM'2006. pp.741~752    Cited By 3[Bibtex] [PDF]
[32]Wei Fan, Ian Davidson. Reverse testing: an efficient framework to select amongst classifiers under sample selection bias.  KDD'2006. pp.147~156    Cited By 11[Bibtex]
[31]Wei Fan, Joe McCloskey, Philip S. Yu. A general framework for accurate and fast regression by data summarization in random decision trees.  KDD'2006. pp.136~146    Cited By 3[Bibtex] [PDF]
[30]Ian Davidson, Wei Fan. When Efficient Model Averaging Out-Performs Boosting and Bagging.  PKDD'2006. pp.478~486    Cited By 5[Bibtex] [PDF]
2005(2)
[29]Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu. An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.  ICDM'2005. pp.605~608   [Bibtex] [PDF]
[28]Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey. Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches.  ICDM'2005. pp.154~161    Cited By 10[Bibtex] [PDF]
2004(7)
[27]Wei Fan, Philip S. Yu, Haixun Wang. Mining Extremely Skewed Trading Anomalies.  EDBT'2004. pp.801~810    Cited By 11[Bibtex]
[26]Wei Fan, Yi-an Huang, Philip S. Yu. Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams.  ICDM'2004. pp.379~382    Cited By 11[Bibtex] [PDF]
[25]Wei Fan. Systematic data selection to mine concept-drifting data streams.  KDD'2004. pp.128~137    Cited By 103[Bibtex] [PDF]
[24]Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu. Active Mining of Data Streams.  SDM'2004.     Cited By 34[Bibtex]
[23]Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei. A Fast Algorithm for Subspace Clustering by Pattern Similarity.  SSDBM'2004. pp.51~51    Cited By 19[Bibtex]
[22]Wei Fan. StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams.  VLDB'2004. pp.1257~1260    Cited By 40[Bibtex]
[21]Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan. Using artificial anomalies to detect unknown and known network intrusions. Knowl. Inf. Syst., 2004: 507~527    Cited By 101[Bibtex] [PDF]
2003(6)
[20]Yi-an Huang, Wei Fan, Wenke Lee, Philip S. Yu. Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies.  ICDCS'2003. pp.478~478    Cited By 125[Bibtex] [PDF]
[19]Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu. Indexing Weighted-Sequences in Large Databases.  ICDE'2003. pp.63~74    Cited By 35[Bibtex] [PDF]
[18]Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma. Is random model better? On its accuracy and efficiency.  ICDM'2003. pp.51~58    Cited By 34[Bibtex] [PDF]
[17]Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo. Inductive Learning in Less Than One Sequential Data Scan.  IJCAI'2003. pp.595~600    Cited By 2[Bibtex] [PDF]
[16]Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han. Mining concept-drifting data streams using ensemble classifiers.  KDD'2003. pp.226~235    Cited By 419[Bibtex] [PDF]
[15]Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu. ViST: A Dynamic Index Method for Querying XML Data by Tree Structures.  SIGMOD Conference'2003. pp.110~121    Cited By 252[Bibtex] [PDF]
2002(8)
[14]Wei Fan, Fang Chu, Haixun Wang, Philip S. Yu. Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles.  AAAI/IAAI'2002. pp.146~151    Cited By 18[Bibtex] [PDF]
[13]Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu. An Index Structure for Pattern Similarity Searching in DNA Microarray Dat.  CSB'2002. pp.256~267   [Bibtex]
[12]Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo. A Fully Distributed Framework for Cost-Sensitive Data Mining.  ICDCS'2002. pp.445~446    Cited By 5[Bibtex] [PDF]
[11]Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apte. Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing.  ICDM'2002. pp.3~10    Cited By 6[Bibtex] [PDF]
[10]Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo, Salvatore J. Stolfo. Progressive Modeling.  ICDM'2002. pp.163~170    Cited By 3[Bibtex] [PDF]
[9]Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo. A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits.  SDM'2002.     Cited By 11[Bibtex]
[8]Wei Fan, Salvatore J. Stolfo. Ensemble-based Adaptive Intrusion Detection.  SDM'2002.     Cited By 10[Bibtex]
[7]Wenke Lee, Wei Fan, Matthew Miller, Salvatore J. Stolfo, Erez Zadok. Toward Cost-Sensitive Modeling for Intrusion Detection and Response. Journal of Computer Security, 2002: 5~22   [Bibtex] [PDF]
2001(3)
[6]Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan. Using Artificial Anomalies to Detect Unknown and Known Network Intrusions.  ICDM'2001. pp.123~130    Cited By 101[Bibtex] [PDF]
[5]Salvatore J. Stolfo, Wenke Lee, Philip K. Chan, Wei Fan, Eleazar Eskin. Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project. SIGMOD Record, 2001: 5~14    Cited By 40[Bibtex]
[4]Wenke Lee, Wei Fan. Mining System Audit Data: Opportunities and Challenges. SIGMOD Record, 2001: 35~44    Cited By 10[Bibtex]
2000(1)
[3]Wei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller. A Multiple Model Cost-Sensitive Approach for Intrusion Detection.  ECML'2000. pp.142~153    Cited By 41[Bibtex]
1999(2)
[2]Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan. AdaCost: Misclassification Cost-Sensitive Boosting.  ICML'1999. pp.97~105    Cited By 215[Bibtex] [PDF]
[1]Wei Fan, Salvatore J. Stolfo, Junxin Zhang. The Application of AdaBoost for Distributed, Scalable and On-Line Learning.  KDD'1999. pp.362~366    Cited By 58[Bibtex] [PDF]