Alexios Koutsoukas

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2019 J jnl
In-Silico Extraction of Design Ideas Using MMPA-by-QSAR and its Application on ADME Endpoints.
J. Chem. Inf. Model.
Alexios Koutsoukas, George Chang, Christopher E. Keefer
2017 J jnl
Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data.
J. Cheminformatics
Alexios Koutsoukas, Keith J. Monaghan, Xiaoli Li, Jun Huan
2016 — conf
Investigating Multiview and Multitask Learning Frameworks for Predicting Drug-Disease Associations.
BCB
Sai Nivedita Chandrasekaran, Alexios Koutsoukas, Jun Huan
2014 J jnl
Erratum for "In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naı̈ve Bayes and Parzen-Rosenblatt Window".
J. Chem. Inf. Model.
Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi, Hamse Y. Mussa, Werner Klaffke, John B. O. Mitchell, Robert C. Glen, Andreas Bender
2014 J jnl
How Diverse Are Diversity Assessment Methods? A Comparative Analysis and Benchmarking of Molecular Descriptor Space.
J. Chem. Inf. Model.
Alexios Koutsoukas, Shardul Paricharak, Warren R. J. D. Galloway, David R. Spring, Adriaan P. IJzerman, Robert C. Glen, David Marcus, Andreas Bender
2013 J jnl
Annotating targets with pathways: extending approaches to mode of action analysis.
J. Cheminformatics
Sonia Liggi, Alexios Koutsoukas, Yasaman Motamedi, Robert C. Glen, Andreas Bender
2013 J jnl
Chemogenomics Approaches to Rationalizing the Mode-of-Action of Traditional Chinese and Ayurvedic Medicines.
J. Chem. Inf. Model.
Fazlin Fauzi, Alexios Koutsoukas, Robert Lowe, Kalpana Joshi, Tai-Ping Fan, Robert C. Glen, Andreas Bender
2013 J jnl
Chemogenomics approaches to rationalising compound action of traditional Chinese and Ayurvedic medicines.
J. Cheminformatics
Fazlin Fauzi, Alexios Koutsoukas, Robert Lowe, Kalpana Joshi, Tai-Ping Fan, Andreas Bender
2013 J jnl
Experimental validation of in silico target predictions on synergistic protein targets.
J. Cheminformatics
Isidro Cortes-Ciriano, Alexios Koutsoukas, Olga Abian, Andreas Bender, Adrián Velázquez-Campoy
2013 J jnl
In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naïve Bayes and Parzen-Rosenblatt Window.
J. Chem. Inf. Model.
Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi, Hamse Y. Mussa, Werner Klaffke, John B. O. Mitchell, Robert C. Glen, Andreas Bender
2013 J jnl
Relating GPCRs pharmacological space based on ligands chemical similarities.
J. Cheminformatics
Alexios Koutsoukas, Rubben Torella, George Drakakis, Andreas Bender, Robert C. Glen
2013 J jnl
Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model.
J. Cheminformatics
Georgios Drakakis, Alexios Koutsoukas, Suzanne Clare Brewerton, David A. Evans, Andreas Bender