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Biographie et livres de Nathalie Japkowicz

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Nathalie Japkowicz is Professor and Chair of the Department of Computer Science at American University, Washington DC. She previously taught at the University of Ottawa. Her current research focuses on lifelong anomaly detection and hate speech detection. In the past, she researched one-class learning and the class imbalance problem extensively. She has received numerous awards, including Test of Time and Distinguished Service awards.
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Téléchargez le livre : Big Data Analysis: New Algorithms for a New Society
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Big Data Analysis: New Algorithms for a New Society

Nathalie Japkowicz , Jerzy Stefanowski

Springer

2015-12-16

PDF, ePub

This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never...

168,79 €

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Télécharger le livre : Machine Learning Evaluation
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Machine Learning Evaluation

Zois Boukouvalas , Nathalie Japkowicz

As machine learning applications gain widespread adoption and integration in a variety of applications, including safety and mission-critical systems, the need for robust evaluation methods grows more urgent. This book compiles scattered information on the topic from...

Parution : 2024-11-21
Format(s) : PDF
Éditeur : Cambridge University Press
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73,86 €

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