Alexios Koutsoukas

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 3

Top Topics

Bayes Classifier

Multitask Learning

Cost Sensitive Classification

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Alexios Koutsoukas, George Chang, Christopher E. Keefer
In-Silico Extraction of Design Ideas Using MMPA-by-QSAR and its Application on ADME Endpoints. J. Chem. Inf. Model. 59 (1) (2019)
Alexios Koutsoukas, Keith J. Monaghan, Xiaoli Li, Jun Huan
Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data. J. Cheminformatics 9 (1) (2017)
Sai Nivedita Chandrasekaran, Alexios Koutsoukas, Jun Huan
Investigating Multiview and Multitask Learning Frameworks for Predicting Drug-Disease Associations. BCB (2016)
Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi, Hamse Y. Mussa, Werner Klaffke, John B. O. Mitchell, Robert C. Glen, Andreas Bender
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. 54 (7) (2014)
Alexios Koutsoukas, Shardul Paricharak, Warren R. J. D. Galloway, David R. Spring, Adriaan P. IJzerman, Robert C. Glen, David Marcus, Andreas Bender
How Diverse Are Diversity Assessment Methods? A Comparative Analysis and Benchmarking of Molecular Descriptor Space. J. Chem. Inf. Model. 54 (1) (2014)
Isidro Cortes-Ciriano, Alexios Koutsoukas, Olga Abian, Andreas Bender, Adrian Velazquez-Campoy
Experimental validation of in silico target predictions on synergistic protein targets. J. Cheminformatics 5 (S-1) (2013)
Fazlin Fauzi, Alexios Koutsoukas, Robert Lowe, Kalpana Joshi, Tai-Ping Fan, Andreas Bender
Chemogenomics approaches to rationalising compound action of traditional Chinese and Ayurvedic medicines. J. Cheminformatics 5 (S-1) (2013)
Fazlin Fauzi, Alexios Koutsoukas, Robert Lowe, Kalpana Joshi, Tai-Ping Fan, Robert C. Glen, Andreas Bender
Chemogenomics Approaches to Rationalizing the Mode-of-Action of Traditional Chinese and Ayurvedic Medicines. J. Chem. Inf. Model. 53 (3) (2013)
Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi, Hamse Y. Mussa, Werner Klaffke, John B. O. Mitchell, Robert C. Glen, Andreas Bender
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. 53 (8) (2013)
Sonia Liggi, Alexios Koutsoukas, Yasaman Motamedi, Robert C. Glen, Andreas Bender
Annotating targets with pathways: extending approaches to mode of action analysis. J. Cheminformatics 5 (S-1) (2013)
Alexios Koutsoukas, Rubben Torella, George Drakakis, Andreas Bender, Robert C. Glen
Relating GPCRs pharmacological space based on ligands chemical similarities. J. Cheminformatics 5 (S-1) (2013)
Georgios Drakakis, Alexios Koutsoukas, Suzanne Clare Brewerton, David A. Evans, Andreas Bender
Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model. J. Cheminformatics 5 (S-1) (2013)