基本信息
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职业迁徙
个人简介
I am interested in developing data mining and machine learning methods to solve scientific and socially relevant problems. A primary focus of my research is to advance the growing field of theory-guided data science, where machine learning methods are systematically coupled with scientific knowledge (or physics) to accelerate scientific discovery. I am looking forward to work at the boundaries of data science and scientific domains by forging inter-disciplinary collaborations. I am also looking for bright and ambitious students who are motivated to solve real-world problems by pursuing novel research in data science. I have also had the chance to co-author the textbook, Introduction to Data Mining (2nd edition).
研究兴趣
论文共 133 篇作者统计合作学者相似作者
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Meghan A. Balk,John Bradley,M. Maruf, Bahadir Altintaş,Yasin Bakiş,Henry L. Bart,David Breen, Christopher R. Florian,Jane Greenberg,Anuj Karpatne, Kevin Karnani,Paula Mabee,
Methods in Ecology and Evolution (2024)
BIOSENSORS & BIOELECTRONICS (2024): 115829-115829
Advanced Intelligent Systemsno. 4 (2024): n/a-n/a
ADVANCED INTELLIGENT SYSTEMS (2024)
R. Ladwig,A. Daw,E. A. Albright, C. Buelo,A. Karpatne, M. F. Meyer, A. Neog, P. C. Hanson, H. A. Dugan
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMSno. 1 (2024): n/a-n/a
Sanmay Das,Nicholas Mattei,John P. Dickerson,Sven Koenig,Louise A. Dennis, Larry R. Medsker,Ziyu Yao,Anuj Karpatne,Alan Tsang, Matt Luckcuck
AI Mattersno. 3 (2023): 4-9
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CoRR (2023)
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