[卓越演講113-1]Learning classifiers from concept drifting and imbalanced data streams (以英文演講)
- 講者Jerzy Maciej Stefanowski 博士 (Poznań University of Technology, Poland)
邀請人:廖弘源 - 時間2024-05-23 (Thu.) 10:00 ~ 12:00
- 地點資訊所新館106演講廳
摘要
BIO
Jerzy Stefanowski is a full professor at Poznan University of Technology Institute of Computing Science, and leads the university’s Machine Learning Lab. He is a Member of the Polish Academy of Sciences since 2021, and the Vice-President of the Polish Artificial Intelligence Society.
His research interests include data mining, machine learning, artificial intelligence and intelligent decision support. Major results are concerned with: explainable Artificial Intelligence, counterfactual or prototype explanations of machine learning black box models, induction of various types of rules, multiple classifiers - ensembles, mining class imbalanced data, incremental learning from evolving data streams and concept drift detection, data preprocessing, descriptive clustering of documents and medical applications of data mining. He is the author and co-author of over 230 research papers and 2 books. For more information, please refer to his personal webpage.