Nathalie Japkowicz is affiliated with American University in the United States and has contributed extensively to the field of Computer Science, with a focus on Artificial Intelligence. Their research spans multiple subfields including Signal Processing, Sociology and Political Science, Radiology, Nuclear Medicine and Imaging, and Computer Networks and Communications.
The scientist has published significant work on topics such as anomaly detection techniques and applications, imbalanced data classification techniques, misinformation and its impacts, network security and intrusion detection, COVID-19 diagnosis using AI, hate speech and cyberbullying detection, and data stream mining techniques.
Recent notable papers include:
Japkowicz has frequently collaborated with several researchers, including Roberto Corizzo, Evan Crothers, Zois Boukouvalas, Kamil Faber, and Herna L. Viktor.
Their work has appeared in various publication venues with multiple contributions to:
Japkowicz has also authored a book titled Machine Learning Evaluation, published in 2024 by Cambridge University Press.
Nathalie Japkowicz;Shaju Stephen
Nitesh V. Chawla;Nathalie Japkowicz;Aleksander Kotcz
N Chawla;N Japkowicz;A Kolcz
Marina Sokolova;Nathalie Japkowicz;Stan Szpakowicz
Rehan Akbani;Stephen Kwek;Nathalie Japkowicz
Andrew Estabrooks;Taeho Jo;Nathalie Japkowicz
Nathalie Japkowicz;Mohak Shah
Taeho Jo;Nathalie Japkowicz
Nathalie Japkowicz
Nathalie Japkowicz;Catherine Myers;Mark Gluck
Adrian Taylor;Sylvain Leblanc;Nathalie Japkowicz
Benjamin X. Wang;Nathalie Japkowicz
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Adrian Taylor;Nathalie Japkowicz;Sylvain Leblanc
Nathalie Japkowicz;Stephen Jose Hanson;Mark A. Gluck
Nathalie Japkowicz
Nathalie Japkowicz
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Olivier Henchiri;Nathalie Japkowicz
Nathalie Japkowicz;Jose Hanson;Casimir Kulikowski
Andrew Estabrooks;Nathalie Japkowicz
William Klement;Peter A Flach;Nathalie Japkowicz;Stan Matwin
Justin Zhan;Stan Matwin;LiWu Chang
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