Nathalie Japkowicz

	2012
63		Hang Shao, Nathalie Japkowicz: Applying Least Angle Regression to ELM. Canadian Conference on AI 2012: 170-180
62		Shiven Sharma, Colin Bellinger, Nathalie Japkowicz: Clustering Based One-Class Classification for Compliance Verification of the Comprehensive Nuclear-Test-Ban Treaty. Canadian Conference on AI 2012: 181-193
61		Nathalie Japkowicz: Mining the Hidden Structure of Inductive Learning Data Sets. Canadian Conference on AI 2012: 318-324
60		Guichong Li, Nathalie Japkowicz, Lian Yang: Anomaly Detection via Coupled Gaussian Kernels. Canadian Conference on AI 2012: 343-349
	2011
59		Nathalie Japkowicz, Mohak Shah: Evaluating Learning Algorithms: A Classification Perspective Cambridge University Press 2011
58		Lisa Gaudette, Nathalie Japkowicz: Compact Features for Sentiment Analysis. Canadian Conference on AI 2011: 146-157
57		William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin: Smooth Receiver Operating Characteristics (smROC) Curves. ECML/PKDD (2) 2011: 193-208
	2010
56		Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar: Cascading Customized Naïve Bayes Couple. Canadian Conference on AI 2010: 147-160
55		Houman Abbasian, Chris Drummond, Nathalie Japkowicz, Stan Matwin: Robustness of Classifiers to Changing Environments. Canadian Conference on AI 2010: 232-243
54		Alexandre Kouznetsov, Nathalie Japkowicz: Using Classifier Performance Visualization to Improve Collective Ranking Techniques for Biomedical Abstracts Classification. Canadian Conference on AI 2010: 299-303
53		Farid Seifi, Chris Drummond, Nathalie Japkowicz, Stan Matwin: Improving Bayesian Learning Using Public Knowledge. Canadian Conference on AI 2010: 348-351
52		Chris Drummond, Nathalie Japkowicz: Warning: statistical benchmarking is addictive. Kicking the habit in machine learning. J. Exp. Theor. Artif. Intell. 22(1): 67-80 (2010)
51		Benjamin X. Wang, Nathalie Japkowicz: Boosting support vector machines for imbalanced data sets. Knowl. Inf. Syst. 25(1): 1-20 (2010)
	2009
50		Yong Gao, Nathalie Japkowicz: Advances in Artificial Intelligence, 22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009, Kelowna, Canada, May 25-27, 2009, Proceedings Springer 2009
49		Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar: Instance Selection by Border Sampling in Multi-class Domains. ADMA 2009: 209-221
48		Lisa Gaudette, Nathalie Japkowicz: Evaluation Methods for Ordinal Classification. Canadian Conference on AI 2009: 207-210
47		William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin: Cost-Based Sampling of Individual Instances. Canadian Conference on AI 2009: 86-97
46		Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy: Workshop summary: The fourth workshop on evaluation methods for machine learning. ICML 2009: 167
45		Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Nathalie Japkowicz, Yuval Elovici: Unknown malcode detection and the imbalance problem. Journal in Computer Virology 5(4): 295-308 (2009)
	2008
44		Rocío Alaíz-Rodríguez, Nathalie Japkowicz: Assessing the Impact of Changing Environments on Classifier Performance. Canadian Conference on AI 2008: 13-24
43		Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar: Full Border Identification for Reduction of Training Sets. Canadian Conference on AI 2008: 203-215
42		Reuben Smith, Nathalie Japkowicz, Maxwell Dondo, Peter Mason: Using Unsupervised Learning for Network Alert Correlation. Canadian Conference on AI 2008: 308-319
