| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Richard Noss, Alexandra Poulovassilis, Eirini Geraniou, Sergio Gutiérrez Santos, Celia Hoyles, Ken Kahn, George D. Magoulas, Manolis Mavrikis |
The design of a system to support exploratory learning of algebraic generalisation.  |
Computers & Education  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, George D. Magoulas |
User behaviour-driven group formation through case-based reasoning and clustering.  |
Expert Syst. Appl.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Chun-Cheng Peng, George D. Magoulas |
Nonmonotone Levenberg-Marquardt training of recurrent neural architectures for processing symbolic sequences.  |
Neural Computing and Applications  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Chun-Cheng Peng, George D. Magoulas |
Nonmonotone BFGS-trained recurrent neural networks for temporal sequence processing.  |
Applied Mathematics and Computation  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tony E. Lewis, George D. Magoulas |
Identifying similarities in TMBL programs with alignment to quicken their compilation for GPUs: computational intelligence on consumer games and graphics hardware.  |
GECCO (Companion)  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tony E. Lewis, George D. Magoulas |
TMBL kernels for CUDA GPUs compile faster using PTX: computational intelligence on consumer games and graphics hardware.  |
GECCO (Companion)  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, George D. Magoulas |
Context-Dependent Feedback Prioritisation in Exploratory Learning Revisited.  |
UMAP  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | George Roussos, Mirco Musolesi, George D. Magoulas |
Human behavior in ubiquitous environments: Experience and interaction design.  |
Pervasive and Mobile Computing  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | George Roussos, Mirco Musolesi, George D. Magoulas |
Introduction to the special issue on "Human Behavior in Ubiquitous Environments: Modeling of Human Mobility Patterns".  |
Pervasive and Mobile Computing  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tony E. Lewis, George D. Magoulas |
Tweaking a tower of blocks leads to a TMBL: Pursuing long term fitness growth in program evolution.  |
IEEE Congress on Evolutionary Computation  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, George D. Magoulas |
Group Formation for Collaboration in Exploratory Learning Using Group Technology Techniques.  |
KES  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, Sergio Gutiérrez Santos, George D. Magoulas |
Adaptive Modelling of Users' Strategies in Exploratory Learning Using Case-Based Reasoning.  |
KES  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, George D. Magoulas |
Identifying user strategies in exploratory learning with evolving task modelling.  |
IEEE Conf. of Intelligent Systems  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Patricia Charlton, George D. Magoulas |
Self-configurable framework for enabling context-aware learning design.  |
IEEE Conf. of Intelligent Systems  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sergio Gutiérrez Santos, Manolis Mavrikis, George D. Magoulas |
Layered Development and Evaluation for Intelligent Support in Exploratory Environments: The Case of Microworlds.  |
Intelligent Tutoring Systems  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sergio Gutiérrez Santos, Mihaela Cocea, George D. Magoulas |
A Case-Based Reasoning Approach to Provide Adaptive Feedback in Microworlds.  |
Intelligent Tutoring Systems  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Patricia Charlton, George D. Magoulas |
Autonomic Computing and Ontologies to Enable Context-aware Learning Design.  |
ICTAI  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sergio Gutiérrez Santos, Manolis Mavrikis, George D. Magoulas |
Sequence Detection for Adaptive Feedback Generation in an Exploratory Environment for Mathematical Generalisation.  |
AIMSA  |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, George D. Magoulas |
Hybrid model for learner modelling and feedback prioritisation in exploratory learning.  |
Int. J. Hybrid Intell. Syst.  |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Chun-Cheng Peng, George D. Magoulas |
Sequence Processing with Recurrent Neural Networks.  |
Encyclopedia of Artificial Intelligence  |
2009 |
DBLP BibTeX RDF |
|
| 1 | Tony E. Lewis, George D. Magoulas |
Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs.  |
