Hugo Ceulemans

ExCAPE-DB: an integrated large scale dataset facilitating Big Data analysis in chemogenomics

Lars Carlsson, Jörg K. Wegner, Thomas J. Ashby, 2017, Journal of Cheminformatics.

Macau: Scalable Bayesian Multi-relational Factorization with Side Information using MCMC

Yves Moreau, Hugo Ceulemans, Jaak Simm, 2015, 1509.04610.

Scaling machine learning for target prediction in drug discovery using Apache Spark

Jörg K. Wegner, Mathijs Saey, Wolfgang De Meuter, 2017, Future Gener. Comput. Syst..

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

Hugo Ceulemans, Sepp Hochreiter, Günter Klambauer, 2018, Chemical science.

Macau: Scalable Bayesian factorization with high-dimensional side information using MCMC

Yves Moreau, Jörg K. Wegner, Vladimir I. Chupakhin, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Erratum to: ExCAPE-DB: an integrated large scale dataset facilitating Big Data analysis in chemogenomics

Lars Carlsson, Jörg K. Wegner, Thomas J. Ashby, 2017, Journal of Cheminformatics.

MONA, Public Participation in the Siting of a LLW Repository in Mol, Belgium

Hugo Ceulemans, Bert Meus, 2003 .

Fast semi-supervised discriminant analysis for binary classification of large data-sets

Yves Moreau, Jörg K. Wegner, Karl Meerbergen, 2017, Pattern Recognit..

Highly Scalable Tensor Factorization for Prediction of Drug-Protein Interaction Type

Yves Moreau, Hugo Ceulemans, Jaak Simm, 2015, NIPS 2015.

Industry-scale application and evaluation of deep learning for drug target prediction

Thomas J. Ashby, Nina Jeliazkova, Ola Engkvist, 2020, Journal of Cheminformatics.

High-Throughput Gene Expression Profiles to Define Drug Similarity and Predict Compound Activity.

Hugo Ceulemans, Hinrich Göhlmann, Hans De Wolf, 2018, Assay and drug development technologies.