Alexios Koutsoukas

发表

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

Andreas Bender, Alexios Koutsoukas, Shardul Paricharak, 2014, J. Chem. Inf. Model..

Relating GPCRs pharmacological space based on ligands chemical similarities

Andreas Bender, Alexios Koutsoukas, Robert C. Glen, 2013, Journal of Cheminformatics.

Experimental validation of in silico target predictions on synergistic protein targets

Isidro Cortes-Ciriano, Andreas Bender, Alexios Koutsoukas, 2013, Journal of Cheminformatics.

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

Andreas Bender, Alexios Koutsoukas, Robert C. Glen, 2014, J. Chem. Inf. Model..

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

Alexios Koutsoukas, Jun Huan, Xiaoli Li, 2017, Journal of Cheminformatics.

Computer‐aided (in silico) approaches in the mode‐of‐action analysis and safety assessment of Ostarine and 4‐methylamphetamine

Alexios Koutsoukas, Andreas Bender, Andrew Cunningham, 2013, Human psychopharmacology.

Annotating targets with pathways: extending approaches to mode of action analysis

Andreas Bender, Alexios Koutsoukas, Robert C. Glen, 2013, Journal of Cheminformatics.

Comparing global and local likelihood score thresholds in multiclass laplacian-modified Naive Bayes protein target prediction.

Andreas Bender, Alexios Koutsoukas, Georgios Drakakis, 2015, Combinatorial chemistry & high throughput screening.

Research data supporting "Improving the Prediction of Organism-level Toxicity through Integration of Chemical, Protein Target and Cytotoxicity qHTS Data"

Alexios Koutsoukas, Robert C. Glen, Andreas Bender, 2016 .

Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model

Andreas Bender, Alexios Koutsoukas, David A. Evans, 2013, Journal of Cheminformatics.

Investigating Multiview and Multitask Learning Frameworks for Predicting Drug-Disease Associations

Alexios Koutsoukas, Jun Huan, Sai Nivedita Chandrasekaran, 2016, BCB.

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

Andreas Bender, Alexios Koutsoukas, Robert C. Glen, 2013, J. Chem. Inf. Model..

From in silico target prediction to multi-target drug design: current databases, methods and applications.

Andreas Bender, Meir Glick, Alexios Koutsoukas, 2011, Journal of proteomics.

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

Andreas Bender, Alexios Koutsoukas, Robert C. Glen, 2013, J. Chem. Inf. Model..

In-Silico Extraction of Design Ideas Using MMPA-by-QSAR and its Application on ADME Endpoints

Alexios Koutsoukas, Christopher E Keefer, George Chang, 2018, J. Chem. Inf. Model..

Chemogenomics approaches to rationalising compound action of traditional Chinese and Ayurvedic medicines

Andreas Bender, Alexios Koutsoukas, Robert Lowe, 2013, Journal of Cheminformatics.

Chemoghemogenomics approaches in rationalizing compound action of traditional Chinese and Ayurvedic medicines

Andreas Bender, Alexios Koutsoukas, Tai-Ping Fan, 2014 .