George E. Tsekouras

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 30

Top Topics

Particle Swarm Optimization

Fuzzy Clustering

Top Venues

Publications

Christos Cholevas, Eftychia Angeli, Zacharoula Sereti, Emmanouil Mavrikos, George E. Tsekouras
Anomaly Detection in Blockchain Networks Using Unsupervised Learning: A Survey. Algorithms 17 (5) (2024)
Nikolaos Zafeiropoulos, Pavlos Bitilis, George E. Tsekouras, Konstantinos Kotis
Evaluating Ontology-Based PD Monitoring and Alerting in Personal Health Knowledge Graphs and Graph Neural Networks. Inf. 15 (2) (2024)
Manolis Remountakis, Konstantinos Kotis, Babis Kourtzis, George E. Tsekouras
Using ChatGPT and Persuasive Technology for Personalized Recommendation Messages in Hotel Upselling. Inf. 14 (9) (2023)
Nikolaos Zafeiropoulos, Pavlos Bitilis, George E. Tsekouras, Konstantinos Kotis
Graph Neural Networks for Parkinson's Disease Monitoring and Alerting. Sensors 23 (21) (2023)
Konstantinos Filippou, George Aifantis, George A. Papakostas, George E. Tsekouras
Structure Learning and Hyperparameter Optimization Using an Automated Machine Learning (AutoML) Pipeline. Inf. 14 (4) (2023)
Eftichia Angeli, Christos Cholevas, Emmanouil Mavrikos, Stamatis Chatzistamatis, George E. Tsekouras
Computational Creativity Under the Framework of Recoloring Art Paintings for Color-Blindness. IISA (2023)
Manolis Remountakis, Konstantinos Kotis, Babis Kourtzis, George E. Tsekouras
ChatGPT and Persuasive Technologies for the Management and Delivery of Personalized Recommendations in Hotel Hospitality. CoRR (2023)
Eleni-Ioanna Koutsovili, Ourania Tzoraki, Nicolaos Theodossiou, George E. Tsekouras
Early Flood Monitoring and Forecasting System Using a Hybrid Machine Learning-Based Approach. ISPRS Int. J. Geo Inf. 12 (11) (2023)
George E. Tsekouras, Anastasios Rigos, Stamatis Chatzistamatis, John V. Tsimikas, Konstantinos Kotis, George Caridakis, Christos-Nikolaos Anagnostopoulos
A Novel Approach to Image Recoloring for Color Vision Deficiency. Sensors 21 (8) (2021)
Konstantinos Sikelis, George E. Tsekouras, Konstantinos Kotis
Ontology-Based Feature Selection: A Survey. Future Internet 13 (6) (2021)
Konstantinos Sikelis, George E. Tsekouras, Konstantinos I. Kotis
Ontology-based Feature Selection: A Survey. CoRR (2021)
Nikolaos Melissaris, George E. Tsekouras, Stamatis Chatzistamatis, John V. Tsimikas
A Legendre Polynomial Neural Network and its Application in Predicting Data Center Temperature. SoftCOM (2021)
Stamatis Chatzistamatis, Anastasios Rigos, George E. Tsekouras
Image Recoloring of Art Paintings for the Color Blind Guided by Semantic Segmentation. EANN (2020)
Ioannis A. Troumbis, George E. Tsekouras, John V. Tsimikas, Christos Kalloniatis, Dias Haralambopoulos
A Chebyshev polynomial feedforward neural network trained by differential evolution and its application in environmental case studies. Environ. Model. Softw. 126 (2020)
Antonios Chatzipavlis, George E. Tsekouras, Vasilis Trygonis, Adonis F. Velegrakis, John V. Tsimikas, Anastasios Rigos, Thomas Hasiotis, Constantinos Salmas
Modeling beach realignment using a neuro-fuzzy network optimized by a novel backtracking search algorithm. Neural Comput. Appl. 31 (6) (2019)
Georgios Alexandridis, Angeliki Chrysanthi, George E. Tsekouras, George Caridakis
Personalized and content adaptive cultural heritage path recommendation: an application to the Gournia and Çatalhöyük archaeological sites. User Model. User Adapt. Interact. 29 (1) (2019)
Christos Vasilakos, George E. Tsekouras, Palaiologos Palaiologou, Kostas Kalabokidis
Neural-Network Time-Series Analysis of MODIS EVI for Post-Fire Vegetation Regrowth. ISPRS Int. J. Geo Inf. 7 (11) (2018)
George E. Tsekouras, Vasilis Trygonis, Andreas Maniatopoulos, Anastasios Rigos, Antonios Chatzipavlis, John V. Tsimikas, Nikolaos Mitianoudis, Adonis F. Velegrakis
A Hermite neural network incorporating artificial bee colony optimization to model shoreline realignment at a reef-fronted beach. Neurocomputing 280 (2018)
Ioannis A. Troumbis, George E. Tsekouras, Christos Kalloniatis, Panagiotis Papachiou, Dias Haralambopoulos
Modeling Data Center Temperature Profile in Terms of a First Order Polynomial RBF Network Trained by Particle Swarm Optimization. ICANN (2) (2018)
