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Wei Fan

Papers on DiSC'04


Systematic Data Selection to Mine Concept-drifting Data Streams

A Fast Algorithm for Subspace Clustering by Pattern Similarity

StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams

Publications


Note: Links lead to the DBLP on the Web.

Wei Fan

Fei Tony Liu , Kai Ming Ting , Wei Fan: Maximizing Tree Diversity by Building Complete-Random Decision Trees. PAKDD 2005 : 605-610

Wei Fan: On the Optimality of Probability Estimation by Random Decision Trees. AAAI 2004 : 336-341

Wei Fan, Philip S. Yu , Haixun Wang : Mining Extremely Skewed Trading Anomalies. EDBT 2004 : 801-810

Wei Fan, Yi-an Huang , Philip S. Yu : Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams. ICDM 2004 : 379-382

Wei Fan, Yunhong Wang , Wei Liu , Tieniu Tan : Combining Null Space-based Gabor Features for Face Recognition. ICPR (1) 2004 : 330-333

Wei Fan: Systematic data selection to mine concept-drifting data streams. KDD 2004 : 128-137

Wei Fan, Yi-an Huang , Haixun Wang , Philip S. Yu : Active Mining of Data Streams. SDM 2004

Haixun Wang , Fang Chu , Wei Fan, Philip S. Yu , Jian Pei : A Fast Algorithm for Subspace Clustering by Pattern Similarity. SSDBM 2004 : 51-

Wei Fan: StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams. VLDB 2004 : 1257-1260

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. 6 (5): 507-527 (2004)

Yi-an Huang , Wei Fan, Wenke Lee , Philip S. Yu : Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies. ICDCS 2003 : 478-

Haixun Wang , Chang-Shing Perng , Wei Fan, Sanghyun Park , Philip S. Yu : Indexing Weighted-Sequences in Large Databases. ICDE 2003 : 63-74

Wei Fan, Haixun Wang , Philip S. Yu , Sheng Ma : Is random model better? On its accuracy and efficiency. ICDM 2003 : 51-58

Wei Fan, Haixun Wang , Philip S. Yu , Shaw-hwa Lo : Inductive Learning in Less Than One Sequential Data Scan. IJCAI 2003 : 595-600

Haixun Wang , Wei Fan, Philip S. Yu , Jiawei Han : Mining concept-drifting data streams using ensemble classifiers. KDD 2003 : 226-235

Haixun Wang , Sanghyun Park , Wei Fan, Philip S. Yu : ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. SIGMOD Conference 2003 : 110-121

Wei Fan, Fang Chu , Haixun Wang , Philip S. Yu : Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles. AAAI/IAAI 2002 : 146-151

Haixun Wang , Chang-Shing Perng , Wei Fan, Philip S. Yu : An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. CSB 2002 : 256-267

Wei Fan, Haixun Wang , Philip S. Yu , Salvatore J. Stolfo : A Fully Distributed Framework for Cost-Sensitive Data Mining. ICDCS 2002 : 445-446

Wei Fan, Haixun Wang , Philip S. Yu , Shaw-hwa Lo , Salvatore J. Stolfo : Progressive Modeling. ICDM 2002 : 163-170

Naoki Abe , Edwin P. D. Pednault , Haixun Wang , Bianca Zadrozny , Wei Fan, Chidanand Apté : Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. ICDM 2002 : 3-10

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

Wei Fan, Salvatore J. Stolfo : Ensemble-based Adaptive Intrusion Detection. SDM 2002

Wenke Lee , Wei Fan, Matthew Miller , Salvatore J. Stolfo , Erez Zadok : Toward Cost-Sensitive Modeling for Intrusion Detection and Response. Journal of Computer Security 10 (1/2): 5-22 (2002)

Wei Fan, Matthew Miller , Salvatore J. Stolfo , Wenke Lee , Philip K. Chan : Using Artificial Anomalies to Detect Unknown and Known Network Intrusions. ICDM 2001 : 123-130

Wenke Lee , Wei Fan: Mining System Audit Data: Opportunities and Challenges. SIGMOD Record 30 (4): 35-44 (2001)

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 30 (4): 5-14 (2001)

Wei Fan, Wenke Lee , Salvatore J. Stolfo , Matthew Miller : A Multiple Model Cost-Sensitive Approach for Intrusion Detection. ECML 2000 : 142-153

William W. Cohen , Wei Fan: Web-collaborative filtering: recommending music by crawling the Web. Computer Networks 33 (1-6): 685-698 (2000)

Wei Fan, Salvatore J. Stolfo , Junxin Zhang , Philip K. Chan : AdaCost: Misclassification Cost-Sensitive Boosting. ICML 1999 : 97-105

Wei Fan, Salvatore J. Stolfo , Junxin Zhang : The Application of AdaBoost for Distributed, Scalable and On-Line Learning. KDD 1999 : 362-366

William W. Cohen , Wei Fan: Learning Page-Independent Heuristics for Extracting Data from Web Pages. Computer Networks 31 (11-16): 1641-1652 (1999)

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