Network inference with ensembles of bi-clustering trees

por Pliakos, Konstantinos, Vens, Celine
Publicado 2019

Drug-target interaction prediction with tree-ensemble learning and output space reconstruction

por Pliakos, Konstantinos, Vens, Celine
Publicado 2020

Multi-stakeholder News Recommendation Using Hypergraph Learning

por Gharahighehi, Alireza, Vens, Celine, Pliakos, Konstantinos
Publicado 2020

Top-Down Clustering for Protein Subfamily Identification

por Costa, Eduardo P., Vens, Celine, Blockeel, Hendrik
Publicado 2013

Machine learning for discovering missing or wrong protein function annotations: A comparison using updated benchmark datasets

por Nakano, Felipe Kenji, Lietaert, Mathias, Vens, Celine
Publicado 2019

Echocardiographic phenogrouping by machine learning for risk stratification in the general population

por Sabovčik, František, Cauwenberghs, Nicholas, Vens, Celine, Kuznetsova, Tatiana
Publicado 2021

Machine learning and knowledge discovery in databases: European conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, proceedings, part I

por Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Saso
Publicado 2017

Predicting outcomes of acute kidney injury in critically ill patients using machine learning

por Nateghi Haredasht, Fateme, Viaene, Liesbeth, Pottel, Hans, De Corte, Wouter, Vens, Celine
Publicado 2023

Predicting gene function using hierarchical multi-label decision tree ensembles

por Schietgat, Leander, Vens, Celine, Struyf, Jan, Blockeel, Hendrik, Kocev, Dragi, Džeroski, Sašo
Publicado 2010

Validated risk prediction models for outcomes of acute kidney injury: a systematic review

por Haredasht, Fateme Nateghi, Vanhoutte, Laban, Vens, Celine, Pottel, Hans, Viaene, Liesbeth, De Corte, Wouter
Publicado 2023

Comparison between Cystatin C- and Creatinine-Based Estimated Glomerular Filtration Rate in the Follow-Up of Patients Recovering from a Stage-3 AKI in ICU

por Nateghi Haredasht, Fateme, Viaene, Liesbeth, Vens, Celine, Callewaert, Nico, De Corte, Wouter, Pottel, Hans
Publicado 2022

A machine learning based framework to identify and classify long terminal repeat retrotransposons

por Schietgat, Leander, Vens, Celine, Cerri, Ricardo, Fischer, Carlos N., Costa, Eduardo, Ramon, Jan, Carareto, Claudia M. A., Blockeel, Hendrik
Publicado 2018

Comparing the prediction performance of item response theory and machine learning methods on item responses for educational assessments

por Park, Jung Yeon, Dedja, Klest, Pliakos, Konstantinos, Kim, Jinho, Joo, Sean, Cornillie, Frederik, Vens, Celine, Van den Noortgate, Wim
Publicado 2022