Athanasios Tsakonas
Athanasios Tsakonas
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Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming
A Tsakonas, G Dounias, M Doumpos, C Zopounidis
Expert Systems with Applications 30 (3), 449-461, 2006
A comparison of classification accuracy of four genetic programming-evolved intelligent structures
A Tsakonas
Information Sciences 176 (6), 691-724, 2006
Evolving rule-based systems in two medical domains using genetic programming
A Tsakonas, G Dounias, J Jantzen, H Axer, B Bjerregaard, ...
Artificial Intelligence in Medicine 32 (3), 195-216, 2004
Symbolic regression via genetic programming in the optimization of a controlled release pharmaceutical formulation
P Barmpalexis, K Kachrimanis, A Tsakonas, E Georgarakis
Chemometrics and Intelligent Laboratory Systems 107 (1), 75-82, 2011
Soft computing-based result prediction of football games
A Tsakonas, G Dounias, S Shtovba, V Vivdyuk
The First International Conference on Inductive Modelling (ICIM’2002). Lviv …, 2002
Hybrid computational intelligence schemes in complex domains: An extended review
A Tsakonas, G Dounias
Hellenic Conference on Artificial Intelligence, 494-511, 2002
GRADIENT: Grammar-driven genetic programming framework for building multi-component, hierarchical predictive systems
A Tsakonas, B Gabrys
Expert Systems with Applications 39 (18), 13253-13266, 2012
Automated identification of cancerous smears using various competitive intelligent techniques
G Dounias, B Bjerregaard, J Jantzen, A Tsakonas, N Ampazis, G Panagi, ...
Oncology reports 15 (4), 1001-1006, 2006
Hierarchical classification trees using type-constrained genetic programming
A Tsakonas, G Dounias
Proceedings First International IEEE Symposium Intelligent Systems 2, 50-54, 2002
Local and global optimization for Takagi–Sugeno fuzzy system by memetic genetic programming
A Tsakonas
Expert Systems with Applications 40 (8), 3282-3298, 2013
A fuzzy evolutionary framework for combining ensembles
A Tsakonas, B Gabrys
Applied Soft Computing 13 (4), 1800-1812, 2013
An evolutionary system for neural logic networks using genetic programming and indirect encoding
A Tsakonas, V Aggelis, I Karkazis, G Dounias
Journal of Applied Logic 2 (3), 349-379, 2004
Genetic programming for the generation of crisp and fuzzy rule bases in classification and diagnosis of medical data
G Dounias, A Tsakonas, J Jantzen, H Axer, B Bjerregaard, D Keyserlingk
Proc. 1st Int. NAISO Congr. Neuro Fuzzy Technologies, 2002
Evolving neural-symbolic systems guided by adaptive training schemes: Applications in finance
A Tsakonas, G Dounias
Applied Artificial Intelligence 21 (7), 681-706, 2007
From sensor readings to predictions: On the process of developing practical soft sensors
M Budka, M Eastwood, B Gabrys, P Kadlec, M Martin Salvador, S Schwan, ...
Advances in Intelligent Data Analysis XIII: 13th International Symposium …, 2014
Data classification using fuzzy rule-based systems represented as genetic programming type-constrained trees
A Tsakonas, G Dounias, H Axer, DG von Keyserlingk
Proc. of the UKCI 1, 162-168, 2001
Predicting defects in software using grammar-guided genetic programming
A Tsakonas, G Dounias
Artificial Intelligence: Theories, Models and Applications: 5th Hellenic …, 2008
Evolving Takagi-Sugeno-Kang fuzzy systems using multi-population grammar guided genetic programming
A Tsakonas, B Gabrys
A scheme for the evolution of feedforward neural networks using BNF-grammar driven genetic programming
A Tsakonas, G Dounias
Proc. of Eunite-02, Algarve, 2002
An analysis of accuracy-diversity trade-off for hybrid combined system with multiobjective predictor selection
A Tsakonas
Applied intelligence 40, 710-723, 2014
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