Nathalie Japkowicz - Concepedia

Author

Nathalie Japkowicz

Also Known As

Ceci, Michelangelo, Japkowicz Nathalie, Japkowicz, Nathalie, LiWu Chang, N. Japkowicz, Nathalie Japkowicz, Nierstrasz, Oscar

244

Publications

18K

Citations

H-Index

152

Concepts

All Affiliations

University of Ottawa American University Dalhousie University National Research Council Canada AGH University of Krakow

About

Nathalie Japkowicz is an author at University of Ottawa specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	29	63	8.7K
2	Business	3	3	106
3	Education	2	2	3.3K
4	Arts	1	1	21
5	Health Sciences	1	1	29

Nathalie Japkowicz

Publications

10.1K

Citations

H-Index

Page 1

	Year	Citations
The class imbalance problem: A systematic study1 Nathalie Japkowicz, Shaju Stephen Intelligent Data Analysis Prior Class ProbabilitiesEngineeringMachine LearningEducationSocial Stratification	2002	3.2K
A Multiple Resampling Method for Learning from Imbalanced Data Sets Andrew Estabrooks, Taeho Jo, Nathalie Japkowicz Computational Intelligence EngineeringMachine LearningText MiningClassification MethodInformation Retrieval	2004	1K
Class imbalances versus small disjuncts Taeho Jo, Nathalie Japkowicz ACM SIGKDD Explorations Newsletter Artificial IntelligenceEngineeringMachine LearningClass Imbalance ProblemClassification Method	2004	675
Learning from Imbalanced Data Sets: A Comparison of Various Strategies * Nathalie Japkowicz	2000	453
A novelty detection approach to classification Nathalie Japkowicz, Catherine E. Myers, Mark A. Gluck	1995	393
Anomaly Detection in Automobile Control Network Data with Long Short-Term Memory Networks Adrian Taylor, Sylvain Leblanc, Nathalie Japkowicz Anomaly DetectionMachine LearningEngineeringInformation SecurityNetwork Analysis	2016	381
SPECIAL ISSUE ON LEARNING FROM IMBALANCED DATA SETS Nitesh V. Chawla, Nathalie Japkowicz, Aleksander Kołcz Data ClassificationEngineeringMachine LearningData ScienceData Mining	2004	325
Boosting support vector machines for imbalanced data sets Benjamin Wang, Nathalie Japkowicz Knowledge and Information Systems Data ClassificationImbalanced Data SetsSupport Vector MachineEngineeringMachine Learning	2009	276
Frequency-based anomaly detection for the automotive CAN bus Adrian Taylor, Nathalie Japkowicz, Sylvain Leblanc Anomaly DetectionEngineeringInformation SecurityInformation ForensicsHistorical Packet Timing	2015	264
The class imbalance problem in deep learning Kushankur Ghosh, Colin Bellinger, Roberto Corizzo, Machine Learning EngineeringMachine LearningDeep LearningClass ImbalancePattern Recognition	2022	213

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