Alexios Koutsoukas

Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data

Alexios Koutsoukas, Keith J. Monaghan, Xiaoli Li et al. · Journal of Cheminformatics · 2017 · 308 citations · Full text

In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naïve Bayes and Parzen-Rosenblatt Window

Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi et al. · Journal of Chemical Information and Modeling · 2013 · 146 citations

Benchmarking Data Set, Drug Target, Engineering +29

How Diverse Are Diversity Assessment Methods? A Comparative Analysis and Benchmarking of Molecular Descriptor Space

Alexios Koutsoukas, Shardul Paricharak, Warren R. J. D. Galloway et al. · Journal of Chemical Information and Modeling · 2013 · 92 citations

Hit Identification, A Comparative Analysis, Natural Diversity +28

AP-Net: An atomic-pairwise neural network for smooth and transferable interaction potentials

Zachary L. Glick, Derek P. Metcalf, Alexios Koutsoukas et al. · The Journal of Chemical Physics · 2020 · 71 citations · Full text

Chemogenomics Approaches to Rationalizing the Mode-of-Action of Traditional Chinese and Ayurvedic Medicines

Fazlin Mohd Fauzi, Alexios Koutsoukas, Robert Lowe et al. · Journal of Chemical Information and Modeling · 2013 · 51 citations

Traditional Chinese, Drug Target, Chemoprevention Strategy +19