Ioannis Tsoulos
Ioannis Tsoulos
Associate Professor, Department of Informatics and Telecommunications, University of Ioannina
Verified email at uoi.gr
Title
Cited by
Cited by
Year
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
1152015
Modifications of real code genetic algorithm for global optimization
IG Tsoulos
Applied Mathematics and Computation 203 (2), 598-607, 2008
1142008
Solving differential equations with genetic programming
IG Tsoulos, IE Lagaris
Genetic Programming and Evolvable Machines 7 (1), 33-54, 2006
1002006
Solving differential equations with constructed neural networks
IG Tsoulos, D Gavrilis, E Glavas
Neurocomputing 72 (10-12), 2385-2391, 2009
872009
Neural network construction and training using grammatical evolution
I Tsoulos, D Gavrilis, E Glavas
Neurocomputing 72 (1-3), 269-277, 2008
782008
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
732010
Solving constrained optimization problems using a novel genetic algorithm
IG Tsoulos
Applied Mathematics and Computation 208 (1), 273-283, 2009
702009
Enhancing PSO methods for global optimization
IG Tsoulos, A Stavrakoudis
Applied Mathematics and Computation 216 (10), 2988-3001, 2010
632010
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
422007
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
382009
MinFinder: Locating all the local minima of a function
IG Tsoulos, IE Lagaris
Computer Physics Communications 174 (2), 166-179, 2006
372006
Stopping rules for box-constrained stochastic global optimization
IE Lagaris, IG Tsoulos
Applied Mathematics and Computation 197 (2), 622-632, 2008
352008
Selecting and constructing features using grammatical evolution
D Gavrilis, IG Tsoulos, E Dermatas
Pattern Recognition Letters 29 (9), 1358-1365, 2008
302008
Eucb: A C++ program for molecular dynamics trajectory analysis
IG Tsoulos, A Stavrakoudis
Computer Physics Communications 182 (3), 834-841, 2011
282011
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
282006
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
212013
GenMin: An enhanced genetic algorithm for global optimization
IG Tsoulos, IE Lagaris
Computer Physics Communications 178 (11), 843-851, 2008
212008
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
192017
Genanneal: Genetically modified simulated annealing
IG Tsoulos, IE Lagaris
Computer Physics Communications 174 (10), 846-851, 2006
172006
Genetically controlled random search: a global optimization method for continuous multidimensional functions
IG Tsoulos, IE Lagaris
Computer Physics Communications 174 (2), 152-159, 2006
172006
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