Nathalie Japkowicz

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40EERocío Alaiz-Rodríguez, Nathalie Japkowicz: Assessing the Impact of Changing Environments on Classifier Performance. Canadian Conference on AI 2008: 13-24
39EEGuichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar: Full Border Identification for Reduction of Training Sets. Canadian Conference on AI 2008: 203-215
38EEReuben Smith, Nathalie Japkowicz, Maxwell Dondo, Peter Mason: Using Unsupervised Learning for Network Alert Correlation. Canadian Conference on AI 2008: 308-319
37EENathalie Japkowicz, Pritika Sanghi, Peter Tischer: A Projection-Based Framework for Classifier Performance Evaluation. ECML/PKDD (1) 2008: 548-563
36EERocío Alaiz-Rodríguez, Nathalie Japkowicz, Peter Tischer: A Visualization-Based Exploratory Technique for Classifier Comparison with Respect to Multiple Metrics and Multiple Domains. ECML/PKDD (2) 2008: 660-665
35EEGuichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar: Border Sampling through Coupling Markov Chain Monte Carlo. ICDM 2008: 393-402
34EERocío Alaiz-Rodríguez, Nathalie Japkowicz, Peter Tischer: Visualizing Classifier Performance on Different Domains. ICTAI (2) 2008: 3-10
33EEBenjamin X. Wang, Nathalie Japkowicz: Boosting Support Vector Machines for Imbalanced Data Sets. ISMIS 2008: 38-47
32 Yuval Marom, Ingrid Zukerman, Nathalie Japkowicz: A Meta-learning Approach for Selecting between Response Automation Strategies in a Help-desk Domain. AAAI 2007: 907-912
31 Christina George, Nathalie Japkowicz: A Unified Framework for Relative Clause Simplification and Relative Pronoun Correction. IC-AI 2007: 602-608
30EEWangzhong Lu, Jeannette C. M. Janssen, Evangelos E. Milios, Nathalie Japkowicz, Yongzheng Zhang: Node similarity in the citation graph. Knowl. Inf. Syst. 11(1): 105-129 (2007)
29EEMarina Sokolova, Nathalie Japkowicz, Stan Szpakowicz: Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation. Australian Conference on Artificial Intelligence 2006: 1015-1021
28EEWilliam Elazmeh, Nathalie Japkowicz, Stan Matwin: Evaluating Misclassifications in Imbalanced Data. ECML 2006: 126-137
27EEOlivier Henchiri, Nathalie Japkowicz: A Feature Selection and Evaluation Scheme for Computer Virus Detection. ICDM 2006: 891-895
26EEJerffeson Teixeira de Souza, Stan Matwin, Nathalie Japkowicz: Parallelizing Feature Selection. Algorithmica 45(3): 433-456 (2006)
25EENarjès Boufaden, William Elazmeh, Yimin Ma, Stan Matwin, Nour El-Kadri, Nathalie Japkowicz: PEEP- An Information Extraction base approach for Privacy Protection in Email. CEAS 2005
24EEQuintin Armour, William Elazmeh, Nour El-Kadri, Nathalie Japkowicz, Stan Matwin: Privacy Compliance Enforcement in Email. Canadian Conference on AI 2005: 194-204
23EEHui Li, Nathalie Japkowicz, Caroline Barrière: English to Chinese Translation of Prepositions. Canadian Conference on AI 2005: 412-416
22 Reuben Smith, Nathalie Japkowicz, Maxwell Dondo: Clustering using an Autoassociator: A Case Study in Network Event Correlation. IASTED PDCS 2005: 613-618
21EEJerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin: STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process. PKDD 2005: 667-674
20EENarjès Boufaden, William Elazmeh, Stan Matwin, Nathalie Japkowicz: PEEP- Privacy Enforcement in Email Project. PST 2005
19EELoïs Rigouste, Stan Szpakowicz, Nathalie Japkowicz, Terry Copeck: An Automatic Evaluation Framework for Improving a Configurable Text Summarizer. Canadian Conference on AI 2004: 529-533
18EERehan Akbani, Stephen Kwek, Nathalie Japkowicz: Applying Support Vector Machines to Imbalanced Datasets. ECML 2004: 39-50
17 Justin Z. Zhan, Stan Matwin, Nathalie Japkowicz, LiWu Chang: Privacy-Preserving Collaborative Association Rule Mining. ICEB 2004: 1172-1178
16EENitesh V. Chawla, Nathalie Japkowicz, Aleksander Kotcz: Editorial: special issue on learning from imbalanced data sets. SIGKDD Explorations 6(1): 1-6 (2004)
15EETaeho Jo, Nathalie Japkowicz: Class imbalances versus small disjuncts. SIGKDD Explorations 6(1): 40-49 (2004)
14EEMarvin Zaluski, Nathalie Japkowicz, Stan Matwin: Case Authoring from Text and Historical Experiences. Canadian Conference on AI 2003: 222-236
13EETerry Copeck, Nathalie Japkowicz, Stan Szpakowicz: Text Summarization as Controlled Search. Canadian Conference on AI 2002: 268-280
12EEMarina Sokolova, Mario Marchand, Nathalie Japkowicz, John Shawe-Taylor: The Decision List Machine. NIPS 2002: 921-928
11EENathalie Japkowicz, Shaju Stephen: The class imbalance problem: A systematic study. Intell. Data Anal. 6(5): 429-449 (2002)
10EEWangzhong Lu, Jeannette Janssen, Evangelos E. Milios, Nathalie Japkowicz: Node similarity in networked information spaces. CASCON 2001: 11
9EENathalie Japkowicz: Concept-Learning in the Presence of Between-Class and Within-Class Imbalances. Canadian Conference on AI 2001: 67-77
8EEAndrew Estabrooks, Nathalie Japkowicz: A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets. IDA 2001: 34-43
7 Yves Lespérance, Gerd Wagner, William P. Birmingham, Kurt D. Bollacker, Alexander Nareyek, J. Paul Walser, David W. Aha, Timothy W. Finin, Benjamin N. Grosof, Nathalie Japkowicz, Robert Holte, Lise Getoor, Carla P. Gomes, Holger H. Hoos, Alan C. Schultz, Miroslav Kubat, Tom M. Mitchell, Jörg Denzinger, Yolanda Gil, Karen L. Myers, Claudio Bettini, Angelo Montanari: AAAI 2000 Workshop Reports. AI Magazine 22(1): 127-136 (2001)
6 Nathalie Japkowicz: Supervised Versus Unsupervised Binary-Learning by Feedforward Neural Networks. Machine Learning 42(1/2): 97-122 (2001)
5EETodd Eavis, Nathalie Japkowicz: A Recognition-Based Alternative to Discrimination-Based Multi-layer Perceptrons. Canadian Conference on AI 2000: 280-292
4 Nathalie Japkowicz, Stephen Jose Hanson, Mark A. Gluck: Nonlinear Autoassociation Is Not Equivalent to PCA. Neural Computation 12(3): 531-545 (2000)
3 Nathalie Japkowicz, Catherine Myers, Mark A. Gluck: A Novelty Detection Approach to Classification. IJCAI 1995: 518-523
2 Haym Hirsh, Nathalie Japkowicz: Bootstrapping Training-Data Representations for Inductive Learning: A Case Study in Molecular Biology. AAAI 1994: 639-644
1 Nathalie Japkowicz, Janyce Wiebe: A System for Translating Locative Prepositions from English into French. ACL 1991: 153-160

