Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm F Ahmadizar, K Soltanian, F AkhlaghianTab, I Tsoulos Engineering Applications of Artificial Intelligence 39, 1-13, 2015 | 180 | 2015 |
Modifications of real code genetic algorithm for global optimization IG Tsoulos Applied Mathematics and Computation 203 (2), 598-607, 2008 | 133 | 2008 |
Solving differential equations with genetic programming IG Tsoulos, IE Lagaris Genetic Programming and Evolvable Machines 7, 33-54, 2006 | 120 | 2006 |
Solving differential equations with constructed neural networks IG Tsoulos, D Gavrilis, E Glavas Neurocomputing 72 (10-12), 2385-2391, 2009 | 115 | 2009 |
Neural network construction and training using grammatical evolution I Tsoulos, D Gavrilis, E Glavas Neurocomputing 72 (1-3), 269-277, 2008 | 114 | 2008 |
On locating all roots of systems of nonlinear equations inside bounded domain using global optimization methods IG Tsoulos, A Stavrakoudis Nonlinear Analysis: Real World Applications 11 (4), 2465-2471, 2010 | 100 | 2010 |
Enhancing PSO methods for global optimization IG Tsoulos, A Stavrakoudis Applied Mathematics and Computation 216 (10), 2988-3001, 2010 | 77 | 2010 |
Solving constrained optimization problems using a novel genetic algorithm IG Tsoulos Applied Mathematics and Computation 208 (1), 273-283, 2009 | 75 | 2009 |
Novel approach for fetal heart rate classification introducing grammatical evolution G Georgoulas, D Gavrilis, IG Tsoulos, C Stylios, J Bernardes, ... Biomedical Signal Processing and Control 2 (2), 69-79, 2007 | 54 | 2007 |
Molecular dynamics simulation of antimicrobial peptide arenicin‐2: β‐Hairpin stabilization by noncovalent interactions A Stavrakoudis, IG Tsoulos, ZO Shenkarev, TV Ovchinnikova Peptide Science: Original Research on Biomolecules 92 (3), 143-155, 2009 | 50 | 2009 |
Selecting and constructing features using grammatical evolution D Gavrilis, IG Tsoulos, E Dermatas Pattern Recognition Letters 29 (9), 1358-1365, 2008 | 50 | 2008 |
MinFinder: Locating all the local minima of a function IG Tsoulos, IE Lagaris Computer Physics Communications 174 (2), 166-179, 2006 | 45 | 2006 |
Stopping rules for box-constrained stochastic global optimization IE Lagaris, IG Tsoulos Applied Mathematics and Computation 197 (2), 622-632, 2008 | 43 | 2008 |
Biometric digital health technology for measuring motor function in Parkinson’s disease: results from a feasibility and patient satisfaction study G Mitsi, EU Mendoza, BD Wissel, E Barbopoulou, AK Dwivedi, I Tsoulos, ... Frontiers in neurology 8, 273, 2017 | 35 | 2017 |
Neural recognition and genetic features selection for robust detection of e-mail spam D Gavrilis, IG Tsoulos, E Dermatas Hellenic Conference on Artificial Intelligence, 498-501, 2006 | 33 | 2006 |
Artificial neural networks generation using grammatical evolution K Soltanian, FA Tab, FA Zar, I Tsoulos 2013 21st Iranian Conference on Electrical Engineering (ICEE), 1-5, 2013 | 30 | 2013 |
Application of machine learning in a Parkinson's disease digital biomarker dataset using neural network construction (NNC) methodology discriminates patient motor status IG Tsoulos, G Mitsi, A Stavrakoudis, S Papapetropoulos Frontiers in ICT 6, 10, 2019 | 28 | 2019 |
Eucb: A C++ program for molecular dynamics trajectory analysis IG Tsoulos, A Stavrakoudis Computer Physics Communications 182 (3), 834-841, 2011 | 26 | 2011 |
Tablet-based application for objective measurement of motor fluctuations in Parkinson disease BD Wissel, G Mitsi, AK Dwivedi, S Papapetropoulos, S Larkin, ... Digital Biomarkers 1 (2), 126-135, 2018 | 25 | 2018 |
A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques MG Tsipouras, N Giannakeas, AT Tzallas, ZE Tsianou, P Manousou, ... computer Methods and Programs in Biomedicine 140, 61-68, 2017 | 25 | 2017 |