Ioannis Tsoulos
Ioannis Tsoulos
Associate Professor, Department of Informatics and Telecommunications, University of Ioannina
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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
Modifications of real code genetic algorithm for global optimization
IG Tsoulos
Applied Mathematics and Computation 203 (2), 598-607, 2008
Solving differential equations with genetic programming
IG Tsoulos, IE Lagaris
Genetic Programming and Evolvable Machines 7, 33-54, 2006
Solving differential equations with constructed neural networks
IG Tsoulos, D Gavrilis, E Glavas
Neurocomputing 72 (10-12), 2385-2391, 2009
Neural network construction and training using grammatical evolution
I Tsoulos, D Gavrilis, E Glavas
Neurocomputing 72 (1-3), 269-277, 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
Enhancing PSO methods for global optimization
IG Tsoulos, A Stavrakoudis
Applied Mathematics and Computation 216 (10), 2988-3001, 2010
Solving constrained optimization problems using a novel genetic algorithm
IG Tsoulos
Applied Mathematics and Computation 208 (1), 273-283, 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
Selecting and constructing features using grammatical evolution
D Gavrilis, IG Tsoulos, E Dermatas
Pattern Recognition Letters 29 (9), 1358-1365, 2008
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
MinFinder: Locating all the local minima of a function
IG Tsoulos, IE Lagaris
Computer Physics Communications 174 (2), 166-179, 2006
Stopping rules for box-constrained stochastic global optimization
IE Lagaris, IG Tsoulos
Applied Mathematics and Computation 197 (2), 622-632, 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
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
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
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
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
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
PDoublePop: An implementation of parallel genetic algorithm for function optimization
IG Tsoulos, A Tzallas, D Tsalikakis
Computer Physics Communications 209, 183-189, 2016
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