Genetic Programming Bibliography entries for Georgios Dounias

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GP coauthors/coeditors: Vasilios P Androvitsaneas, Konstantinos Boulas, Valilios P Androvitsaneas, Ioannis F Gonos, Ioannis A Stathopulos, Chrissoleon T Papadopoulos, Athanasios D Tsakonas, Alexandros Tzanetos, Hubertus Axer, Beth Bjerregaard, Diedrich Graf von Keyserlingk, Jan Jantzen, Maria Gaila, Vassilios Vassiliadis, Nikolaos Kondakis, Evangelos Karampotsis, Yannis Marinakis, Georgia Panagi, Lia A Moulopoulos, Thomas Maris, Evangelia Panourgias, Meletios A Dimopoulos, Serhi D Shtovba, O M Kozachko, A Merikas, Helen Kitrinou, V Vivdyuk, Vasilios Aggelis, Ioannis Karkazis, Michael Doumpos, Constantin Zopounidis, Nikoloas Ampazis, Nikolaos Ampazis, Nikolaos Thomaidis,

Genetic Programming Articles by Georgios Dounias

  1. Yannis Marinakis and Georgios Dounias and Jan Jantzen. Pap smear diagnosis using a hybrid intelligent scheme focusing on genetic algorithm based feature selection and nearest neighbor classification. Computers in Biology and Medicine, 39(1):69-78, 2009. details

  2. Athanasios Tsakonas and Georgios Dounias. Evolving Neural-Symbolic Systems Guided by Adaptive Training Schemes: Applications in Finance. Applied Artificial Intelligence, 21(7):681-706, 2007. details

  3. Athanasios Tsakonas and George Dounias and Michael Doumpos and Constantin Zopounidis. Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming. Expert Systems With Applications, 30(3):449-461, 2006. Intelligent Information Systems for Financial Engineering. details

  4. Athanasios Tsakonas and Vasilios Aggelis and Ioannis Karkazis and Georgios Dounias. An evolutionary system for neural logic networks using genetic programming and indirect encoding. Journal of Applied Logic, 2(3):349-379, 2004. details

  5. Athanasios Tsakonas and Georgios Dounias and Jan Jantzen and Hubertus Axer and Beth Bjerregaard and Diedrich Graf von Keyserlingk. Evolving rule-based systems in two medical domains using genetic programming. Artificial Intelligence in Medicine, 32(3):195-216, 2004. details

  6. Athanasios Tsakonas and Helen Kitrinou and Georgios Dounias. Generalized Short-stage Multichannel Queuing Models Using Genetic Algorithms: A Real-World Application to Seaports. Journal of Management Sciences and Regional Development, 3:215-231, 2001. details

Genetic Programming conference papers by Georgios Dounias

  1. Konstantinos Boulas and Alexandros Tzanetos and Georgios Dounias. Acquisition of approximate throughput formulas for serial production lines with parallel machines using intelligent techniques. In Proceedings of the 10th Hellenic Conference on Artificial Intelligence, pages 18:1-18:7, Rio Patras, Greece, 2018. ACM Press. Article No 18. details

  2. Konstantinos Boulas and Valilios P. Androvitsaneas and Ioannis F. Gonos and Georgios Dounias and Ioannis A. Stathopulos. Ground Resistance Estimation using Genetic Programming. In Athanasios Spyridakos and Lazaros Vryzidis editors, 5th International Symposium and 27th National Conference on Operation Research, pages 66-71, Aigaleo, Athens, 2016. details

  3. Konstantinos Boulas and Georgios Dounias and Chrissoleon Papadopoulos and Athanasios Tsakonas. Acquisition of Accurate or Approximate Throughput Formulas for Serial Production Lines through Genetic Programming. In Proceedings of the 4th International Symposium \& 26th National Conference on Operational Research, HELORS-2015, volume 1, pages 128-133, Chania, Greece, 2015. Hellenic Operational Research Society. details

  4. Maria Gaila and Vassilios Vassiliadis and Nikolaos Kondakis and George Dounias. Genetic Programming-based trading system: An application on the NASDAQ 100 stock index. In IMAEF-2012, Ioannina, Greece, 2012. details

  5. Vassilios Vassiliadis and Nikolaos Thomaidis and George Dounias. On the Performance and Convergence Properties of Hybrid Intelligent Schemes: Application on Portfolio Optimization Domain. In Cecilia Di Chio and Anthony Brabazon and Gianni A. Di Caro and Rolf Drechsler and Muddassar Farooq and Joern Grahl and Gary Greenfield and Christian Prins and Juan Romero and Giovanni Squillero and Ernesto Tarantino and Andrea G. B. Tettamanzi and Neil Urquhart and A. Sima Uyar editors, Applications of Evolutionary Computation EVOFIN-2011, Part 2, volume 6625, pages 131-140, Turin, Italy, 2011. Springer. details

