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ORCIDAlexios Koutsoukas
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2010 – 2019
- 2019
[j11]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): 477-485 (2019)- 2017
- [j10]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): 42:1-42:13 (2017) - 2016
- [c1]Sai Nivedita Chandrasekaran, Alexios Koutsoukas, Jun Huan:
Investigating Multiview and Multitask Learning Frameworks for Predicting Drug-Disease Associations. BCB 2016: 138-145 - 2014
- [j9]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): 230-242 (2014) - [j8]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): 2180-2182 (2014) - 2013
- [j7]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): 15 (2013) - [j6]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): 26 (2013) - [j5]Isidro Cortes-Ciriano, Alexios Koutsoukas, Olga Abian, Andreas Bender, Adrián Velázquez-Campoy:
Experimental validation of in silico target predictions on synergistic protein targets. J. Cheminformatics 5(S-1): 31 (2013) - [j4]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): 34 (2013) - [j3]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): 44 (2013) - [j2]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): 661-673 (2013) - [j1]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): 1957-1966 (2013)
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