Pierre Geurts - Publications, H-index & Citations

Pierre Geurts

slovenian academy of sciences & arts (sasa)

42H指数

222论文数

2.4W被引数

收录论文 19

发表时间

Hybrid additive modeling with partial dependence for supervised regression and dynamical systems forecasting 结合偏依赖的混合加性建模：监督回归与动态系统预测

MACHINE LEARNING

IF2.9

2025-02-06

PREAI

Claes, Yann; Huynh-Thu, Van Anh; Geurts, Pierre

Optimizing model-agnostic random subspace ensembles 优化模型不可知的随机子空间集合

MACHINE LEARNING

IF2.9

2023-11-08

PREAI

Huynh-Thu, Van Anh; Geurts, Pierre

Error curves for evaluating the quality of feature rankings

PEERJ COMPUTER SCIENCE

IF2.5

2020-12-07

OAAI

Slavkov, Ivica; Petkovic, Matej; Geurts, Pierre; Kocev, Dragi; Dzeroski, Saso

Characterization of a temporoparietal junction subtype of Alzheimer's disease

HUMAN BRAIN MAPPING

IF3.3

2019-06-26

OAAI

Meyer, Francois; Wehenkel, Marie; Phillips, Christophe; Geurts, Pierre; Hustinx, Roland; Bernard, Claire; Bastin, Christine; Salmon, Eric

Random Forests Based Group Importance Scores and Their Statistical Interpretation: Application for Alzheimer's Disease

FRONTIERS IN NEUROSCIENCE

IF3.2

2018-06-29

OAAI

Wehenkel, Marie; Sutera, Antonio; Bastin, Christine; Geurts, Pierre; Phillips, Christophe

Global multi-output decision trees for interaction prediction

MACHINE LEARNING

IF2.9

2018-05-01

OAAI

Pliakos, Konstantinos; Ceurts, Pierre; Vens, Celine

dynGENIE3: dynamical GENIE3 for the inference of gene networks from time series expression data

SCIENTIFIC REPORTS

IF3.9

2018-02-21

139

OAAI

Van Anh Huynh-Thu; Geurts, Pierre

Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approach

SCIENTIFIC REPORTS

IF3.9

2018-01-11

OAAI

Vandaele, Remy; Aceto, Jessica; Muller, Marc; Peronnet, Frederique; Debat, Vincent; Wang, Ching-Wei; Huang, Cheng-Ta; Jodogne, Sebastien; Martinive, Philippe; Geurts, Pierre; Maree, Raphael

SCENIC: single-cell regulatory network inference and clustering Scenar: 单细胞调控网络推理和聚类

NATURE METHODS

IF32.1

2017-10-09

3.0K

OAAI

Aibar, Sara; Gonzalez-Blas, Carmen Bravo; Moerman, Thomas; Van Anh Huynh-Thu; Imrichova, Hana; Hulselmans, Gert; Rambow, Florian; Marine, Jean-Christophe; Geurts, Pierre; Aerts, Jan; van den Oord, Joost; Atak, Zeynep Kalender; Wouters, Jasper; Aerts, Stein

Towards generic image classification using tree-based learning: An extensive empirical study

PATTERN RECOGNITION LETTERS

IF3.3

2016-04-01

OAAI

Maree, Raphal; Geurts, Pierre; Wehenkel, Louis

Elevated basal levels of circulating activated platelets predict ICU-acquired sepsis and mortality: a prospective study (vol 19, 29, 2015)

CRITICAL CARE

IF9.3

2015-12-01

OAAI

Layios, N.; Delierneux, C.; Hego, A.; Huart, J.; Joly, A.; Geurts, P.; Damas, P.; Lecut, C.; Gothot, A.; Oury, C.

Prospective immune profiling in critically ill adults: before, during and after severe sepsis and septic shock (vol 19, 43, 2015)

CRITICAL CARE

IF9.3

2015-12-01

OAAI

Layios, N.; Gosset, C.; Delierneux, C.; Hego, A.; Huart, J.; Joly, A.; Geurts, P.; Damas, P.; Oury, C.; Gothot, A.

Rating Network Paths for Locality-Aware Overlay Construction and Routing

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2015-10-01

OAAI

Du, Wei; Liao, Yongjun; Tao, Narisu; Geurts, Pierre; Fu, Xiaoming; Leduc, Guy

Mapping Gene Regulatory Networks in Drosophila Eye Development by Large-Scale Transcriptome Perturbations and Motif Inference

CELL REPORTS

IF6.9

2014-12-01

OAAI

Potier, Delphine; Davie, Kristofer; Hulselmans, Gert; Sanchez, Marina Naval; Haagen, Lotte; Van Anh Huynh-Thu; Koldere, Duygu; Celik, Arzu; Geurts, Pierre; Christiaens, Valerie; Aerts, Stein

Identification of a microRNA landscape targeting the PI3K/Akt signaling pathway in inflammation-induced colorectal carcinogenesis

AMERICAN JOURNAL OF PHYSIOLOGY-GASTROINTESTINAL AND LIVER PHYSIOLOGY

IF3.3

2014-02-01

PREAI

Josse, Claire; Bouznad, Nassim; Geurts, Pierre; Irrthum, Alexandre; Van Anh Huynh-Thu; Servais, Laurence; Hego, Alexandre; Delvenne, Philippe; Bours, Vincent; Oury, Cecile

A screening methodology based on Random Forests to improve the detection of gene-gene interactions

EUROPEAN JOURNAL OF HUMAN GENETICS

IF4.6

2010-05-12

OAAI

De Lobel, Lizzy; Geurts, Pierre; Baele, Guy; Castro-Giner, Francesc; Kogevinas, Manolis; Van Steen, Kristel

Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities

NEUROCOMPUTING

IF6.5

2007-10-01

PREAI

Del Angel, Alberto; Geurts, Pierre; Ernst, Damien; Glavic, Mevludin; Wehenkel, Louis

Biomarker discovery for inflammatory bowel disease, using proteomic serum profiling

BIOCHEMICAL PHARMACOLOGY

IF5.6

2007-05-01

OAAI

Meuwis, Marie-Alice; Fillet, Marianne; Geurts, Pierre; de Seny, Dominique; Lutteri, Laurence; Chapelle, Jean-Paul; Bours, Vincent; Wehenkel, Louis; Belaiche, Jacques; Malaise, Michel; Louis, Edouard; Merville, Marie-Paule

Extremely randomized trees 极其随机的树

MACHINE LEARNING

IF2.9

2006-03-02

5.2K

OAAI

Geurts, P; Ernst, D; Wehenkel, L

研究方向