Wehenkel Marie

Main Referenced Co-authors

Geurts, Pierre (9)

Phillips, Christophe (9)

Bastin, Christine (7)

Meyer, François (2)

Salmon, Eric (2)

Main Referenced Keywords

Alzheimer's disease (6); Machine learning (6); Random forests (4); Prognosis (3); Group selection (2);

Main Referenced Unit & Research Centers

GIGA CRC (Cyclotron Research Center) In vivo Imaging-Aging & Memory - ULiège (8)

Main Referenced Disciplines

Engineering, computing & technology: Multidisciplinary, general & others (12)

Electrical & electronics engineering (1)

Neurology (1)

Neurosciences & behavior (1)

Publications (total 14)

Search in publications

The most downloaded

788 downloads

Wehenkel, M. (2018). Characterization of neurodegenerative diseases with tree ensemble methods: the case of Alzheimer's disease [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/227796 https://hdl.handle.net/2268/227796

The most cited

23 citations (Scopus®)

Wehenkel, M., Sutera, A., Bastin, C., Geurts, P.* , & Phillips, C.*. (29 June 2018). Random Forests based group importance scores and their statistical interpretation: application for Alzheimer’s disease. Frontiers in Neuroscience, 12, 411. doi:10.3389/fnins.2018.00411 https://hdl.handle.net/2268/226085