Georgios Dounias

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 19

Top Topics

Nature Inspired

Optimization Algorithm

Vehicle Routing

Project Management

Top Venues

Int. J. Nat. Comput. Res.

Ann. Math. Artif. Intell.

Publications

Marios Thymianis, Alexandros Tzanetos, Georgios Dounias, Vasilis P. Koutras
Hybridization in nature inspired algorithms as an approach for problems with multiple goals: An application on reliability-redundancy allocation problems. Eng. Appl. Artif. Intell. 121 (2023)
Christos Konstantinou, Alexandros Tzanetos, Georgios Dounias
Cardinality constrained portfolio optimization with a hybrid scheme combining a Genetic Algorithm and Sonar Inspired Optimization. Oper. Res. 22 (3) (2022)
Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser
Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method. CEC (2022)
Alexandros Tzanetos, Georgios Dounias
Nature inspired optimization algorithms or simply variations of metaheuristics? Artif. Intell. Rev. 54 (3) (2021)
Alexandros Tzanetos, Georgios Dounias
Exploration and exploitation analysis for the sonar inspired optimization algorithm. Ann. Math. Artif. Intell. 89 (8-9) (2021)
Alexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias
Boosting the performance of hybrid Nature-Inspired algorithms: Application from the financial optimization domain. Log. J. IGPL 28 (2) (2020)
Dimitrios Ntardas, Alexandros Tzanetos, Georgios Dounias
Intelligent Nature-Inspired Approaches for Optimal Resource Levelling in a High Voltage Alternating Current Submarine Link Terminal Station Project. IISA (2020)
Alexandros Tzanetos, Georgios Dounias
Sonar Inspired Optimization based Feature Selection. SETN (2020)
Alexandros Tzanetos, Georgios Dounias
Sonar inspired optimization (SIO) in engineering applications. Evol. Syst. 11 (3) (2020)
Alexandros Tzanetos, Georgios Dounias
Sonar Inspired Optimization in Energy Problems Related to Load and Emission Dispatch. LION (2019)
Konstantinos Boulas, Alexandros Tzanetos, Georgios Dounias
Acquisition of approximate throughput formulas for serial production lines with parallel machines using intelligent techniques. SETN (2018)
Alexandros Tzanetos, Christos Kyriklidis, Anastasia Papamichail, Apostolis Dimoulakis, Georgios Dounias
A Nature Inspired metaheuristic for Optimal Leveling of Resources in Project Management. SETN (2018)
Alexandros Tzanetos, Georgios Dounias
A New Metaheuristic Method for Optimization: Sonar Inspired Optimization. EANN (2017)
Evangelos Karampotsis, Konstantinos Boulas, Alexandros Tzanetos, Vasilios P. Androvitsaneas, Ioannis F. Gonos, Georgios Dounias, Ioannis A. Stathopulos
Computational Intelligence Techniques for Modelling the Critical Flashover Voltage of Insulators: From Accuracy to Comprehensibility. IEA/AIE (1) (2017)
Alexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias
A Novel Hybrid Nature-Inspired Scheme for Solving a Financial Optimization Problem. HAIS (2017)
Alexandros Tzanetos, Georgios Dounias
Nature Inspired Optimization Algorithms Related to Physical Phenomena and Laws of Science: A Survey. Int. J. Artif. Intell. Tools 26 (6) (2017)
Christoforos-Panagiotis S. Salagaras, Vasilis P. Koutras, Nikos S. Thomaidis, Vassilios Vassiliadis, Agapios N. Platis, Georgios Dounias, Constantine Kyriazis
Resource Availability Modeling and Optimization in a Car Park Management Problem. Int. J. Oper. Res. Inf. Syst. 8 (2) (2017)
Christos Kyriklidis, Georgios Dounias
Evolutionary computation for resource leveling optimization in project management. Integr. Comput. Aided Eng. 23 (2) (2016)
Aggelos Gaitanidis, Vassilios Vassiliadis, Christos Kyriklidis, Georgios Dounias
Hybrid Evolutionary Algorithms in Resource Leveling Optimization: Application in a Large Real Construction Project of a 50000 DWT Ship. SETN (2016)
