Publications

E. Tsoukas, M. Papadourakis, E. Chontzopoulou, S. Vythoulkas, C. Didachos, D. Cavouras, P. Zoumpoulakis, M.-T. Matsoukas. G.AI.A: An Integrated Machine-Learning Platform for Predicting Bioaccumulation and Ecotoxicity of Pharmaceuticals. Journal of Chemical Information and Modeling, Articles ASAP (Machine Learning and Deep Learning), January 2026. doi.org/10.1021/acs.jcim.5c02286

P. Ioannou, C. Didachos, G. Mourkousis, M. Protonotarios
EURMARS: Leveraging Context-Aware Microtasks and Feedback Loops to Improve Decision Support in Border Management Operational Procedures
RISE-SD 2024 Conference, Chalkidiki, Greece, October 2024
rise-sd2024.eu

C. Didachos, D.-P. Kintos, M. Fousteris, A. Kanavos
An Optimized Cloud Computing Method using Under-sampling Techniques for Extracting Molecular Descriptors from Imbalanced Datasets
Impact and Innovation Conference, University of East London, September 2023

M. Papadourakis, C. Didachos, V. Panagiotopoulos, E. Chontzopoulou, et al.
Developing a multimodal platform for in silico design of pharmaceuticals with reduced environmental footprint
Bio3 Forum, Athens, Greece, September 2023

M. Papadourakis, C. Didachos, S. Ouzounis, et al.
A multimodal platform for in silico development of green-by-design compounds
MedChem 2023, Thessaloniki, Greece, July 2023

C. Didachos, A. Kanavos
Extracting Knowledge from Recombination of SMILES Representations
AIAI 2023: 9th Int’l Conf. on Artificial Intelligence Applications and Innovations, León, Spain, June 2023

C. Didachos, S. Ouzounis, V. Panagiotopoulos, M. Roussaki, et al.
Predictive Models Utilizing Machine Learning for the Ecotoxicity Assessment of Pharmaceuticals
ABSET 2023: Advances in Biomedical Sciences, Engineering and Technology, Athens, Greece, June 2023
bmet.uniwa.gr/abset2023

C. Didachos, D.-P. Kintos, M. Fousteris, P. Mylonas, A. Kanavos
An Optimized Cloud Computing Method for Extracting Molecular Descriptors
GeNeDis 2022, Zakynthos, Greece, October 2022

C. Didachos, D.-P. Kintos, M. Fousteris, V. Gerogiannis, L. Son, A. Kanavos
A Cloud-based Distributed Computing Approach for Extracting Molecular Descriptors
ICACS 2022: 6th Int’l Conf. on Algorithms, Computing and Systems, Larissa, Greece, September 2022

C. Didachos, D.-P. Kintos, A. S. Lalos, G. Spyroulias, M. Fousteris
Application of Machine Learning Algorithms and Docking Simulations for Identifying New sGC Activators
HSCBB 2019: 14th Conference of the Hellenic Society for Computational Biology and Bioinformatics, Patras, Greece, December 2019