Georgios Dounias

发表

Sonar inspired optimization (SIO) in engineering applications

Alexandros Tzanetos, Georgios Dounias, G. Dounias, 2018, Evol. Syst..

Acquisition of Accurate or Approximate Throughput Formulas for Serial Production Lines through Genetic Programming

Georgios Dounias, Konstantinos Boulas, Chrysoleon Papadopoulos, 2015 .

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

Georgios Dounias, Nikolaos Ampazis, Jan Jantzen, 2004, SETN.

A New Metaheuristic Method for Optimization: Sonar Inspired Optimization

Alexandros Tzanetos, Georgios Dounias, G. Dounias, 2017, EANN.

Hybrid nature-inspired intelligence for the resource leveling problem

Georgios Dounias, Christos Kyriklidis, Vassilios Vassiliadis, 2014, Oper. Res..

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

Georgios Dounias, Vassilios Vassiliadis, Giorgos Giannakouris, 2010, SETN.

Fuzzy Systems in Biomedicine

Georgios Dounias, G. Dounias, 2007, Emerging Artificial Intelligence Applications in Computer Engineering.

Data Classification using Fuzzy Rule-Based Systems represented as Genetic Programming Type-Constrain

Georgios Dounias, Athanasios Tsakonas, Hubertus Axer, 2001 .

Application of Fundamental Analysis and Computational Intelligence in Dry Cargo Freight Market

Georgios Dounias, Athanasios Tsakonas, Emmanouil Nikolaidis, 2003 .

Particle swarm optimization for pap-smear diagnosis

Georgios Dounias, Magdalene Marinaki, Yannis Marinakis, 2008, Expert Syst. Appl..

Predicting Defects in Software Using Grammar-Guided Genetic Programming

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 2008, SETN.

Towards aComprehensible andAccurate Credit Management Model: Application ofFourComputational Intelligence Methodologies

Georgios Dounias, Athanasios Tsakonas, N. Ampazis, 2006 .

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

Alexandros Tzanetos, Georgios Dounias, Konstantinos Boulas, 2017, IEA/AIE.

Modeling Stroke Diagnosis with the Use of Intelligent Techniques

Georgios Dounias, Athanasios Tsakonas, Nikolaos Ampazis, 2008, SETN.

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

Alexandros Tzanetos, Georgios Dounias, Vassilios Vassiliadis, 2017, HAIS.

A hybrid particle swarm optimization algorithm for the vehicle routing problem

Georgios Dounias, Magdalene Marinaki, Yannis Marinakis, 2010, Eng. Appl. Artif. Intell..

Resource levelling using genetic algorithms for a power plant boiler construction project

Georgios Dounias, Christos Kyriklidis, 2016 .

Computational intelligence in medicine and biology

Georgios Dounias, George D. Magoulas, 2007, Applied Intelligence.

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

Georgios Dounias, Vassilis Moustakis, Georgios Tselentis, 2001, Integr. Comput. Aided Eng..

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

Alexandros Tzanetos, Georgios Dounias, 2019, LION.

Resource Leveling Optimization in Construction Projects of High Voltage Substations Using Nature-Inspired Intelligent Evolutionary Algorithms

Alexandros Tzanetos, Georgios Dounias, Dimitrios Ntardas, 2020 .

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

Georgios Dounias, Athanasios Tsakonas, 2009, KDIR.

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

Georgios Dounias, Athanasios Tsakonas, Jan Jantzen, 2004, Artif. Intell. Medicine.

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

Georgios Dounias, Vassilios Vassiliadis, 2014, SETN.

Machine Learning Approaches for Pap-Smear Diagnosis: An Overview

Georgios Dounias, E. Karampotsis, J. Jantzen, 2019 .

ACTIVE PORTFOLIO MANAGEMENT WITH CARDINALITY CONSTRAINTS: AN APPLICATION OF PARTICLE SWARM OPTIMIZATION

Georgios Dounias, Nikos S. Thomaidis, Timotheos Angelidis, 2009 .

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

Georgios Dounias, Magdalene Marinaki, Jan Jantzen, 2009, Expert Syst. J. Knowl. Eng..

Computational intelligence for the detection and classification of malignant lesions in screening mammography.

Georgios Dounias, Athanasios Tsakonas, Evangelia Panourgias, 2006, Oncology reports.