Christos Kyriklidis, Vassilios Vassiliadis, Konstantinos Kirytopoulos, Georgios Dounias
Hybrid nature-inspired intelligence for the resource leveling problem. Oper. Res. 14 (3) (2014)
Theopi Eleftheriadou, Nikolaos Ampazis, Vasilios P. Androvitsaneas, Ioannis F. Gonos, Georgios Dounias, Ioannis A. Stathopulos
Ground Resistance Estimation Using Feed-Forward Neural Networks, Linear Regression and Feature Selection Models. SETN (2014)
Vassilios Vassiliadis, Georgios Dounias
Nature-Inspired Intelligent Techniques for Automated Trading: A Distributional Analysis. SETN (2014)
Georgios Dounias, Vassilios Vassiliadis
Algorithms and Methods Inspired from Nature for Solving Supply Chain and Logistics Optimization Problems: A Survey. Int. J. Nat. Comput. Res. 4 (3) (2014)
Christos Kyriklidis, Georgios Dounias
Application of Evolutionary Algorithms in Project Management. AIAI (2014)
Georgios Dounias, Athanasios Tsakonas, D. Charalampakis, E. Vasilakis
Effective Business Plan Evaluation using an Evolutionary Ensemble. DATA (2013)
Vassilios Vassiliadis, Georgios Dounias, Alexandros Tzanetos
Parameter Tuning of Hybrid Nature-Inspired Intelligent Metaheuristics for Solving Financial Portfolio Optimization Problems. SETN (2012)
Yannis Marinakis, Magdalene Marinaki, Georgios Dounias
Honey bees mating optimization algorithm for the Euclidean traveling salesman problem. Inf. Sci. 181 (20) (2011)
Vassilios Vassiliadis, Nikos S. Thomaidis, Georgios Dounias
On the Performance and Convergence Properties of Hybrid Intelligent Schemes: Application on Portfolio Optimization Domain. EvoApplications (2) (2011)
Yannis Marinakis, Magdalene Marinaki, Georgios Dounias
Honey Bees Mating Optimization algorithm for large scale vehicle routing problems. Nat. Comput. 9 (1) (2010)
Giorgos Giannakouris, Vassilios Vassiliadis, Georgios Dounias
Experimental Study on a Hybrid Nature-Inspired Algorithm for Financial Portfolio Optimization. SETN (2010)
Yannis Marinakis, Magdalene Marinaki, Georgios Dounias
A hybrid particle swarm optimization algorithm for the vehicle routing problem. Eng. Appl. Artif. Intell. 23 (4) (2010)
Yannis Marinakis, Magdalene Marinaki, Georgios Dounias, Jan Jantzen, Beth Bjerregaard
Intelligent and nature inspired optimization methods in medicine: the Pap smear cell classification problem. Expert Syst. J. Knowl. Eng. 26 (5) (2009)
Vassilios Vassiliadis, Nikos S. Thomaidis, Georgios Dounias
Active Portfolio Management under a Downside Risk Framework: Comparison of a Hybrid Nature - Inspired Scheme. HAIS (2009)
Nikos S. Thomaidis, Georgios Dounias
A Hybrid Neural Network-Based Trading System. HAIS (2009)
Athanasios Tsakonas, Georgios Dounias
Deriving Models for Software Project Effort Estimation by Means of Genetic Programming. KDIR (2009)
Athanasios Tsakonas, Georgios Dounias
Evolving Estimators for Software Project Development. IC3K (2009)
Vassilios Vassiliadis, Georgios Dounias
Nature-Inspired Intelligence: a Review of Selected Methods and Applications. Int. J. Artif. Intell. Tools 18 (4) (2009)
Yannis Marinakis, Georgios Dounias, Jan Jantzen
Pap smear diagnosis using a hybrid intelligent scheme focusing on genetic algorithm based feature selection and nearest neighbor classification. Comput. Biol. Medicine 39 (1) (2009)
Athanasios Tsakonas, Georgios Dounias
Predicting Defects in Software Using Grammar-Guided Genetic Programming. SETN (2008)
S. Lalas, Nikolaos Ampazis, Athanasios Tsakonas, Georgios Dounias, K. Vemmos
Modeling Stroke Diagnosis with the Use of Intelligent Techniques. SETN (2008)
Yannis Marinakis, Georgios Dounias
Nature Inspired Intelligence in Medicine: Ant Colony Optimization for Pap-Smear Diagnosis. Int. J. Artif. Intell. Tools 17 (2) (2008)
Athanasios Tsakonas, Georgios Dounias