41		Nathalie Japkowicz, Pritika Sanghi, Peter E. Tischer: A Projection-Based Framework for Classifier Performance Evaluation. ECML/PKDD (1) 2008: 548-563
40		Rocío Alaíz-Rodríguez, Nathalie Japkowicz, Peter E. Tischer: A Visualization-Based Exploratory Technique for Classifier Comparison with Respect to Multiple Metrics and Multiple Domains. ECML/PKDD (2) 2008: 660-665
39		Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar: Border Sampling through Coupling Markov Chain Monte Carlo. ICDM 2008: 393-402
38		Rocío Alaíz-Rodríguez, Nathalie Japkowicz, Peter E. Tischer: Visualizing Classifier Performance on Different Domains. ICTAI (2) 2008: 3-10
37		Nathalie Japkowicz, Pritika Sanghi, Peter E. Tischer: Classifier Utility Visualization by Distance-Preserving Projection of High Dimensional Performance D. ISAIM 2008
36		Benjamin X. Wang, Nathalie Japkowicz: Boosting Support Vector Machines for Imbalanced Data Sets. ISMIS 2008: 38-47
	2007
35		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
34		Christina George, Nathalie Japkowicz: A Unified Framework for Relative Clause Simplification and Relative Pronoun Correction. IC-AI 2007: 602-608
33		Sarabjot Singh Anand, Daniel Bahls, Catherina Burghart, Mark H. Burstein, Huajun Chen, John Collins, Thomas G. Dietterich, Jon Doyle, Chris Drummond, William Elazmeh, Christopher W. Geib, Judy Goldsmith, Hans W. Guesgen, Jim Hendler, Dietmar Jannach, Nathalie Japkowicz, Ulrich Junker, Gal A. Kaminka, Alfred Kobsa, Jérôme Lang, David B. Leake, Lundy Lewis, Gerard Ligozat, Sofus A. Macskassy, Drew V. McDermott, Ted Metzler, Bamshad Mobasher, Ullas Nambiar, Zaiqing Nie, Klas Orsvärn, Barry O'Sullivan, David V. Pynadath, Jochen Renz, Rita V. Rodríguez, Thomas Roth-Berghofer, Stefan Schulz, Rudi Studer, Yimin Wang, Michael P. Wellman: AAAI-07 Workshop Reports. AI Magazine 28(4): 119-128 (2007)
32		Wangzhong 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)
	2006
31		Marina 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
30		William Elazmeh, Nathalie Japkowicz, Stan Matwin: Evaluating Misclassifications in Imbalanced Data. ECML 2006: 126-137
29		Olivier Henchiri, Nathalie Japkowicz: A Feature Selection and Evaluation Scheme for Computer Virus Detection. ICDM 2006: 891-895
28		Wolfgang Achtner, Esma Aïmeur, Sarabjot Singh Anand, Doug Appelt, Naveen Ashish, Tiffany Barnes, Joseph E. Beck, M. Bernardine Dias, Prashant Doshi, Chris Drummond, William Elazmeh, Ariel Felner, Dayne Freitag, Hector Geffner, Christopher W. Geib, Richard Goodwin, Robert C. Holte, Frank Hutter, Fair Isaac, Nathalie Japkowicz, Gal A. Kaminka, Sven Koenig, Michail G. Lagoudakis, David B. Leake, Lundy Lewis, Hugo Liu, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Pascal Poupart, David V. Pynadath, Thomas Roth-Berghofer, Wheeler Ruml, Stefan Schulz, Sven Schwarz, Stephanie Seneff, Amit P. Sheth, Ron Sun, Michael Thielscher, Afzal Upal, Jason D. Williams, Steve Young, Dmitry Zelenko: Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. AI Magazine 27(4): 92-102 (2006)
27		Jerffeson Teixeira de Souza, Stan Matwin, Nathalie Japkowicz: Parallelizing Feature Selection. Algorithmica 45(3): 433-456 (2006)
	2005
26		Narjès 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
25		Quintin Armour, William Elazmeh, Nour El-Kadri, Nathalie Japkowicz, Stan Matwin: Privacy Compliance Enforcement in Email. Canadian Conference on AI 2005: 194-204
