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个人简介
Her current research interests are in the field of database systems and data mining, more specifically on explainable AI, bias detection in data analytics, and machine learning algorithms for big data. Her research activity also focuses on the study of algorithms for various data mining tasks on diverse application domains (e.g., predictive maintenance, industry 4.0, health). She has published over 200 papers in international journals (IEEE TKDE, ACM TODS, ACM TOIS) and conference proceedings (IEEE ICDE, IEEE ICDM, VLDB). She visited IBM Almaden Research Labs (California), Stanford University Computer Science Department, and recently Narus Inc. (California). She has been area-chair of several editions of IEEE Int. Conf. on Data Mining ('08,’12, ICDM’14 - ICDM’22), ACM Knowledge Discovery in Data - Applied Data Science Track (’17-19, ’22), ECML-PKDD'11. She has served on the program committees of several international conferences and workshops.
研究兴趣
论文共 241 篇作者统计合作学者相似作者
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CoRR (2023): 1-6
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ICDEpp.2647-2659, (2023)
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Conference of the European Chapter of the Association for Computational Linguistics (2023): 2221-2238
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CoRR (2023)
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Marco Aldinucci,Elena Maria Baralis,Valeria Cardellini,Iacopo Colonnelli,Marco Danelutto, Sergio Decherchi,Giuseppe Di Modica,Luca Ferrucci, Marco Gribaudo,Francesco Iannone,Marco Lapegna,Doriana Medic,
SC-W '23: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysispp.2065-2076, (2023)
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ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2023)
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2022 IEEE 16th International Conference on Application of Information and Communication Technologies (AICT)pp.1-6, (2022)
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