Coauthor Index

1David W. Aha [7]
2Rehan Akbani [18]
3Rocío Alaiz-Rodríguez [34] [36] [40]
4Quintin Armour [24]
5Caroline Barrière [23]
6Claudio Bettini [7]
7William P. Birmingham [7]
8Kurt D. Bollacker [7]
9Narjès Boufaden [20] [25]
10LiWu Chang [17]
11Nitesh V. Chawla [16]
12Terry Copeck [13] [19]
13Jörg Denzinger [7]
14Maxwell Dondo [22] [38]
15Todd Eavis [5]
16Nour El-Kadri [24] [25]
17William Elazmeh [20] [24] [25] [28]
18Andrew Estabrooks [8]
19Timothy W. Finin (Tim Finin) [7]
20Christina George [31]
21Lise Getoor [7]
22Yolanda Gil [7]
23Mark A. Gluck [3] [4]
24Carla P. Gomes [7]
25Benjamin N. Grosof [7]
26Stephen Jose Hanson [4]
27Olivier Henchiri [27]
28Haym Hirsh [2]
29Robert C. Holte (Robert Holte) [7]
30Holger H. Hoos (Holger Hoos) [7]
31Jeannette C. M. Janssen (Jeannette Janssen) [10] [30]
32Taeho Jo (Taeho C. Jo) [15]
33Aleksander Kotcz [16]
34Miroslav Kubat [7]
35Stephen Kwek [18]
36Yves Lespérance [7]
37Guichong Li [35] [39]
38Hui Li [23]
39Wangzhong Lu [10] [30]
40Yimin Ma [25]
41Mario Marchand [12]
42Yuval Marom [32]
43Peter Mason [38]
44Stan Matwin [14] [17] [20] [21] [24] [25] [26] [28]
45Evangelos E. Milios [10] [30]
46Tom M. Mitchell [7]
47Angelo Montanari [7]
48Catherine Myers [3]
49Karen L. Myers [7]
50Alexander Nareyek [7]
51Loïs Rigouste [19]
52Pritika Sanghi [37]
53Alan C. Schultz [7]
54John Shawe-Taylor [12]
55Reuben Smith [22] [38]
56Marina Sokolova [12] [29]
57Jerffeson Teixeira de Souza [21] [26]
58Shaju Stephen [11]
59Trevor J. Stocki [35] [39]
60Stan Szpakowicz [13] [19] [29]
61Peter Tischer [34] [36] [37]
62R. Kurt Ungar [35] [39]
63Gerd Wagner [7]
64J. Paul Walser [7]
65Benjamin X. Wang [33]
66Janyce Wiebe [1]
67Marvin Zaluski [14]
68Justin Z. Zhan [17]
69Yongzheng Zhang [30]
70Ingrid Zukerman [32]

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Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)