Hybrid Computational Intelligence for Handling Diagnosis of Aphasia

Georgios Dounias, Athanasios Tsakonas, Diedrich Graf, 2009 .

Evolutionary Neural Logic Networks in Splice-junction Gene Sequences Classification

Georgios Dounias, Athanasios Tsakonas, Theodora Tsiligianni, 2006, Int. J. Artif. Intell. Tools.

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

Georgios Dounias, Nikolaos Ampazis, Helen Iakovaki, 2007, 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007).

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

Georgios Dounias, Maysam F. Abbod, Derek A. Linkens, 2002, Artif. Intell. Medicine.

An Intelligent Statistical Arbitrage Trading System

Georgios Dounias, Nikos S. Thomaidis, Nick Kondakis, 2011, SETN.

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

Alexandros Tzanetos, Georgios Dounias, Konstantinos Boulas, 2018, SETN.

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

Georgios Dounias, Yannis Marinakis, G. Dounias, 2008, Int. J. Artif. Intell. Tools.

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

Georgios Dounias, Nikitas Nikitakos, Nikos S. Thomaidis, 2006, Int. J. Inf. Technol. Decis. Mak..

Honey Bees Mating Optimization algorithm for large scale vehicle routing problems

Georgios Dounias, Magdalene Marinaki, Yannis Marinakis, 2010, Natural Computing.

Hybrid Computational Intelligence and the Basic Concepts and Recent Advances

Georgios Dounias, 2018 .

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

Georgios Dounias, Christos Kyriklidis, Vassilios Vassiliadis, 2016, SETN.

Effective Business Plan Evaluation using an Evolutionary Ensemble

Georgios Dounias, Athanasios Tsakonas, D. Charalampakis, 2018, DATA.

A Scheme for the Evolution of Feedforward Neural Networks using BNF-Grammar Driven Genetic Programming

Georgios Dounias, Athanasios Tsakonas, 2002 .

Algorithmic Trading based on Biologically Inspired Algorithms

Georgios Dounias, Vassilios Vassiliadis, 2018 .

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

Georgios Dounias, Vassilios Vassiliadis, Nikos S. Thomaidis, 2009, HAIS.

Applications of Nature-Inspired Intelligence in Finance

Georgios Dounias, Vasilios Vasiliadis, 2007, AIAI.

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

Alexandros Tzanetos, Georgios Dounias, Vassilios Vassiliadis, 2020, Log. J. IGPL.

Evolutionary computation for resource leveling optimization in project management

Georgios Dounias, Christos Kyriklidis, G. Dounias, 2016, Integr. Comput. Aided Eng..

Resource Availability Modeling and Optimization in a Car Park Management Problem

Georgios Dounias, Agapios N. Platis, Constantine Kyriazis, 2017, Int. J. Oper. Res. Inf. Syst..

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

Alexandros Tzanetos, Georgios Dounias, Christos Kyriklidis, 2018, SETN.

Additional Referees

Ioannis Stamelos, Yannis Avrithis, Georgios Dounias, 2005, ITCC.

Application of Genetic Programming in Software Engineering Empirical Data Modelling

Georgios Dounias, Athanasios Tsakonas, 2008, ICSOFT.

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

Alexandros Tzanetos, Georgios Dounias, Vassilios Vassiliadis, 2012, SETN.

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

Georgios Dounias, George D. Magoulas, 2006, Comput. Biol. Medicine.

Pap-smear Benchmark Data For Pattern Classification

Georgios Dounias, Jan Jantzen, Beth Bjerregaard, 2005 .

Advances in Computational Intelligence and Learning

Georgios Dounias, Maarten van Someren, Georgios Tselentis, 2002 .

Preface

Georgios Dounias, George D. Magoulas, Derek A. Linkens, 2006, Int. J. Artif. Intell. Tools.

Evolving Estimators for Software Project Development

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 2009, IC3K.

Nature Inspired Intelligence for the Constrained Portfolio Optimization Problem

Georgios Dounias, Vassilios Vassiliadis, 2008, SETN.

Application of Evolutionary Algorithms in Project Management

Georgios Dounias, Christos Kyriklidis, G. Dounias, 2014, AIAI.

