 | 2009 |
|---|
| 73 |       | Xiaoxiao Shi,
Wei Fan,
Qiang Yang,
Jiangtao Ren:
Relaxed Transfer of Different Classes via Spectral Partition.
ECML/PKDD (2) 2009: 366-381 |
| 72 | | ErHeng Zhong,
Wei Fan,
Jing Peng,
Olivier Verscheure,
Jiangtao Ren:
Universal Learning over Related Distributions and Adaptive Graph Transduction.
ECML/PKDD (2) 2009: 678-693 |
| 71 | | ErHeng Zhong,
Wei Fan,
Jing Peng,
Kun Zhang,
Jiangtao Ren,
Deepak S. Turaga,
Olivier Verscheure:
Cross domain distribution adaptation via kernel mapping.
KDD 2009: 1027-1036 |
| 70 | | Jing Gao,
Wei Fan,
Yizhou Sun,
Jiawei Han:
Heterogeneous source consensus learning via decision propagation and negotiation.
KDD 2009: 339-348 |
| 69 | | Sihong Xie,
Wei Fan,
Jing Peng,
Olivier Verscheure,
Jiangtao Ren:
Latent space domain transfer between high dimensional overlapping distributions.
WWW 2009: 91-100 |
| 2008 |
|---|
| 68 | | Wei Fan,
Huaying Shu,
Qiang Yan,
Fang Wang:
A Fair Mobile Payment Protocol.
APNOMS 2008: 466-469 |
| 67 | | Xiaoxiao Shi,
Wei Fan,
Jiangtao Ren:
Actively Transfer Domain Knowledge.
ECML/PKDD (2) 2008: 342-357 |
| 66 | | ErHeng Zhong,
Sihong Xie,
Wei Fan,
Jiangtao Ren,
Jing Peng,
Kun Zhang:
Graph-Based Iterative Hybrid Feature Selection.
ICDM 2008: 1133-1138 |
| 65 | | 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: 230-238 |
| 64 | | Jing Gao,
Wei Fan,
Jing Jiang,
Jiawei Han:
Knowledge transfer via multiple model local structure mapping.
KDD 2008: 283-291 |
| 63 | | Jiangtao Ren,
Zhengyuan Qiu,
Wei Fan,
Hong Cheng,
Philip S. Yu:
Forward Semi-supervised Feature Selection.
PAKDD 2008: 970-976 |
| 62 | | Wei Fan,
Yusuke Koyanagi,
Koichi Asakura,
Toyohide Watanabe:
Clustering over Evolving Data Streams Based on Online Recent-Biased Approximation.
PKAW 2008: 12-26 |
| 61 | | Jiangtao Ren,
Xiaoxiao Shi,
Wei Fan,
Philip S. Yu:
Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing.
SDM 2008: 565-576 |
| 60 | | Jing Gao,
Bolin Ding,
Wei Fan,
Jiawei Han,
Philip S. Yu:
Classifying Data Streams with Skewed Class Distributions and Concept Drifts.
IEEE Internet Computing 12(6): 37-49 (2008) |
| 59 | | Kun Zhang,
Wei Fan:
Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond.
Knowl. Inf. Syst. 14(3): 299-326 (2008) |
| 2007 |
|---|
| 58 | | Xin Liu,
Zhijun Zhang,
Tingjie Lu,
Wei Fan:
Optimizing Supply Chains through Service-Oriented Architecture.
CONFENIS (1) 2007: 405-414 |
| 57 | | Wei Fan,
Huaying Shu,
Qiang Yan,
Xin Liu:
Two Fair Payment Protocols for E-Commerce Transaction.
CONFENIS (2) 2007: 1037-1046 |
| 56 | | Xin Liu,
Ming Zha,
Tingjie Lu,
Wei Fan:
A Research on Construction of SOAs for Enterprises in China.
CONFENIS (2) 2007: 1047-1056 |
| 55 | | Wei Fan,
Dit-Yan Yeung:
Image Hallucination Using Neighbor Embedding over Visual Primitive Manifolds.
CVPR 2007 |
| 54 | | Jing Gao,
Wei Fan,
Jiawei Han:
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice.
