Nathalie Japkowicz

88 papers and 4.0k indexed citations i.

Nathalie Japkowicz has authored 88 papers that have received a total of 4.0k indexed citations. This includes 68 papers in Artificial Intelligence, 17 papers in Signal Processing and 10 papers in Electrical and Electronic Engineering. The topics of these papers are Anomaly Detection Techniques and Applications (26 papers), Imbalanced Data Classification Techniques (24 papers) and Adaptation to Concept Drift in Data Streams (18 papers). Nathalie Japkowicz is often cited by papers focused on Anomaly Detection Techniques and Applications (26 papers), Imbalanced Data Classification Techniques (24 papers) and Adaptation to Concept Drift in Data Streams (18 papers) and collaborates with scholars based in United States, Canada and Poland. Nathalie Japkowicz's co-authors include Colin Bellinger, Roberto Corizzo, Michelangelo Ceci, Xiaoguang Wang and Bartosz Krawczyk and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Information Sciences