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Ioannis Tsoulos
Ioannis Tsoulos
Associate Professor, Department of Informatics and Telecommunications, University of Ioannina
Email verificata su uoi.gr
Titolo
Citata da
Citata da
Anno
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
1722015
Modifications of real code genetic algorithm for global optimization
IG Tsoulos
Applied Mathematics and Computation 203 (2), 598-607, 2008
1312008
Solving differential equations with genetic programming
IG Tsoulos, IE Lagaris
Genetic Programming and Evolvable Machines 7, 33-54, 2006
1172006
Solving differential equations with constructed neural networks
IG Tsoulos, D Gavrilis, E Glavas
Neurocomputing 72 (10-12), 2385-2391, 2009
1102009
Neural network construction and training using grammatical evolution
I Tsoulos, D Gavrilis, E Glavas
Neurocomputing 72 (1-3), 269-277, 2008
1072008
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
962010
Enhancing PSO methods for global optimization
IG Tsoulos, A Stavrakoudis
Applied Mathematics and Computation 216 (10), 2988-3001, 2010
752010
Solving constrained optimization problems using a novel genetic algorithm
IG Tsoulos
Applied Mathematics and Computation 208 (1), 273-283, 2009
752009
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
532007
Selecting and constructing features using grammatical evolution
D Gavrilis, IG Tsoulos, E Dermatas
Pattern Recognition Letters 29 (9), 1358-1365, 2008
512008
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
492009
MinFinder: Locating all the local minima of a function
IG Tsoulos, IE Lagaris
Computer Physics Communications 174 (2), 166-179, 2006
442006
Stopping rules for box-constrained stochastic global optimization
IE Lagaris, IG Tsoulos
Applied Mathematics and Computation 197 (2), 622-632, 2008
432008
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
332017
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
332006
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
272013
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
262019
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
252018
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
252017
PDoublePop: An implementation of parallel genetic algorithm for function optimization
IG Tsoulos, A Tzallas, D Tsalikakis
Computer Physics Communications 209, 183-189, 2016
252016
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
Articoli 1–20