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, Constantina Kopitsa, Andreas Miltiadous, Vasileios Charilogis, Spiridoula V Margariti, Evangelia Kiousi, Eleftherios Stergiou, G V Papamokos, I N Demetropoulos, Euripidis Glavas, Otis L Smart, Isaac E Lagaris, Dimitrios Tsalikakis, Dimitris Tsalikakis, Evangelos Karvounis, Ioannis Varvaras, Markos G Tsipouras, Nikolaos Giannakeas, Iosif Androulidakis, Elena Zaitseva, Katerina D Tzimourta, Thanasis Bilero,

Genetic Programming Articles by Ioannis G Tsoulos

  1. Constantina Kopitsa and Ioannis G. Tsoulos and Andreas Miltiadous and Vasileios Charilogis. Predicting the Damage of Urban Fires with Grammatical Evolution. Big Data and Cognitive Computing, 9(6):Article No. 142, 2025. details

  2. Ioannis G. Tsoulos and Ioannis Varvaras and Vasileios Charilogis. RbfCon: Construct Radial Basis Function Neural Networks with Grammatical Evolution. Software, 3(4):549-568, 2024. details

  3. Ioannis G. Tsoulos and Vasileios Charilogis and Dimitrios Tsalikakis. Local Crossover: A New Genetic Operator for Grammatical Evolution. Algorithms, 17(10):Article No. 461, 2024. details

  4. Ioannis G. Tsoulos and Vasileios Charilogis and Dimitrios Tsalikakis and Alexandros Tzallas. Improving the Generalization Abilities of Constructed Neural Networks with the Addition of Local Optimization Techniques. Algorithms, 17(10):Article No. 446, 2024. details

  5. Spiridoula V. Margariti and Ioannis G. Tsoulos and Evangelia Kiousi and Eleftherios Stergiou. Traffic Classification in Software-Defined Networking Using Genetic Programming Tools. Future Internet, 16(9):Article No. 338, 2024. details

  6. 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

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

  8. 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

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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

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

  25. 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