GECCO  |
2009 |
DBLP DOI BibTeX RDF |
graph based, graphics card, genetic programming, graphics processing unit, cartesian genetic programming, cuda, cyclic |
| 1 | Sara de Freitas, Genaro Rebolledo-Mendez, Fotis Liarokapis, George D. Magoulas, Alexandra Poulovassilis |
Developing an Evaluation Methodology for Immersive Learning Experiences in a Virtual World.  |
VS-GAMES  |
2009 |
DBLP DOI BibTeX RDF |
virtual worlds, serious games, Evaluation methodologies |
| 1 | Mihaela Cocea, George D. Magoulas |
Context-Dependent Personalised Feedback Prioritisation in Exploratory Learning for Mathematical Generalisation.  |
UMAP  |
2009 |
DBLP DOI BibTeX RDF |
context-dependent personalised feedback, feedback prioritisation, Analytic Hierarchy Process, Multicriteria Decision Making |
| 1 | Patricia Charlton, Maria Grigoriadou, Diana Laurillard, George D. Magoulas, Kyparisia A. Papanikolaou |
Enabling creative learning design: how HCI, User Modelling and Human Factors help.  |
AIED  |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mihaela Cocea, George D. Magoulas |
Identifying strategies in user's exploratory learning behaviour for mathematical generalisation.  |
AIED  |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Darren Pearce, Eirini Geraniou, Sergio Gutiérrez Santos, Manolis Mavrikis, Mihaela Cocea, Celia Hoyles, Ken Kahn, George D. Magoulas, Richard Noss, Alexandra Poulovassilis, Niall Winters |
An Eco-Friendly Intelligent Environment for Exploring Mathematical Generalisation.  |
AIED  |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolas van Labeke, George D. Magoulas, Alexandra Poulovassilis |
Searching for "People Like Me" in a Lifelong Learning System.  |
EC-TEL  |
2009 |
DBLP DOI BibTeX RDF |
personalisation, lifelong learning, learning communities |
| 1 | Chun-Cheng Peng, George D. Magoulas |
Advanced Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks.  |
International Journal on Artificial Intelligence Tools  |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tony E. Lewis, George D. Magoulas |
TREAD: a new genetic programming representation aimed at research of long term complexity growth.  |
GECCO  |
2008 |
DBLP DOI BibTeX RDF |
artificial intelligence, genetic programming, representations |
| 1 | Nicolas van Labeke, Alexandra Poulovassilis, George D. Magoulas |
Using Similarity Metrics for Matching Lifelong Learners.  |
Intelligent Tutoring Systems  |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, George Ghinea |
Intelligence-based adaptation for ubiquitous multimedia communications.  |
J. Network and Computer Applications  |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Georgios Dounias |
Computational intelligence in medicine and biology.  |
Appl. Intell.  |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Giorgos Lepouras, Costas Vassilakis |
Virtual reality in the e-Society.  |
Virtual Reality  |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas |
User Modeling in Information Portals.  |
Encyclopedia of Portal Technologies and Applications  |
2007 |
DBLP BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Georgoulas, George D. Magoulas, Anthony Tzes |
Adaptive particle swarm optimizer with nonextensive schedule.  |
GECCO  |
2007 |
DBLP DOI BibTeX RDF |
nonextensive statistical mechanics, particle swarm optimizer, swarm intelligence, global search |
| 1 | Chun-Cheng Peng, George D. Magoulas |
Adaptive Self-scaling Non-monotone BFGS Training Algorithm for Recurrent Neural Networks.  |
ICANN  |
2007 |
DBLP DOI BibTeX RDF |
BFGS, self-scaling factor, nonmonotone strategy, adaptive learning, line-search, recurrent networks |
| 1 | Chun-Cheng Peng, George D. Magoulas |
Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks.  |
ICTAI  |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Sherry Y. Chen |
Human factors in personalised systems and services.  |
Interacting with Computers  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Georgios Dounias |
Introduction to the special issue on intelligent technologies in medicine and bioinformatics.  |
Comp. in Bio. and Med.  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Georgios Dounias, Derek A. Linkens |
Preface.  |
International Journal on Artificial Intelligence Tools  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Aristoklis D. Anastasiadis |
Approaches to Adaptive Stochastic Search Based on the Nonextensive Q-Distribution.  |
I. J. Bifurcation and Chaos  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Michael N. Vrahatis |
