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职业迁徙
个人简介
My research interests are in the areas of Artificial Intelligence and, most specifically, Machine Learning, Data Mining and Big Data Analysis. My areas of applications are defense and security, including cybersecurity as well as medicine, environmental safety, and business applications. I collaborate with a variety of governmental agencies, public institutions and private industries including DRDC, Health Canada, Ottawa area hospitals, Ciena, Weather Telematics, Larus Technologies, and TechInsights.
Over the years, she has supervised over thirty graduate students, received funding from Canadian Federal and Provincial institutions (NSERC, DRDC, Health Canada, OCE, MITACS CITO), worked with private companies (Girih, Larus Technologies, Weather Telematics, TechInsights, Ciena) and published over 100 articles, papers and books including Evaluating Learning Algorithms: A Classification Perspective, with Mohak Shah (Cambridge University Press, 2011) and Big Data Analysis: New Algorithms for a New Society, with Jerzy Stefanowski (Springer, 2016).
Over the years, she has supervised over thirty graduate students, received funding from Canadian Federal and Provincial institutions (NSERC, DRDC, Health Canada, OCE, MITACS CITO), worked with private companies (Girih, Larus Technologies, Weather Telematics, TechInsights, Ciena) and published over 100 articles, papers and books including Evaluating Learning Algorithms: A Classification Perspective, with Mohak Shah (Cambridge University Press, 2011) and Big Data Analysis: New Algorithms for a New Society, with Jerzy Stefanowski (Springer, 2016).
研究兴趣
论文共 237 篇作者统计合作学者相似作者
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EXPERT SYSTEMS WITH APPLICATIONS (2024): 121125-121125
Dhanush Kikkisetti, Raza Ul Mustafa, Wendy Melillo,Roberto Corizzo,Zois Boukouvalas,Jeff Gill,Nathalie Japkowicz
CoRR (2024)
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Neural networks : the official journal of the International Neural Network Society (2023): 248-273
Lucas P. Damasceno, Egzona Rexhepi, Allison Shafer, Ian Whitehouse,Nathalie Japkowicz,Charles C. Cavalcante,Roberto Corizzo,Zois Boukouvalas
Machine Learningpp.1-23, (2023)
arXiv (Cornell University) (2023)
Nicolas Antonio Cloutier,Nathalie Japkowicz
2023 IEEE International Conference on Big Data (BigData)pp.5181-5186, (2023)
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