ICDM 2007: 143-152 |
| 53 | | Fan Xue,
Wei Fan:
Multi-agent Optimization Design for Multi-resource Job Shop Scheduling Problems.
ICIC (2) 2007: 1193-1204 |
| 52 | | Wei Fan,
Tao Wang,
Jean-Yves Bouguet,
Wei Hu,
Yimin Zhang,
Dit-Yan Yeung:
Semi-supervised Cast Indexing for Feature-Length Films.
MMM (1) 2007: 625-635 |
| 51 | | Jing Gao,
Wei Fan,
Jiawei Han,
Philip S. Yu:
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.
SDM 2007 |
| 50 | | Wei Fan,
Ian Davidson:
On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples.
SDM 2007 |
| 49 | | 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: 1185-1196 |
| 48 | | Hongkun Zheng,
Junjie Shi,
Xiaodong Fang,
Yuan Li,
Søren Vang,
Wei Fan,
Junyi Wang,
Zhang Zhang,
Wen Wang,
Karsten Kristiansen,
Jun Wang:
FGF: A web tool for Fishing Gene Family in a whole genome database.
Nucleic Acids Research 35(Web-Server-Issue): 121-125 (2007) |
| 2006 |
|---|
| 47 |  | Chaoqin Lei,
Weidong Kou,
Kai Fan,
Wei Fan:
An Traceable Electronic Cash Model Based on Group Signature.
CSREA EEE 2006: 209-214 |
| 46 | | Wei Fan,
Dit-Yan Yeung:
Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification.
CVPR (2) 2006: 1384-1390 |
| 45 | | Wei Fan,
Dit-Yan Yeung:
Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance Manifolds.
FG 2006: 177-182 |
| 44 | | 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: 741-752 |
| 43 | | Kun Zhang,
Wei Fan,
Xiaojing Yuan,
Ian Davidson,
Xiangshang Li:
Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions.
ICDM 2006: 753-764 |
| 42 | | Wei Fan,
Fan Xue:
Optimize Cooperative Agents with Organization in Distributed Scheduling System.
ICIC (2) 2006: 502-509 |
| 41 | | Shu Liao,
Wei Fan,
Albert C. S. Chung,
Dit-Yan Yeung:
Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features.
ICIP 2006: 665-668 |
| 40 | | Wei Fan,
Joe McCloskey,
Philip S. Yu:
A general framework for accurate and fast regression by data summarization in random decision trees.
KDD 2006: 136-146 |
| 39 | | Wei Fan,
Ian Davidson:
Reverse testing: an efficient framework to select amongst classifiers under sample selection bias.
KDD 2006: 147-156 |
| 38 | | Ian Davidson,
Wei Fan:
When Efficient Model Averaging Out-Performs Boosting and Bagging.
PKDD 2006: 478-486 |
| 2005 |
|---|
| 37 | | Wei Fan,
Yunhong Wang,
Tieniu Tan:
Video-Based Face Recognition Using Bayesian Inference Model.
AVBPA 2005: 122-130 |
| 36 | | 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: 154-161 |
| 35 | | Wei Fan,
Ian Davidson,
Bianca Zadrozny,
Philip S. Yu:
An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.
ICDM 2005: 605-608 |
| 34 | | Wei Liu,
Wei Fan,
Yunhong Wang,
Tieniu Tan:
Local manifold matching for face recognition.
ICIP (2) 2005: 926-929 |
| 33 | | Fei Tony Liu,
Kai Ming Ting,
Wei Fan:
Maximizing Tree Diversity by Building Complete-Random Decision Trees.
PAKDD 2005: 605-610 |
| 32 | | Wei Fan,
Janek Mathuria,
Chang-Tien Lu:
Making Data Mining Models Useful to Model Non-paying Customers of Exchange Carriers.
SDM 2005 |
| 2004 |
|---|
| 31 | | Wei Fan:
On the Optimality of Probability Estimation by Random Decision Trees.
AAAI 2004: 336-341 |
| 30 | | Wei Fan,
Philip S. Yu,
Haixun Wang:
Mining Extremely Skewed Trading Anomalies.