George E. Tsekouras, John V. Tsimikas, Christos Kalloniatis, Stefanos Gritzalis
Interpretability Constraints for Fuzzy Modeling Implemented by Constrained Particle Swarm Optimization. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
George E. Tsekouras, Stamatis Chatzistamatis, Christos-Nikolaos Anagnostopoulos, Dimitrios Makris
Color adaptation for protanopia using differential evolution-based fuzzy clustering: A case study in digitized paintings. EAIS (2018)
George E. Tsekouras, Vasilis Trygonis, Anastasios Rigos, Antonios Chatzipavlis, Dimitrios Tsolakis, Adonis F. Velegrakis
Neuro-Fuzzy Network for Modeling the Shoreline Realignment of the Kamari Beach, Santorini, Greece. EANN (2017)
Androniki Tamvakis, George E. Tsekouras, Anastasios Rigos, Christos Kalloniatis, Christos-Nikolaos Anagnostopoulos, George C. Anastassopoulos
A methodology to carry out voting classification tasks using a particle swarm optimization-based neuro-fuzzy competitive learning network. Evol. Syst. 8 (1) (2017)
Anastasios Rigos, George E. Tsekouras, Michalis I. Vousdoukas, Antonios Chatzipavlis, Adonis F. Velegrakis
A Chebyshev polynomial radial basis function neural network for automated shoreline extraction from coastal imagery. Integr. Comput. Aided Eng. 23 (2) (2016)
George E. Tsekouras
Fuzzy rule base simplification using multidimensional scaling and constrained optimization. Fuzzy Sets Syst. 297 (2016)
Anastasios Rigos, George E. Tsekouras, Antonios Chatzipavlis, Adonis F. Velegrakis
Modeling Beach Rotation Using a Novel Legendre Polynomial Feedforward Neural Network Trained by Nonlinear Constrained Optimization. AIAI (2016)
George E. Tsekouras, Andreas Manousakis, Christos Vasilakos, Kostas Kalabokidis
Improving the effect of fuzzy clustering on RBF network's performance in terms of particle swarm optimization. Adv. Eng. Softw. 82 (2015)
George E. Tsekouras, Anastasios Rigos, Antonios Chatzipavlis, Adonis Velegrakis
A Neural-Fuzzy Network Based on Hermite Polynomials to Predict the Coastal Erosion. EANN (2015)
Androniki Tamvakis, Christos-Nikolaos Anagnostopoulos, George E. Tsekouras, George C. Anastassopoulos
Optimizing voting classification using cluster analysis on medical diagnosis data. EANN Workshops (2015)
Antonios D. Niros, George E. Tsekouras, Dimitrios Tsolakis, Andreas Manousakis-Kokorakis, Dimosthenis Kyriazis
Hierarchical Fuzzy Clustering in Conjunction with Particle Swarm Optimization to Efficiently Design RBF Neural Networks. J. Intell. Robotic Syst. 78 (1) (2015)
Anastasios Rigos, Olympos P. Andreadis, Andreas Manousakis, Michalis I. Vousdoukas, George E. Tsekouras, Adonis Velegrakis
Shoreline Extraction from Coastal Images Using Chebyshev Polynomials and RBF Neural Networks. AIAI (2014)
George E. Tsekouras, John V. Tsimikas
On training RBF neural networks using input-output fuzzy clustering and particle swarm optimization. Fuzzy Sets Syst. 221 (2013)
George E. Tsekouras, Damianos Gavalas
An Effective fuzzy Clustering Algorithm for Web Document Classification: a Case Study in Cultural Content Mining. Int. J. Softw. Eng. Knowl. Eng. 23 (6) (2013)
George E. Tsekouras
A simple and effective algorithm for implementing particle swarm optimization in RBF network's design using input-output fuzzy clustering. Neurocomputing 108 (2013)
Dimitrios Tsolakis, George E. Tsekouras, Antonios D. Niros, Anastasios Rigos
On the systematic development of fast fuzzy vector quantization for grayscale image compression. Neural Networks 36 (2012)
Antonios D. Niros, George E. Tsekouras
A novel training algorithm for RBF neural network using a hybrid fuzzy clustering approach. Fuzzy Sets Syst. 193 (2012)
Dimitrios Tsolakis, George E. Tsekouras, John V. Tsimikas
Fuzzy vector quantization for image compression based on competitive agglomeration and a novel codeword migration strategy. Eng. Appl. Artif. Intell. 25 (6) (2012)
Evangelos Vlachogiannis, Damianos Gavalas, George E. Tsekouras, Christos-Nikolaos Anagnostopoulos
Accessible interactive television using the MPEG-21 standard. Univers. Access Inf. Soc. 10 (2) (2011)
George E. Tsekouras, Dimitrios Dartzentas, Ioanna Drakoulaki, Antonios D. Niros
Fast fuzzy vector quantization. FUZZ-IEEE (2010)