Application of Genetic Programming in Software Engineering Empirical Data Modelling. ICSOFT (PL/DPS/KE) (2008)
Yannis Marinakis, Magdalene Marinaki, Georgios Dounias
Particle swarm optimization for pap-smear diagnosis. Expert Syst. Appl. 35 (4) (2008)
Vassilios Vassiliadis, Georgios Dounias
Nature Inspired Intelligence for the Constrained Portfolio Optimization Problem. SETN (2008)
Athanasios Tsakonas, Georgios Dounias
Evolving Neural-Symbolic Systems Guided by Adaptive Training Schemes: Applications in Finance. Appl. Artif. Intell. 21 (7) (2007)
Nikos S. Thomaidis, Vasilios S. Tzastoudis, Georgios Dounias
A Comparison of Neural Network Model Selection Strategies for the Pricing of s&p 500 Stock Index Options. Int. J. Artif. Intell. Tools 16 (6) (2007)
George D. Magoulas, Georgios Dounias
Computational intelligence in medicine and biology. Appl. Intell. 27 (3) (2007)
Vasilios Vasiliadis, Georgios Dounias
Applications of Nature-Inspired Intelligence in Finance. AIAI (2007)
Nikolaos Ampazis, Helen Iakovaki, Georgios Dounias
Author Identification of E-mail Messages with OLMAM Trained Feedforward Neural Networks. ICTAI (2) (2007)
George D. Magoulas, Georgios Dounias, Derek A. Linkens
Preface. Int. J. Artif. Intell. Tools 15 (3) (2006)
Athanasios Tsakonas, Georgios Dounias, Michael Doumpos, Constantin Zopounidis
Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming. Expert Syst. Appl. 30 (3) (2006)
Nikos S. Thomaidis, Nick Kondakis, Georgios Dounias
An Intelligent Statistical Arbitrage Trading System. SETN (2006)
Nikos S. Thomaidis, Nikitas V. Nikitakos, Georgios Dounias
The Evaluation of Information Technology Projects: a Fuzzy Multicriteria Decision-making Approach. Int. J. Inf. Technol. Decis. Mak. 5 (1) (2006)
Vasilios S. Tzastoudis, Nikos S. Thomaidis, Georgios Dounias
Improving Neural Network Based Option Price Forecasting. SETN (2006)
George D. Magoulas, Georgios Dounias
Introduction to the special issue on intelligent technologies in medicine and bioinformatics. Comput. Biol. Medicine 36 (10) (2006)
Athanasios Tsakonas, Theodora Tsiligianni, Georgios Dounias
Evolutionary Neural Logic Networks in Splice-junction Gene Sequences Classification. Int. J. Artif. Intell. Tools 15 (2) (2006)
Athanasios Tsakonas, Georgios Dounias
An Architecture-Altering and Training Methodology for Neural Logic Networks: Application in the Banking Sector. ANNIIP (2005)
Georgios Dounias, Derek A. Linkens
Adaptive systems and hybrid computational intelligence in medicine. Artif. Intell. Medicine 32 (3) (2004)
Nikolaos Ampazis, Georgios Dounias, Jan Jantzen
Pap-Smear Classification Using Efficient Second Order Neural Network Training Algorithms. SETN (2004)
Athanasios Tsakonas, Vasilis Aggelis, Ioannis Karkazis, Georgios Dounias
An evolutionary system for neural logic networks using genetic programming and indirect encoding. J. Appl. Log. 2 (3) (2004)
Athanasios Tsakonas, Georgios Dounias, Jan Jantzen, Hubertus Axer, Beth Bjerregaard, Diedrich Graf v. Keyserlingk
Evolving rule-based systems in two medical domains using genetic programming. Artif. Intell. Medicine 32 (3) (2004)
Maysam F. Abbod, Derek A. Linkens, Mahdi Mahfouf, Georgios Dounias
Survey on the use of smart and adaptive engineering systems in medicine. Artif. Intell. Medicine 26 (3) (2002)
Athanasios Tsakonas, Georgios Dounias, Georgios Tselentis
Forecast of Short Term Trends in Stock Exchange using Fuzzy Rules and Neural Networks on Multiresolution Processed Signals. Advances in Computational Intelligence and Learning (2002)
Athanasios Tsakonas, Georgios Dounias
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review. SETN (2002)
Georgios Dounias, Georgios Tselentis, Vassilis Moustakis
Machine learning based feature extraction for quality control in a production line. Integr. Comput. Aided Eng. 8 (4) (2001)