Georgios Dounias

According to our database, Georgios Dounias authored at least 70 papers between 2001 and 2023.

Collaborative distances:

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

2023

Hybridization in nature inspired algorithms as an approach for problems with multiple goals: An application on reliability-redundancy allocation problems.

Marios Thymianis, Alexandros Tzanetos, Georgios Dounias, Vasilis P. Koutras

Eng. Appl. Artif. Intell., May, 2023

A hybrid evolutionary algorithm approach for estimating the throughput of short reliable approximately balanced production lines.

Konstantinos Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos

J. Intell. Manuf., February, 2023

2022

Cardinality constrained portfolio optimization with a hybrid scheme combining a Genetic Algorithm and Sonar Inspired Optimization.

Christos Konstantinou, Alexandros Tzanetos, Georgios Dounias

Oper. Res., 2022

Use of Intelligent Techniques for Throughput Estimation of Unreliable two-machine Production Lines with Random Processing Times: Preliminary Results.

Evangelos Karampotsis, Konstantinos Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method.

Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Exploration and exploitation analysis for the sonar inspired optimization algorithm.

Alexandros Tzanetos, Georgios Dounias

Ann. Math. Artif. Intell., 2021

Nature inspired optimization algorithms or simply variations of metaheuristics?

Alexandros Tzanetos, Georgios Dounias

Artif. Intell. Rev., 2021

2020

Boosting the performance of hybrid Nature-Inspired algorithms: Application from the financial optimization domain.

Alexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias

Log. J. IGPL, 2020

Sonar inspired optimization (SIO) in engineering applications.

Alexandros Tzanetos, Georgios Dounias

Evol. Syst., 2020

Sonar Inspired Optimization based Feature Selection.

Alexandros Tzanetos, Georgios Dounias

Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

Intelligent Nature-Inspired Approaches for Optimal Resource Levelling in a High Voltage Alternating Current Submarine Link Terminal Station Project.

Dimitrios Ntardas, Alexandros Tzanetos, Georgios Dounias

Proceedings of the 11th International Conference on Information, 2020

2019

Intelligent Data Analysis in Electric Power Engineering Applications.

Vasilios P. Androvitsaneas, Konstantinos Boulas, Georgios D. Dounias

Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Sonar Inspired Optimization in Energy Problems Related to Load and Emission Dispatch.

Alexandros Tzanetos, Georgios Dounias

Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018

A Nature Inspired metaheuristic for Optimal Leveling of Resources in Project Management.

Alexandros Tzanetos, Christos Kyriklidis, Anastasia Papamichail, Apostolis Dimoulakis, Georgios Dounias

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Acquisition of approximate throughput formulas for serial production lines with parallel machines using intelligent techniques.

Konstantinos Boulas, Alexandros Tzanetos, Georgios Dounias

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

2017

Resource Availability Modeling and Optimization in a Car Park Management Problem.

Christoforos-Panagiotis S. Salagaras, Vasilis P. Koutras, Nikos S. Thomaidis, Vassilios Vassiliadis, Agapios N. Platis, Georgios Dounias, Constantine Kyriazis

Int. J. Oper. Res. Inf. Syst., 2017

Nature Inspired Optimization Algorithms Related to Physical Phenomena and Laws of Science: A Survey.

Alexandros Tzanetos, Georgios Dounias

Int. J. Artif. Intell. Tools, 2017

Computational Intelligence Techniques for Modelling the Critical Flashover Voltage of Insulators: From Accuracy to Comprehensibility.

Evangelos Karampotsis, Konstantinos Boulas, Alexandros Tzanetos, Vasilios P. Androvitsaneas, Ioannis F. Gonos, Georgios Dounias, Ioannis A. Stathopulos

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

A Novel Hybrid Nature-Inspired Scheme for Solving a Financial Optimization Problem.

Alexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

A New Metaheuristic Method for Optimization: Sonar Inspired Optimization.

Alexandros Tzanetos, Georgios Dounias

Proceedings of the Engineering Applications of Neural Networks, 2017

2016

Evolutionary computation for resource leveling optimization in project management.

Christos Kyriklidis, Georgios Dounias

Integr. Comput. Aided Eng., 2016

Hybrid Evolutionary Algorithms in Resource Leveling Optimization: Application in a Large Real Construction Project of a 50000 DWT Ship.

Aggelos Gaitanidis, Vassilios Vassiliadis, Christos Kyriklidis, Georgios Dounias

Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016

2014

Hybrid nature-inspired intelligence for the resource leveling problem.

Christos Kyriklidis, Vassilios Vassiliadis, Konstantinos Kirytopoulos, Georgios Dounias

Oper. Res., 2014

Algorithms and Methods Inspired from Nature for Solving Supply Chain and Logistics Optimization Problems: A Survey.

Georgios Dounias, Vassilios Vassiliadis

Int. J. Nat. Comput. Res., 2014

Nature-Inspired Intelligent Techniques for Automated Trading: A Distributional Analysis.

Vassilios Vassiliadis, Georgios Dounias

Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Ground Resistance Estimation Using Feed-Forward Neural Networks, Linear Regression and Feature Selection Models.

Theopi Eleftheriadou, Nikolaos Ampazis, Vasilios P. Androvitsaneas, Ioannis F. Gonos, Georgios Dounias, Ioannis A. Stathopulos

Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Application of Evolutionary Algorithms in Project Management.

Christos Kyriklidis, Georgios Dounias

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

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

Parameter Tuning of Hybrid Nature-Inspired Intelligent Metaheuristics for Solving Financial Portfolio Optimization Problems.