EDBT 2004: 801-810 |
| 29 | | 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 |
| 28 | | Wei Fan,
Yunhong Wang,
Wei Liu,
Tieniu Tan:
Combining Null Space-based Gabor Features for Face Recognition.
ICPR (1) 2004: 330-333 |
| 27 | | Wei Fan:
Systematic data selection to mine concept-drifting data streams.
KDD 2004: 128-137 |
| 26 | | Wei Fan,
Yi-an Huang,
Haixun Wang,
Philip S. Yu:
Active Mining of Data Streams.
SDM 2004 |
| 25 | | Haixun Wang,
Fang Chu,
Wei Fan,
Philip S. Yu,
Jian Pei:
A Fast Algorithm for Subspace Clustering by Pattern Similarity.
SSDBM 2004: 51- |
| 24 | | Wei Fan:
StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams.
VLDB 2004: 1257-1260 |
| 23 | | 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) |
| 2003 |
|---|
| 22 | | Yi-an Huang,
Wei Fan,
Wenke Lee,
Philip S. Yu:
Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies.
ICDCS 2003: 478- |
| 21 | | Haixun Wang,
Chang-Shing Perng,
Wei Fan,
Sanghyun Park,
Philip S. Yu:
Indexing Weighted-Sequences in Large Databases.
ICDE 2003: 63-74 |
| 20 | | Wei Fan,
Haixun Wang,
Philip S. Yu,
Sheng Ma:
Is random model better? On its accuracy and efficiency.
ICDM 2003: 51-58 |
| 19 | | Wei Fan,
Haixun Wang,
Philip S. Yu,
Shaw-hwa Lo:
Inductive Learning in Less Than One Sequential Data Scan.
IJCAI 2003: 595-600 |
| 18 | | Haixun Wang,
Wei Fan,
Philip S. Yu,
Jiawei Han:
Mining concept-drifting data streams using ensemble classifiers.
KDD 2003: 226-235 |
| 17 | | 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 |
| 2002 |
|---|
| 16 | | Wei Fan,
Fang Chu,
Haixun Wang,
Philip S. Yu:
Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles.
AAAI/IAAI 2002: 146-151 |
| 15 | | 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 |
| 14 | | Wei Fan,
Haixun Wang,
Philip S. Yu,
Salvatore J. Stolfo:
A Fully Distributed Framework for Cost-Sensitive Data Mining.
ICDCS 2002: 445-446 |
| 13 | | Wei Fan,
Haixun Wang,
Philip S. Yu,
Shaw-hwa Lo,
Salvatore J. Stolfo:
Progressive Modeling.
ICDM 2002: 163-170 |
| 12 | | 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 |
| 11 | | 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 |
| 10 | | Wei Fan,
Salvatore J. Stolfo:
Ensemble-based Adaptive Intrusion Detection.
SDM 2002 |
| 9 | | 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) |
| 2001 |
|---|
| 8 | | 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 |
| 7 | | Wenke Lee,
Wei Fan:
Mining System Audit Data: Opportunities and Challenges.
SIGMOD Record 30(4): 35-44 (2001) |
| 6 | | 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) |
| 2000 |
|---|
| 5 | | Wei Fan,
Wenke Lee,
Salvatore J. Stolfo,
Matthew Miller:
A Multiple Model Cost-Sensitive Approach for Intrusion Detection.
ECML 2000: 142-153 |
| 4 | | William W. Cohen,
Wei Fan:
Web-collaborative filtering: recommending music by crawling the Web.
Computer Networks 33(1-6): 685-698 (2000) |
| 1999 |
|---|
| 3 | | Wei Fan,
Salvatore J. Stolfo,
Junxin Zhang,
Philip K. Chan:
AdaCost: Misclassification Cost-Sensitive Boosting.
ICML 1999: 97-105 |
| 2 | | Wei Fan,
Salvatore J. Stolfo,
Junxin Zhang:
The Application of AdaBoost for Distributed, Scalable and On-Line Learning.
KDD 1999: 362-366 |
| 1 | | William W. Cohen,
Wei Fan:
Learning Page-Independent Heuristics for Extracting Data from Web Pages.
Computer Networks 31(11-16): 1641-1652 (1999) |