Honey bees mating optimization algorithm for the Euclidean traveling salesman problem

Georgios Dounias, Magdalene Marinaki, Yannis Marinakis, 2011, Inf. Sci..

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

Georgios Dounias, Athanasios Tsakonas, Georgios Tselentis, 2002, Advances in Computational Intelligence and Learning.

Honey Bees Mating Optimization Algorithm for the Vehicle Routing Problem

Georgios Dounias, Magdalene Marinaki, Yannis Marinakis, 2007, NICSO.

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

Georgios Dounias, Vassilios Vassiliadis, Nikos S. Thomaidis, 2011, EvoApplications.

Improving Neural Network Based Option Price Forecasting

Georgios Dounias, Nikos S. Thomaidis, Vasilios S. Tzastoudis, 2006, SETN.

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

Alexandros Tzanetos, Georgios Dounias, G. Dounias, 2017, Int. J. Artif. Intell. Tools.

How Wavelets And Genetic Algorithms Can Assist Intelligent Hybrid Methodologies In Handling Data Driven Stock Exchange Daily Trading

Georgios Dounias, Athanasios Tsakonas, A. Merikas, 2001 .

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

Georgios Dounias, Athanasios Tsakonas, Constantin Zopounidis, 2006, Expert Syst. Appl..

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

Georgios Dounias, Vassilios Vassiliadis, V. Vassiliadis, 2009, Int. J. Artif. Intell. Tools.

Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 2002, SETN.

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

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 2018, ANNIIP.

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

Georgios Dounias, Vassilios Vassiliadis, V. Vassiliadis, 2014, Int. J. Nat. Comput. Res..

EVOLVING NEURAL-SYMBOLIC SYSTEMS GUIDED BY ADAPTIVE TRAINING SCHEMES: APPLICATIONS IN FINANCE

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 2007, Appl. Artif. Intell..

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

Georgios Dounias, Jan Jantzen, Yannis Marinakis, 2009, Comput. Biol. Medicine.

Soft Computing-Based Result Prediction of Football Games

Georgios Dounias, Athanasios Tsakonas, S. Shtovba, 2002 .

Hybrid Computational Intelligence

Georgios Dounias, 2015 .

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

Georgios Dounias, Nikolaos Ampazis, Ioannis A. Stathopulos, 2014, SETN.

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

Georgios Dounias, Athanasios Tsakonas, Vasilis Aggelis, 2004, J. Appl. Log..

A Hybrid Neural Network-Based Trading System

Georgios Dounias, Nikos S. Thomaidis, 2009, HAIS.

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

Georgios Dounias, Nikos S. Thomaidis, Vasilios S. Tzastoudis, 2007, Int. J. Artif. Intell. Tools.

Adaptive systems and hybrid computational intelligence in medicine

Georgios Dounias, Derek A. Linkens, D. Linkens, 2004, Artif. Intell. Medicine.

Advances in Computational Intelligence and Learning: Methods and Applications

Georgios Dounias, Georgios Tselentis, Hans-Jürgen Zimmermann, 2002, Advances in Computational Intelligence and Learning.

Exploration and exploitation analysis for the sonar inspired optimization algorithm

Alexandros Tzanetos, Georgios Dounias, 2021, Ann. Math. Artif. Intell..

Hybrid Computational Intelligence in Medicine

Georgios Dounias, G. Dounias, 2003 .

Decision Making in the Medical Domain : Comparing the Effectiveness of GP-Generated Fuzzy Intelligent Structures

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 2003 .

A Hybrid CI Approach Combining Genetic Programming and Heuristic Classification for Pap-Smear Diagnosis

Georgios Dounias, Athanasios Tsakonas, Jan Jantzen, 2001 .

Decision making on noisy time-series data under a neuro-genetic fuzzy rule-based system approach

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 1999 .

Conventional vs . Fuzzy modeling of Diagnostic Attributes for Classifying Acute Stroke Cases

Georgios Dounias, Georgios Tselentis, Konstantinos Vemmos, 2000 .

COMPUTATIONAL INTELLIGENCE BASED DIFFERENTIAL DIAGNOSIS OF MULTIPLE SCLEROSIS AND CEREBROVASCULAR DISEASE

Georgios Dounias, Athanasios Tsakonas, A. Tsakonas, 1997 .