基本信息
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个人简介
Research interest
My research speciality is pattern mining, a field of data mining.
In the past I have worked on tree- and graph-structured patterns. I then have become more interested in generic pattern mining algorithms, where a single algorithm can handle a broad range of pattern definitions.
Efficiency is a key concern for pattern miners, in this regard I am interested on condensed representations and exploiting the parallelism of multicore processors.
Today's critical challenge for the pattern mining domain is to output few meaningful patterns. In this regard, I am interested in combining pattern mining approaches with optimization techniques.
研究兴趣
论文共 100 篇作者统计合作学者相似作者
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Gwladys Kelodjou,Laurence Rozé,Véronique Masson, Luis Galárraga,Romaric Gaudel, Maurice Tchuente,Alexandre Termier
AAAI 2024no. 12 (2024): 13094-13103
SMART AGRICULTURAL TECHNOLOGY (2024): 100380
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII (2023): 330-334
EGCpp.557-564, (2023)
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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: RESEARCH TRACK, ECML PKDD 2023, PT III (2023): 394-409
DATA MINING AND KNOWLEDGE DISCOVERYno. 2 (2023): 372-419
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Nathalie Mitton, Ludovic Brossard,Tassadit Bouadi, Frédérick Garcia,Romain Gautron, Nadine Hilgert, Dino Ienco, Christine Largouët, Evelyne Lutton, Véronique Masson, Roger Martin‐Clouaire,Marie-Laure Mugnier,
HAL (Le Centre pour la Communication Scientifique Directe) (2022)
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