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

  1. Ioannis G. Tsoulos and Alexandros Tzallas and Evangelos Karvounis. Adapting the Parameters of RBF Networks Using Grammatical Evolution. AI, 4(4):1059-1078, 2023. details

  2. Ioannis G. Tsoulos. QFC: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution. Algorithms, 15(8):article number 295, 2022. details

  3. Nikolaos Anastasopoulos and Ioannis G. Tsoulos and Alexandros Tzallas. GenClass: A parallel tool for data classification based on Grammatical Evolution. SoftwareX, 16:100830, 2021. details

  4. Ioannis G. Tsoulos. Creating classification rules using Grammatical Evolution. International Journal of Computational Intelligence Studies, 9(1/2):161-171, 2020. details

  5. 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. details

  6. 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. details

  7. 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. details

  8. 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. details

  9. 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. details

  10. 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). details

  11. 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. details

  12. Ioannis G. Tsoulos and I. E. Lagaris. GenMin: An enhanced genetic algorithm for global optimization. Computer Physics Communications, 178(11):843-851, 2008. details

  13. 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). details

  14. Dimitris Gavrilis and Ioannis G. Tsoulos and Evangelos Dermatas. Selecting and constructing features using grammatical evolution. Pattern Recognition Letters, 29(9):1358-1365, 2008. details

  15. 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. details

  16. 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. details

  17. 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. details

  18. 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. details

  19. I. G. Tsoulos and I. E. Lagaris. Solving differential equations with genetic programming. Genetic Programming and Evolvable Machines, 7(1):33-54, 2006. details

  20. Ioannis G. Tsoulos and Isaac E. Lagaris. GenAnneal: Genetically modified Simulated Annealing. Computer Physics Communications, 174(10):846-851, 2006. details

Genetic Programming conference papers by Ioannis G Tsoulos