  6. Athanasios Tsakonas and Georgios Dounias. Deriving Models for Software Project Effort Estimation by Means of Genetic Programming. In Ana L. N. Fred editor, Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, KDIR 2009, pages 34-42, Funchal, Madeira, Portugal, 2009. INSTICC Press. details

  7. Athanasios Tsakonas and Georgios Dounias. Predicting Defects in Software Using Grammar-Guided Genetic Programming. In John Darzentas and George A. Vouros and Spyros Vosinakis and Argyris Arnellos editors, Proceedings 5th Hellenic Conference on AI, SETN 2008, volume 5138, pages 413-418, Syros, Greece, 2008. Springer. details

  8. Athanasios Tsakonas and Georgios Dounias. Application of Genetic Programming in Software Engineering Empirical Data Modelling. In Jos\'e Cordeiro and Boris Shishkov and Alpesh Ranchordas and Markus Helfert editors, Proceedings of the Third International Conference on Software and Data Technologies ICSOFT (PL/DPS/KE) 2008, pages 295-300, Porto, Portugal, 2008. INSTICC Press. details

  9. Athanasios Tsakonas and Nikolaos Ampazis and Georgios Dounias. Towards a Comprehensible and Accurate Credit Management Model: Application of Four Computational Intelligence Methodologies. In 2006 International Symposium on Evolving Fuzzy Systems, pages 295-299, 2006. IEEE. details

  10. A. Tsakonas and N. Ampazis and G. Dounias. Towards a Comprehensible and Accurate Credit Management Model: Application of Four Computational Intelligence Methodologies. In 2006 International Symposium on Evolving Fuzzy Systems, pages 295-299, Ambleside, 2006. IEEE. details

  11. Athanasios Tsakonas and Georgios Dounias. An Architecture-Altering and Training Methodology for Neural Logic Networks: Application in the Banking Sector. In Kurosh Madani editor, Proceedings of the 1st International Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2005,, pages 82-93, Barcelona, Spain, 2005. INSTICC Press. In conjunction with ICINCO 2005. details

  12. Athanasios Tsakonas and Georgios Dounias. Automated Expert Knowledge Base Generation Using Genetic Programming. In G. A. Vouros and T. Panagiotopoulos editors, SETN 04: Companion Volume Proceedings, pages 109-118, Samos, Greece, 2004. details

  13. S. D. Shtovba and O. M. Kozachko and G. D. Dounias. A fast genetic algorithm for optimizing the checking-retrofit procedures in multidimensional technological processes. In Proceedings of AI Conference Intellectualization of Information Processing, pages 225-230, Crimea (Aloushta), Ucraine, 2004. The Institute Probelm of Artificial Intelligence. details

  14. A. Tsakonas and G. Dounias. Grammar-guided genetic programming for fuzzy rule-based classification in credit management. In 11th meeting of the International Association for Fuzzy-Set Management and Economy, Reggio Calabria \& Messina, Italy, 2004. details

  15. Athanasios D. Tsakonas and Georgios Dounias. Neural Logic Networks in Two Medical Decision Tasks. In Fourth European Symposium on Intelligent Technologies and their implementation on Smart Adaptive Systems, EUNITE 2004, Aachen, Germany, 2004. details

  16. A. Tsakonas and G. Dounias and S. Shtovba and V. Vivdyuk. Comparing the effectiveness of support vector machines with fuzzy, neuro-fuzzy and genetic programming approaches in result prediction of football games. In ICAIS-2002, Crimea, Ucraine, 2002. details

  17. Athanasios D. Tsakonas and Georgios Dounias. A Scheme for the Evolution of Feedforward Neural Networks using BNF-Grammar Driven Genetic Programming. In European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems, Algarve, Portugal, 2002. details

  18. Georgia Panagi and Lia A. Moulopoulos and George Dounias and Thomas Maris and Evangelia Panourgias and Athanasios Tsakonas and Meletios A. Dimopoulos. Computational Intelligence based analysis of dMRI, for Detection of Spinal Bone Marrow Malignancies. In XVII Symposium Neuroradiologicum, Paris, 2002. details