24		Hui Li, Nathalie Japkowicz, Caroline Barrière: English to Chinese Translation of Prepositions. Canadian Conference on AI 2005: 412-416
23		Reuben Smith, Nathalie Japkowicz, Maxwell Dondo: Clustering using an Autoassociator: A Case Study in Network Event Correlation. IASTED PDCS 2005: 613-618
22		Jerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin: STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process. PKDD 2005: 667-674
21		Narjès Boufaden, William Elazmeh, Stan Matwin, Nathalie Japkowicz: PEEP- Privacy Enforcement in Email Project. PST 2005
	2004
20		Loïs Rigouste, Stan Szpakowicz, Nathalie Japkowicz, Terry Copeck: An Automatic Evaluation Framework for Improving a Configurable Text Summarizer. Canadian Conference on AI 2004: 529-533
19		Rehan Akbani, Stephen Kwek, Nathalie Japkowicz: Applying Support Vector Machines to Imbalanced Datasets. ECML 2004: 39-50
18		Justin Z. Zhan, Stan Matwin, Nathalie Japkowicz, LiWu Chang: Privacy-Preserving Collaborative Association Rule Mining. ICEB 2004: 1172-1178
17		Andrew Estabrooks, Taeho Jo, Nathalie Japkowicz: A Multiple Resampling Method for Learning from Imbalanced Data Sets. Computational Intelligence 20(1): 18-36 (2004)
16		Nitesh V. Chawla, Nathalie Japkowicz, Aleksander Kotcz: Editorial: special issue on learning from imbalanced data sets. SIGKDD Explorations 6(1): 1-6 (2004)
15		Taeho Jo, Nathalie Japkowicz: Class imbalances versus small disjuncts. SIGKDD Explorations 6(1): 40-49 (2004)
	2003
14		Marvin Zaluski, Nathalie Japkowicz, Stan Matwin: Case Authoring from Text and Historical Experiences. Canadian Conference on AI 2003: 222-236
	2002
13		Terry Copeck, Nathalie Japkowicz, Stan Szpakowicz: Text Summarization as Controlled Search. Canadian Conference on AI 2002: 268-280
12		Marina Sokolova, Mario Marchand, Nathalie Japkowicz, John Shawe-Taylor: The Decision List Machine. NIPS 2002: 921-928
11		Nathalie Japkowicz, Shaju Stephen: The class imbalance problem: A systematic study. Intell. Data Anal. 6(5): 429-449 (2002)
	2001
10		Wangzhong Lu, Jeannette Janssen, Evangelos E. Milios, Nathalie Japkowicz: Node similarity in networked information spaces. CASCON 2001: 11
9		Nathalie Japkowicz: Concept-Learning in the Presence of Between-Class and Within-Class Imbalances. Canadian Conference on AI 2001: 67-77
8		Andrew 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)
	2000
5		Todd 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)
	1995
3		Nathalie Japkowicz, Catherine Myers, Mark A. Gluck: A Novelty Detection Approach to Classification. IJCAI 1995: 518-523
	1994
2		Haym Hirsh, Nathalie Japkowicz: Bootstrapping Training-Data Representations for Inductive Learning: A Case Study in Molecular Biology. AAAI 1994: 639-644
	1991
1		Nathalie Japkowicz, Janyce Wiebe: A System for Translating Locative Prepositions from English into French. ACL 1991: 153-160

Coauthor Index

1	Houman Abbasian	[55]
2	Wolfgang Achtner	[28]
3	David W. Aha	[7]
4	Esma Aïmeur	[28]
5	Rehan Akbani	[19]
6	Rocío Alaíz-Rodríguez	[38] [40] [44]
7	Sarabjot S. Anand (Sarabjot Singh Anand, Sarab S. Anand)	[28] [33]
8	Doug Appelt	[28]
9	Quintin Armour	[25]
10	Naveen Ashish	[28]
11	Daniel Bahls	[33]
12	Tiffany Barnes	[28]
13	Caroline Barrière	[24]
14	Joseph E. Beck (Joseph Beck)	[28]
15	Colin Bellinger	[62]
16	Claudio Bettini	[7]
17	William P. Birmingham	[7]
18	Kurt D. Bollacker	[7]
19	Narjès Boufaden	[21] [26]
20	Catherina Burghart	[33]
21	Mark H. Burstein	[33]
22	LiWu Chang	[18]
23	Nitesh V. Chawla	[16]
24	Huajun Chen	[33]
25	John Collins	[33]
