Athanasios Tsakonas

According to our database, Athanasios Tsakonas authored at least 23 papers between 2002 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2014

An analysis of accuracy-diversity trade-off for hybrid combined system with multiobjective predictor selection.

Athanasios Tsakonas

Appl. Intell., 2014

From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors.

Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

2013

Local and global optimization for Takagi-Sugeno fuzzy system by memetic genetic programming.

Athanasios Tsakonas

Expert Syst. Appl., 2013

A fuzzy evolutionary framework for combining ensembles.

Athanasios Tsakonas, Bogdan Gabrys

Appl. Soft Comput., 2013

Effective Business Plan Evaluation using an Evolutionary Ensemble.

Georgios Dounias, Athanasios Tsakonas, D. Charalampakis, E. Vasilakis

Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

2012

GRADIENT: Grammar-driven genetic programming framework for building multi-component, hierarchical predictive systems.

Athanasios Tsakonas, Bogdan Gabrys

Expert Syst. Appl., 2012

Application of Base Learners as Conditional Input for Fuzzy Rule-Based Combined System.

Athanasios Tsakonas, Bogdan Gabrys

Proceedings of the Computational Intelligence - International Joint Conference, 2012

Fuzzy Base Predictor Outputs as Conditional Selectors for Evolved Combined Prediction System.

Athanasios Tsakonas, Bogdan Gabrys

Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

2011

Evolving Takagi-Sugeno-Kang Fuzzy Systems using Multi Population Grammar-Guided Genetic Programming.

Athanasios Tsakonas, Bogdan Gabrys

Proceedings of the ECTA and FCTA 2011, 2011

2009

Evolving Estimators for Software Project Development.

Athanasios Tsakonas, Georgios Dounias

Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009

Deriving Models for Software Project Effort Estimation by Means of Genetic Programming.

Athanasios Tsakonas, Georgios Dounias

Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

2008

Predicting Defects in Software Using Grammar-Guided Genetic Programming.

Athanasios Tsakonas, Georgios Dounias

Proceedings of the Artificial Intelligence: Theories, 2008

Modeling Stroke Diagnosis with the Use of Intelligent Techniques.

S. Lalas, Nikolaos Ampazis, Athanasios Tsakonas, Georgios Dounias, K. Vemmos

Proceedings of the Artificial Intelligence: Theories, 2008

Application of Genetic Programming in Software Engineering Empirical Data Modelling.

Athanasios Tsakonas, Georgios Dounias

Proceedings of the ICSOFT 2008, 2008

2007

Evolving Neural-Symbolic Systems Guided by Adaptive Training Schemes: Applications in Finance.

Athanasios Tsakonas, Georgios Dounias

Appl. Artif. Intell., 2007

2006

A comparison of classification accuracy of four genetic programming-evolved intelligent structures.

Athanasios Tsakonas

Inf. Sci., 2006

Evolutionary Neural Logic Networks in Splice-junction Gene Sequences Classification.

Athanasios Tsakonas, Theodora Tsiligianni, Georgios Dounias

Int. J. Artif. Intell. Tools, 2006

Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming.

Athanasios Tsakonas, Georgios Dounias, Michael Doumpos, Constantin Zopounidis

Expert Syst. Appl., 2006

2005

An Architecture-Altering and Training Methodology for Neural Logic Networks: Application in the Banking Sector.

Athanasios Tsakonas, Georgios Dounias

Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2005

2004

An evolutionary system for neural logic networks using genetic programming and indirect encoding.

Athanasios Tsakonas, Vasilis Aggelis, Ioannis Karkazis, Georgios Dounias

J. Appl. Log., 2004

Evolving rule-based systems in two medical domains using genetic programming.

Athanasios Tsakonas, Georgios Dounias, Jan Jantzen, Hubertus Axer, Beth Bjerregaard, Diedrich Graf v. Keyserlingk

Artif. Intell. Medicine, 2004

2002

Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review.

Athanasios Tsakonas, Georgios Dounias

Proceedings of the Methods and Applications of Artificial Intelligence, 2002

Forecast of Short Term Trends in Stock Exchange using Fuzzy Rules and Neural Networks on Multiresolution Processed Signals.

Athanasios Tsakonas, Georgios Dounias, Georgios Tselentis

Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002