Genetic Programming Bibliography entries for Ioannis G Tsoulos
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GP coauthors/coeditors:
Fardin Ahmadizar,
Khabat Soltanian,
Fardin Akhlaghian Tab,
Nikolaos Anastasopoulos,
Alexandros T Tzallas,
Dimitris Gavrilis,
Evangelos Dermatas,
George Georgoulas,
Chrysostomos Stylios,
Joao Bernardes,
Peter P Groumpos,
G V Papamokos,
I N Demetropoulos,
Euripidis Glavas,
Otis L Smart,
Isaac E Lagaris,
Dimitrios Tsalikakis,
Dimitris Tsalikakis,
Evangelos Karvounis,
Markos G Tsipouras,
Nikolaos Giannakeas,
Iosif Androulidakis,
Elena Zaitseva,
Katerina D Tzimourta,
Thanasis Bilero,
Genetic Programming Articles by Ioannis G Tsoulos
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Ioannis G. Tsoulos and Alexandros Tzallas and Evangelos Karvounis.
Adapting the Parameters of RBF Networks Using Grammatical Evolution.
AI, 4(4):1059-1078, 2023.
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Ioannis G. Tsoulos.
QFC: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution.
Algorithms, 15(8):article number 295, 2022.
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Nikolaos Anastasopoulos and Ioannis G. Tsoulos and Alexandros Tzallas.
GenClass: A parallel tool for data classification based on Grammatical Evolution.
SoftwareX, 16:100830, 2021.
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Ioannis G. Tsoulos.
Creating classification rules using Grammatical Evolution.
International Journal of Computational Intelligence Studies, 9(1/2):161-171, 2020.
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Ioannis G. Tsoulos and Alexandros Tzallas and Dimitrios Tsalikakis.
Genetic Feature Construction Genetic Feature Construction: a parallel implementation of a genetic programming tool for feature construction.
European Journal of Engineering and Technology Research, 4(5) 2019.
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Ioannis G. Tsoulos and Alexandros Tzallas and Dimitris Tsalikakis.
NNC: A tool based on Grammatical Evolution for data classification and differential equation solving.
SoftwareX, 10:100297, 2019.
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Katerina D. Tzimourta and Ioannis Tsoulos and Thanasis Bilero and Alexandros T. Tzallas and Markos G. Tsipouras and Nikolaos Giannakeas.
Direct Assessment of Alcohol Consumption in Mental State Using Brain Computer Interfaces and Grammatical Evolution.
Inventions, 3(3) 2018.
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Fardin Ahmadizar and Khabat Soltanian and Fardin AkhlaghianTab and Ioannis Tsoulos.
Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm.
Engineering Applications of Artificial Intelligence, 39:1-13, 2015.
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Otis Smart and Ioannis G. Tsoulos and Dimitris Gavrilis and George Georgoulas.
Grammatical evolution for features of epileptic oscillations in clinical intracranial electroencephalograms.
Expert Systems with Applications, 38(8):9991-9999, 2011.
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Ioannis G. Tsoulos and Dimitris Gavrilis and Euripidis Glavas.
Solving differential equations with constructed neural networks.
Neurocomputing, 72(10-12):2385-2391, 2009.
Lattice Computing and Natural Computing (JCIS 2007) / Neural Networks in Intelligent Systems Designn (ISDA 2007).
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G. V. Papamokos and I. G. Tsoulos and I. N. Demetropoulos and E. Glavas.
Location of amide I mode of vibration in computed data utilizing constructed neural networks.
Expert Systems with Applications, 36(10):12210-12213, 2009.
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Ioannis G. Tsoulos and I. E. Lagaris.
GenMin: An enhanced genetic algorithm for global optimization.
Computer Physics Communications, 178(11):843-851, 2008.
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Ioannis Tsoulos and Dimitris Gavrilis and Euripidis Glavas.
Neural network construction and training using grammatical evolution.
Neurocomputing, 72(1-3):269-277, 2008.
Machine Learning for Signal Processing (MLSP 2006) / Life System Modelling, Simulation, and Bio-inspired Computing (LSMS 2007).
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Dimitris Gavrilis and Ioannis G. Tsoulos and Evangelos Dermatas.
Selecting and constructing features using grammatical evolution.
Pattern Recognition Letters, 29(9):1358-1365, 2008.
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Ioannis G. Tsoulos and Dimitris Gavrilis and Evangelos Dermatas.
GDF v2.0, an enhanced version of GDF.
Computer Physics Communications, 177(12):976-977, 2007.
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George Georgoulas and Dimitris Gavrilis and Ioannis G. Tsoulos and Chrysostomos Stylios and Joao Bernardes and Peter P. Groumpos.
Novel approach for fetal heart rate classification introducing grammatical evolution.
Biomedical Signal Processing and Control, 2(2):69-79, 2007.
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Ioannis G. Tsoulos and Isaac E. Lagaris.
Genetically controlled random search: a global optimization method for continuous multidimensional functions.
Computer Physics Communications, 174(2):152-159, 2006.
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Ioannis G. Tsoulos and Dimitris Gavrilis and Evangelos Dermatas.
GDF: A tool for function estimation through grammatical evolution.
Computer Physics Communications, 174(7):555-559, 2006.
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I. G. Tsoulos and I. E. Lagaris.
Solving differential equations with genetic programming.
Genetic Programming and Evolvable Machines, 7(1):33-54, 2006.
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Ioannis G. Tsoulos and Isaac E. Lagaris.
GenAnneal: Genetically modified Simulated Annealing.
Computer Physics Communications, 174(10):846-851, 2006.
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Genetic Programming conference papers by Ioannis G Tsoulos
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Alexandros T. Tzallas and Ioannis Tsoulos and Markos G. Tsipouras and Nikolaos Giannakeas and Iosif Androulidakis and Elena Zaitseva.
Classification of EEG signals using feature creation produced by grammatical evolution. In
2016 24th Telecommunications Forum (TELFOR), Belgrade, Serbia, 2016. IEEE.
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Khabat Soltanian and Fardin Akhlaghian Tab and Fardin Ahmadi Zar and Ioannis Tsoulos.
Artificial neural networks generation using grammatical evolution. In
21st Iranian Conference on Electrical Engineering (ICEE 2013), Mashhad, Iran, 2013. IEEE.
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Dimitris Gavrilis and Ioannis Tsoulos and Evangelos Dermatas.
Evolutionary Grammar Induction for Protein Relation Extraction. In
Proceedings XI International Conference Speech and Computer, SPECOM 2006, St. Petersburg, Russia, 2006.
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