Wojtek Kowalczyk

Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set

Eelke B. Lenselink, Niels ten Dijke, Brandon J. Bongers et al. · Journal of Cheminformatics · 2017 · 337 citations · Full text

Pharmacy, Bioinformatics, Medicinal Chemistry +17

Neural network identification of poets using letter sequences

Johan F. Hoorn, Stefan L. Frank, Wojtek Kowalczyk · Literary and Linguistic Computing · 1999 · 71 citations

Humanities, Linguistics, Literature +10

Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands

Wouter Verschoof‐van der Vaart, Karsten Lambers, Wojtek Kowalczyk et al. · ISPRS International Journal of Geo-Information · 2020 · 66 citations · Full text

Computing, Archaeology, Computer Science +17

Cluster-based Kriging approximation algorithms for complexity reduction

Bas van Stein, Hao Wang, Wojtek Kowalczyk et al. · Leiden Repository (Leiden University) · 2019 · 61 citations · Full text

Computing, Computer Science, Algorithms +10

Hyperparameter Optimisation for Improving Classification under Class Imbalance

Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen et al. · 2019 · 31 citations

Computing, Computer Science, Data Science +15