基本信息
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职业迁徙
个人简介
In the last ten years, I built an informal research group, which at present includes 17 researchers. We develop methods for constraint-based data mining, predicting structured outputs, and automated modelling of dynamics systems and apply them to problems from systems biology and ecology.I coordinated the project IQ, which produced a general framework for data mining, leading to representational ontologies for datatypes and data mining) and methodological advances (methods for predicting structured outputs based on constrained predictive clustering). I participated in two EU-funded projects in the area of systems biology (E.E.T. Pipeline, PHAGOSYS).
I am currently coordinating the project MAESTRA, which is developing (among other) methods for predicting structured outputs. I have also proposed the process-based approach to automated modelling of dynamic systems and edited an overview on the area where the approach belongs (computational scientific discovery).
I am currently coordinating the project MAESTRA, which is developing (among other) methods for predicting structured outputs. I have also proposed the process-based approach to automated modelling of dynamic systems and edited an overview on the area where the approach belongs (computational scientific discovery).
研究兴趣
论文共 556 篇作者统计合作学者相似作者
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Tjasa Plaper,Estera Merljak,Tina Fink,Tadej Satler, Ajasja Ljubetic,Dusko Lainscek,Vid Jazbec,Mojca Bencina, Sintija Stevanoska,Saso Dzeroski,Roman Jerala
CELL DISCOVERYno. 1 (2024)
MACHINE LEARNING (2024)
Evolutionary computationpp.1-27, (2024)
Expert systems with applications (2024): 121507-121507
Machine Learningpp.1-33, (2024)
Expert systems with applications (2024): 121246-121246
Devis Tuia,Konrad Schindler, Begüm Demir,Xiao Xiang Zhu,Mrinalini Kochupillai,Sašo Džeroski, Jan N. van Rijn,Holger H. Hoos,Fabio Del Frate,Mihai Datcu, Volker Markl,Bertrand Le Saux, Rochelle Schneider, Gustau Camps-Valls
IEEE Geoscience and Remote Sensing Magazineno. 99 (2024): 2-25
Tatjana Mrvic,Sintija Stevanoska,Bojana Beovic,Mateja Logar, Sergeja Gregorcic, Benica Znidarsic,Katja Seme, Ivana Velimirovic,Natasa Svent Kucina,Polona Maver Vodicar,Veronika Krizan Hergouth,Saso Dzeroski,Mateja Pirs
Antibioticsno. 3 (2024): 214-214
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作者统计
#Papers: 553
#Citation: 17949
H-Index: 58
G-Index: 116
Sociability: 7
Diversity: 1
Activity: 4
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