| A community effort to assess and improve drug sensitivity prediction algorithms JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ... Nature biotechnology 32 (12), 1202-1212, 2014 | 604 | 2014 |
| Exploration and prediction of interactions between methanotrophs and heterotrophs M Stock, S Hoefman, FM Kerckhof, N Boon, P De Vos, B De Baets, ... Research in microbiology 164 (10), 1045-1054, 2013 | 66 | 2013 |
| Efficient regularized least-squares algorithms for conditional ranking on relational data T Pahikkala, A Airola, M Stock, B De Baets, W Waegeman Machine Learning 93 (2), 321-356, 2013 | 41 | 2013 |
| A decoy-free approach to the identification of peptides G Gonnelli, M Stock, J Verwaeren, D Maddelein, B De Baets, L Martens, ... Journal of proteome research 14 (4), 1792-1798, 2015 | 40 | 2015 |
| A kernel-based framework for learning graded relations from data W Waegeman, T Pahikkala, A Airola, T Salakoski, M Stock, B De Baets IEEE Transactions on Fuzzy Systems 20 (6), 1090-1101, 2012 | 33 | 2012 |
| Data-driven recipe completion using machine learning methods M De Clercq, M Stock, B De Baets, W Waegeman Trends in Food Science & Technology 49, 1-13, 2016 | 29 | 2016 |
| Linear filtering reveals false negatives in species interaction data M Stock, T Poisot, W Waegeman, B De Baets Scientific reports 7 (1), 1-8, 2017 | 25 | 2017 |
| A comparative study of pairwise learning methods based on kernel ridge regression M Stock, T Pahikkala, A Airola, B De Baets, W Waegeman Neural computation 30 (8), 2245-2283, 2018 | 24 | 2018 |
| miSTAR: miRNA target prediction through modeling quantitative and qualitative miRNA binding site information in a stacked model structure G Van Peer, A De Paepe, M Stock, J Anckaert, PJ Volders, ... Nucleic Acids Research 45 (7), e51-e51, 2017 | 24 | 2017 |
| A two-step learning approach for solving full and almost full cold start problems in dyadic prediction T Pahikkala, M Stock, A Airola, T Aittokallio, BD Baets, W Waegeman Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014 | 24 | 2014 |
| Predicting wildlife hosts of betacoronaviruses for SARS-CoV-2 sampling prioritization D Becker, GF Albery, AR Sjodin, T Poisot, L Bergner, T Dallas, EA Eskew, ... | 19 | 2020 |
| Predicting bacteriophage hosts based on sequences of annotated receptor-binding proteins D Boeckaerts, M Stock, B Criel, H Gerstmans, B De Baets, Y Briers Scientific reports 11 (1), 1-14, 2021 | 18 | 2021 |
| Liquid‐to‐solid ratio control as an advanced process control solution for continuous twin‐screw wet granulation N Nicolaď, F De Leersnyder, D Copot, M Stock, CM Ionescu, KV Gernaey, ... AIChE Journal 64 (7), 2500-2514, 2018 | 18 | 2018 |
| Predictive design of sigma factor-specific promoters M Van Brempt, J Clauwaert, F Mey, M Stock, J Maertens, W Waegeman, ... Nature communications 11 (1), 1-13, 2020 | 15 | 2020 |
| Algebraic shortcuts for leave-one-out cross-validation in supervised network inference M Stock, T Pahikkala, A Airola, W Waegeman, B De Baets Briefings in Bioinformatics 21 (1), 262-271, 2020 | 13 | 2020 |
| X-ray microtomography and linear discriminant analysis enable detection of embolism-related acoustic emissions NJF De Baerdemaeker, M Stock, J Van den Bulcke, B De Baets, ... Plant Methods 15 (1), 1-18, 2019 | 11 | 2019 |
| EcologicalNetworks. jl: analysing ecological networks of species interactions T Poisot, Z Bélisle, L Hoebeke, M Stock, P Szefer Ecography 42 (11), 1850-1861, 2019 | 11 | 2019 |
| Optimising predictive models to prioritise viral discovery in zoonotic reservoirs DJ Becker, GF Albery, AR Sjodin, T Poisot, LM Bergner, B Chen, ... The Lancet Microbe, 2022 | 10 | 2022 |
| Efficient pairwise learning using kernel ridge regression: an exact two-step method M Stock, T Pahikkala, A Airola, B De Baets, W Waegeman arXiv preprint arXiv:1606.04275, 2016 | 10 | 2016 |
| Identification of functionally related enzymes by learning-to-rank methods M Stock, T Fober, E Hüllermeier, S Glinca, G Klebe, T Pahikkala, A Airola, ... IEEE/ACM Transactions on Computational Biology and Bioinformatics 11 (6 …, 2014 | 8 | 2014 |