Vassilios Vassiliadis, Georgios Dounias, Alexandros Tzanetos

Proceedings of the Artificial Intelligence: Theories and Applications, 2012

2011

Honey bees mating optimization algorithm for the Euclidean traveling salesman problem.

Yannis Marinakis, Magdalene Marinaki, Georgios Dounias

Inf. Sci., 2011

On the Performance and Convergence Properties of Hybrid Intelligent Schemes: Application on Portfolio Optimization Domain.

Vassilios Vassiliadis, Nikos S. Thomaidis, Georgios Dounias

Proceedings of the Applications of Evolutionary Computation, 2011

2010

Honey Bees Mating Optimization algorithm for large scale vehicle routing problems.

Yannis Marinakis, Magdalene Marinaki, Georgios Dounias

Nat. Comput., 2010

A hybrid particle swarm optimization algorithm for the vehicle routing problem.

Yannis Marinakis, Magdalene Marinaki, Georgios Dounias

Eng. Appl. Artif. Intell., 2010

Experimental Study on a Hybrid Nature-Inspired Algorithm for Financial Portfolio Optimization.

Giorgos Giannakouris, Vassilios Vassiliadis, Georgios Dounias

Proceedings of the Artificial Intelligence: Theories, 2010

2009

Nature-Inspired Intelligence: a Review of Selected Methods and Applications.

Vassilios Vassiliadis, Georgios Dounias

Int. J. Artif. Intell. Tools, 2009

Intelligent and nature inspired optimization methods in medicine: the Pap smear cell classification problem.

Yannis Marinakis, Magdalene Marinaki, Georgios Dounias, Jan Jantzen, Beth Bjerregaard

Expert Syst. J. Knowl. Eng., 2009

Pap smear diagnosis using a hybrid intelligent scheme focusing on genetic algorithm based feature selection and nearest neighbor classification.

Yannis Marinakis, Georgios Dounias, Jan Jantzen

Comput. Biol. Medicine, 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

Active Portfolio Management under a Downside Risk Framework: Comparison of a Hybrid Nature - Inspired Scheme.

Vassilios Vassiliadis, Nikos S. Thomaidis, Georgios Dounias

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

A Hybrid Neural Network-Based Trading System.

Nikos S. Thomaidis, Georgios Dounias

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Nature Inspired Intelligence in Medicine: Ant Colony Optimization for Pap-Smear Diagnosis.

Yannis Marinakis, Georgios Dounias

Int. J. Artif. Intell. Tools, 2008

Particle swarm optimization for pap-smear diagnosis.

Yannis Marinakis, Magdalene Marinaki, Georgios Dounias

Expert Syst. Appl., 2008

Nature Inspired Intelligence for the Constrained Portfolio Optimization Problem.

Vassilios Vassiliadis, Georgios Dounias

Proceedings of the Artificial Intelligence: Theories, 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

Honey Bees Mating Optimization Algorithm for the Vehicle Routing Problem.

Yannis Marinakis, Magdalene Marinaki, Georgios Dounias

Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

Fuzzy Systems in Biomedicine.

Georgios Dounias

Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

A Comparison of Neural Network Model Selection Strategies for the Pricing of s&p 500 Stock Index Options.

Nikos S. Thomaidis, Vasilios S. Tzastoudis, Georgios Dounias

Int. J. Artif. Intell. Tools, 2007

Computational intelligence in medicine and biology.

George D. Magoulas, Georgios Dounias

Appl. Intell., 2007

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

Athanasios Tsakonas, Georgios Dounias

Appl. Artif. Intell., 2007

Applications of Nature-Inspired Intelligence in Finance.

Vasilios Vasiliadis, Georgios Dounias

Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

Author Identification of E-mail Messages with OLMAM Trained Feedforward Neural Networks.

Nikolaos Ampazis, Helen Iakovaki, Georgios Dounias

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006

The Evaluation of Information Technology Projects: a Fuzzy Multicriteria Decision-making Approach.

Nikos S. Thomaidis, Nikitas V. Nikitakos, Georgios Dounias

Int. J. Inf. Technol. Decis. Mak., 2006

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

Athanasios Tsakonas, Theodora Tsiligianni, Georgios Dounias

Int. J. Artif. Intell. Tools, 2006

Preface.

George D. Magoulas, Georgios Dounias, Derek A. Linkens

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

Introduction to the special issue on intelligent technologies in medicine and bioinformatics.

George D. Magoulas, Georgios Dounias

Comput. Biol. Medicine, 2006

Improving Neural Network Based Option Price Forecasting.

Vasilios S. Tzastoudis, Nikos S. Thomaidis, Georgios Dounias

Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

An Intelligent Statistical Arbitrage Trading System.

Nikos S. Thomaidis, Nick Kondakis, Georgios Dounias

Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 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

Adaptive systems and hybrid computational intelligence in medicine.

Georgios Dounias, Derek A. Linkens

Artif. Intell. Medicine, 2004

Pap-Smear Classification Using Efficient Second Order Neural Network Training Algorithms.

Nikolaos Ampazis, Georgios Dounias, Jan Jantzen

Proceedings of the Methods and Applications of Artificial Intelligence, 2004

2002

Survey on the use of smart and adaptive engineering systems in medicine.

Maysam F. Abbod, Derek A. Linkens, Mahdi Mahfouf, Georgios Dounias

Artif. Intell. Medicine, 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

2001

Machine learning based feature extraction for quality control in a production line.

Georgios Dounias, Georgios Tselentis, Vassilis Moustakis

Integr. Comput. Aided Eng., 2001