  19. A. Tsakonas and G. Dounias and S. Shtovba and V. Vivdyuk. Soft Computing-Based Result Prediction of Football Games. In V. Hrytsyk editor, The Ist International Conference on Inductive Modelling (ICIM'2002), pages 15-23, Lviv, Ukraine, 2002. details

  20. Chrissoleon Papadopoulos and Athanasios Tsakonas and George Dounias. Combined Use Of Genetic Programming And Decomposition Techniques For The Induction Of Generalized Approximate Throughput Formulas In Short Exponential Production Lines With Buffers. In Chrissoleon Papadopoulos and Evangelos Triantaphyllou editors, Proceedings of the 30th International Conference on Computers \& Industrial Engineering, Tinos Island, Greece, 2002. details

  21. George Dounias and Hubertus Axer and Beth Bjerregaard and Diedrich Graf von Keyserlingk and Jan Jantzen and Athanasios Tsakonas. Genetic Programming for the Generation of Crisp and Fuzzy Rule Bases in Classification and Diagnosis of Medical Data. In First International NAISO Congress on Neuro Fuzzy Technologies, Havana, Cuba, 2002. details

  22. A. Tsakonas and C. Papadopoulos and G. Dounias. Calculation of throughput for production lines with buffers using computational intelligence. In V. M. Dubova editor, The Sixth International Conference on Measurement and Control in Complex Systems, MCCS 2001, pages 11-15, Vinnitsa State Technical University, Ukraine, 2001. UNIVERSUM-Vinnitsa, BG. details

  23. Athanasios Tsakonas and George Dounias and Hubertus Axer and Diedrich Graf von Keyserlingk. Data classification using fuzzy rule-based systems represented as genetic programming type-constrained trees. In Donna Bolland editor, UK Workshop on Computational Intelligence, volume 1, pages 162-168, Edinburgh, UK, 2001. details

  24. Athanasios Tsakonas and Georgios D. Dounias and Jan Jantzen and Beth Bjerregaard. A Hybrid Computational Intelligence Approach Combining Genetic Programming and Heuristic Classification for Pap-Smear Diagnosis. In Proceedings of the CD-rom EUNITE-01, European Symposium on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems Verlag-Mainz, pages 516-515, Tenerife, Spain, 2001. details

  25. Athanasios Tsakonas and Georgios Dounias and Diedrich Graf Von Keyserlingk and Hubertus Axer. Hybrid Computational Intelligence for Handling Diagnosis of Aphasia. In Proceedings of the CD-rom EUNITE-01, European Symposium on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems Verlag-Mainz, Tenerife, Spain, 2001. details

  26. A. Tsakonas and G. Dounias and A. Merikas. The Role of Genetic Algorithms and Wavelets in Computational Intelligence-based Decision Support for Stock Exchange Daily Trading. In 7th Congress of SIGEF, pages 195-208, Chania, Greece, 2000. SIGEF Association. details

Genetic Programming book chapters by Georgios Dounias

  1. V. P. Androvitsaneas and K. Boulas and G. D. Dounias. Intelligent Data Analysis in Electric Power Engineering Applications. In George A. Tsihrintzis and Dionisios N. Sotiropoulos and Lakhmi C. Jain editors, Machine Learning Paradigms: Advances in Data Analytics, volume 149 of ISRL, pages 269-313. Springer, 2019. details

  2. Evangelos Karampotsis and Konstantinos Boulas and Alexandros Tzanetos and Vasilios P. Androvitsaneas and Ioannis F. Gonos and Georgios Dounias and Ioannis A. Stathopulos. Computational Intelligence Techniques for Modelling the Critical Flashover Voltage of Insulators: From Accuracy to Comprehensibility. In Salem Benferhat and Karim Tabia and Moonis Ali editors, Advances in Artificial Intelligence: From Theory to Practice: 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Proceedings, Part I, pages 295-301. Springer, Arras, France, 2017. details

  3. Konstantinos Boulas and Georgios Dounias and Chrissoleon Papadopoulos. Approximating Throughput of Small Production Lines Using Genetic Programming. In Evangelos Grigoroudis and Michael Doumpos editors, Operational Research in Business and Economics: 4th International Symposium and 26th National Conference on Operational Research, 2015, pages 185-204. Springer, Chania, Greece, 2017. details

  4. A Tsakonas and G. Dounias and A Merikas. How wavelets and genetic algorithms can assist Intelligent Hybrid Methodologies in handling data driven Stock Exchange daily trading. In C. Zopounidis and P. M. Pardalos and G. Baourakis editors, Fuzzy Sets in Management, Economics and Marketing, pages 195-210. World Scientific Publishers, 2001. details