Ioannis Anagnostopoulos, Christos-Nikolaos Anagnostopoulos, Evangelos Vlachogiannis, Damianos Gavalas, George E. Tsekouras
Adaptive and personalized multimedia content delivery for disabled users in Internet TV. Signal Image Video Process. 4 (3) (2010)
Damianos Gavalas, George E. Tsekouras, Christos Anagnostopoulos
A mobile agent platform for distributed network and systems management. J. Syst. Softw. 82 (2) (2009)
Paul Doliotis, George E. Tsekouras, Christos-Nikolaos Anagnostopoulos, Vassilis Athitsos
Intelligent Modification of Colors in Digitized Paintings for Enhancing the Visual Perception of Color-blind Viewers. AIAI (2009)
George E. Tsekouras, Damianos Gavalas, Stefanos Filios, Antonios D. Niros, George Bafaloukas
A Clustering Framework to Build Focused Web Crawlers for Automatic Extraction of Cultural Information. SETN (2008)
Antonios D. Niros, George E. Tsekouras
A Fuzzy Clustering Algorithm to Estimate the Parameters of Radial Basis Functions Neural Networks and Its Application to System Modeling. SETN (2008)
Evangelos Vlachogiannis, Damianos Gavalas, Christos Anagnostopoulos, George E. Tsekouras
Towards iTV accessibility: the MPEG-21 case. PETRA (2008)
Christos-Nikolaos Anagnostopoulos, Evangelos Vlachogiannis, Ioannis Psoroulas, Damianos Gavalas, George E. Tsekouras, George Konstantas
Intelligent content personalisation in internet TV using MPEG-21. Int. J. Internet Protoc. Technol. 3 (3) (2008)
Daphne Economou, Damianos Gavalas, Michael Kenteris, George E. Tsekouras
Cultural applications for mobile devices: Issues and requirements for authoring tools and development platforms. ACM SIGMOBILE Mob. Comput. Commun. Rev. 12 (3) (2008)
George E. Tsekouras, Mamalis Antonios, Christos Anagnostopoulos, Damianos Gavalas, Dafne Economou
Improved batch fuzzy learning vector quantization for image compression. Inf. Sci. 178 (20) (2008)
George E. Tsekouras, Christos Anagnostopoulos, Damianos Gavalas, Economou Dafhi
Classification of Web Documents using Fuzzy Logic Categorical Data Clustering. AIAI (2007)
Christos-Nikolaos Anagnostopoulos, George E. Tsekouras, Damianos Gavalas, Daphne Economou, Ioannis Psoroulas
Increasing interactivity in IPTV using MPEG-21 descriptors. AIAI (2007)
George E. Tsekouras
Fuzzy Modeling Based on Ordinary Fuzzy Partitions and Nearest Neighbor Clustering. J. Intell. Robotic Syst. 43 (2-4) (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas
Local Bagging of Decision Stumps. IEA/AIE (2005)
George E. Tsekouras
Modeling the Cross-Cultural Adaptation Process of Immigrants Using Categorical Data Clustering. CIMCA/IAWTIC (2005)
George E. Tsekouras, Haralambos Sarimveis, Evangelia Kavakli, George V. Bafas
A hierarchical fuzzy-clustering approach to fuzzy modeling. Fuzzy Sets Syst. 150 (2) (2005)
George E. Tsekouras, Dimitris Papageorgiou, Christos Kalloniatis
Analysis of Cross-Cultural Data using Hierarchical Fuzzy Logic Clustering. Artificial Intelligence and Applications (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, C. Raptis, Panayiotis E. Pintelas
Modeling the Organoleptic Properties of Matured Wine Distillates. MLDM (2005)
George E. Tsekouras, Dimitris Papageorgiou, Sotiris B. Kotsiantis, Christos Kalloniatis, Panayiotis E. Pintelas
A Fuzzy Logic-Based Approach for Detecting Shifting Patterns in Cross-Cultural Data. IEA/AIE (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas
Bagging Random Trees for Estimation of Tissue Softness. MLDM (2005)
George E. Tsekouras
A fuzzy vector quantization approach to image compression. Appl. Math. Comput. 167 (1) (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas
Bagging Model Trees for Classification Problems. Panhellenic Conference on Informatics (2005)
George E. Tsekouras, Evi Sampanikou
Cluster Analysis for the Statistical Modeling of Aesthetic Judgment Data Related to Comics Artists. IEC (Prague) (2005)
George E. Tsekouras
On the use of the weighted fuzzy c-means in fuzzy modeling. Adv. Eng. Softw. 36 (5) (2005)
George E. Tsekouras, Dimitris Papageorgiou, Sotiris B. Kotsiantis, Christos Kalloniatis, Panayiotis E. Pintelas
Fuzzy Clustering of Categorical Attributes and its Use in Analyzing Cultural Data. International Conference on Computational Intelligence (2004)
John Bessant, George E. Tsekouras
Developing learning networks. AI Soc. 15 (1-2) (2001)