26	Terry Copeck	[13] [20]
27	Jörg Denzinger	[7]
28	M. Bernardine Dias	[28]
29	Thomas G. Dietterich	[33]
30	Maxwell Dondo	[23] [42]
31	Prashant Doshi	[28]
32	Jon Doyle	[33]
33	Chris Drummond	[28] [33] [46] [52] [53] [55]
34	Todd Eavis	[5]
35	Nour El-Kadri	[25] [26]
36	William Elazmeh	[21] [25] [26] [28] [30] [33]
37	Yuval Elovici	[45]
38	Andrew Estabrooks	[8] [17]
39	Clint Feher	[45]
40	Ariel Felner	[28]
41	Timothy W. Finin (Tim Finin)	[7]
42	Peter A. Flach	[47] [57]
43	Dayne Freitag	[28]
44	Yong Gao	[50]
45	Lisa Gaudette	[48] [58]
46	Hector Geffner	[28]
47	Christopher W. Geib	[28] [33]
48	Christina George	[34]
49	Lise Getoor	[7]
50	Yolanda Gil	[7]
51	Mark A. Gluck	[3] [4]
52	Judy Goldsmith	[33]
53	Carla P. Gomes	[7]
54	Richard Goodwin	[28]
55	Benjamin N. Grosof	[7]
56	Hans W. Guesgen (Hans Werner Guesgen)	[33]
57	Stephen Jose Hanson	[4]
58	Olivier Henchiri	[29]
59	James A. Hendler (Jim Hendler)	[33]
60	Haym Hirsh	[2]
61	Robert C. Holte (Robert Holte)	[7] [28]
62	Holger H. Hoos (Holger Hoos)	[7]
63	Frank Hutter	[28]
64	Fair Isaac	[28]
65	Dietmar Jannach	[33]
66	Jeannette C. M. Janssen (Jeannette Janssen)	[10] [32]
67	Taeho Jo (Taeho C. Jo)	[15] [17]
68	Ulrich Junker	[33]
69	Gal A. Kaminka	[28] [33]
70	William Klement	[46] [47] [57]
71	Alfred Kobsa	[33]
72	Sven Koenig	[28]
73	Aleksander Kotcz	[16]
74	Alexandre Kouznetsov	[54]
75	Miroslav Kubat	[7]
76	Stephen Kwek	[19]
77	Michail G. Lagoudakis	[28]
78	Jérôme Lang	[33]
79	David B. Leake	[28] [33]
80	Yves Lespérance	[7]
81	Lundy Lewis	[28] [33]
82	Guichong Li	[39] [43] [49] [56] [60]
83	Hui Li	[24]
84	Gérard Ligozat (Gerard Ligozat)	[33]
85	Hugo Liu	[28]
86	Wangzhong Lu	[10] [32]
87	Yimin Ma	[26]
88	Sofus A. Macskassy	[33] [46]
89	Mario Marchand	[12]
90	Yuval Marom	[35]
91	Peter Mason	[42]
92	Stan Matwin	[14] [18] [21] [22] [25] [26] [27] [30] [47] [53] [55] [57]
93	Drew V. McDermott	[33]
94	Ted Metzler	[28] [33]
95	Rada Mihalcea	[28]
96	Evangelos E. Milios	[10] [32]
97	Tom M. Mitchell	[7]
98	Bamshad Mobasher	[28] [33]
99	Angelo Montanari	[7]
100	Robert Moskovitch	[45]
101	Catherine Myers	[3]
102	Karen L. Myers	[7]
103	Ullas Nambiar (Ullas B. Nambiar)	[33]
104	Alexander Nareyek	[7]
105	Zaiqing Nie	[33]
106	Nir Nissim	[45]
107	Barry O'Sullivan	[33]
108	Klas Orsvärn	[33]
109	Pascal Poupart	[28]
110	David V. Pynadath	[28] [33]
111	Jochen Renz	[33]
112	Loïs Rigouste	[20]
113	Rita V. Rodríguez	[33]
114	Thomas Roth-Berghofer	[28] [33]
115	Wheeler Ruml	[28]
116	Pritika Sanghi	[37] [41]
117	Alan C. Schultz	[7]
118	Stefan Schulz	[28] [33]
119	Sven Schwarz	[28]
120	Farid Seifi	[53]
121	Stephanie Seneff	[28]
122	Mohak Shah	[59]
123	Hang Shao	[63]
124	Shiven Sharma	[62]
125	John Shawe-Taylor	[12]
126	Amit P. Sheth	[28]
127	Reuben Smith	[23] [42]
128	Marina Sokolova	[12] [31]
129	Jerffeson Teixeira de Souza	[22] [27]
130	Shaju Stephen	[11]
131	Trevor J. Stocki	[39] [43] [49] [56]
132	Dima Stopel	[45]
133	Rudi Studer	[33]
134	Ron Sun	[28]
135	Stan Szpakowicz	[13] [20] [31]
136	Michael Thielscher	[28]
137	Peter E. Tischer	[37] [38] [40] [41]
138	R. Kurt Ungar	[39] [43] [49] [56]
139	Afzal Upal	[28]
140	Gerd Wagner	[7]
141	J. Paul Walser	[7]
142	Benjamin X. Wang	[36] [51]
143	Yimin Wang	[33]
144	Michael P. Wellman	[33]
145	Janyce Wiebe	[1]
146	Jason D. Williams	[28]
147	Lian Yang	[60]
148	Steve Young	[28]
149	Marvin Zaluski	[14]
150	Dmitry Zelenko	[28]
151	Justin Z. Zhan	[18]
152	Yongzheng Zhang	[32]
153	Ingrid Zukerman	[35]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page