Adaptive Algorithms for Neural Network Supervised Learning: a Deterministic Optimization Approach.  |
I. J. Bifurcation and Chaos  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Magoulas |
Analysing the localisation sites of proteins through neural networks ensembles.  |
Neural Computing and Applications  |
2006 |
DBLP DOI BibTeX RDF |
Neural ensembles, Protein localisation, Feedforward neural networks, K-nearest neighbour, Imbalanced datasets |
| 1 | Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis |
Evolutionary training of hardware realizable multilayer perceptrons.  |
Neural Computing and Applications  |
2006 |
DBLP DOI BibTeX RDF |
Neural networks with threshold activations, Integer weight neural networks, Integer programming, Differential evolution, Feedforward neural networks, Unconstrained optimization, Backpropagation algorithm, Steepest descent |
| 1 | Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis |
Distributed computing methodology for training neural networks in an image-guided diagnostic application.  |
Computer Methods and Programs in Biomedicine  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Enrique Frías-Martínez, George D. Magoulas, Sherry Y. Chen, Robert D. Macredie |
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques.  |
Expert Syst. Appl.  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Regina Stathacopoulou, George D. Magoulas, Maria Grigoriadou, Maria Samarakou |
Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis.  |
Inf. Sci.  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sherry Y. Chen, George D. Magoulas, Dionisios Dimakopoulos |
A flexible interface design for Web directories to accommodate different cognitive styles.  |
JASIST  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Magoulas |
Evolving Stochastic Learning Algorithm Based on Tsallis Entropic Index  |
CoRR  |
2005 |
DBLP BibTeX RDF |
|
| 1 | Gheorghita Ghinea, Johnson P. Thomas, George D. Magoulas, Saeed Heravi |
Adaptation as a premise for perceptual-based multimedia communications.  |
IJITM  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | George Ghinea, George D. Magoulas, C. Siamitros |
Multicriteria decision making for enhanced perception-based multimedia communication.  |
IEEE Transactions on Systems, Man, and Cybernetics, Part A  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | George Ghinea, George D. Magoulas, C. Siamitros |
Intelligent synthesis mechanism for deriving streaming priorities of multimedia content.  |
IEEE Transactions on Multimedia  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis |
New globally convergent training scheme based on the resilient propagation algorithm.  |
Neurocomputing  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis |
Sign-based learning schemes for pattern classification.  |
Pattern Recognition Letters  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Gheorghita Ghinea, George D. Magoulas, Andrew O. Frank |
Intelligent protocol adaptation in a medical e-collaboration environment.  |
International Journal on Artificial Intelligence Tools  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis |
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution.  |
Appl. Soft Comput.  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Sherry Y. Chen, George D. Magoulas, Robert D. Macredie |
Cognitive styles and users' responses to structured information representation.  |
Int. J. on Digital Libraries  |
2004 |
DBLP DOI BibTeX RDF |
User interface, Individual differences, Cognitive styles, Web directory |
| 1 | George D. Magoulas, Sherry Y. Chen, Dionisios Dimakopoulos |
A Personalised Interface for Web Directories Based on Cognitive Styles.  |
User Interfaces for All  |
2004 |
DBLP DOI BibTeX RDF |
Web-based Information Retrieval, User Interfaces, Personalisation, Cognitive Styles |
| 1 | Enrique Frías-Martínez, George D. Magoulas, Sherry Y. Chen, Robert D. Macredie |
Recent Soft Computing Approaches to User Modeling in Adaptive Hypermedia.  |
AH  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis |
A New Learning Rates Adaptation Strategy for the Resilient Propagation Algorithm.  |
ESANN  |
2004 |
DBLP BibTeX RDF |
|
| 1 | George Ghinea, George D. Magoulas |
Integrating Perceptech Requirements in Multimedia Streaming.  |
EWIMT  |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Azambuja Silveira, Eduardo Rodrigues Gomes, Vinicius Heidrich Pinto, George D. Magoulas |
Intelligent Learning Objects: An Agent Based Approach of Learning Objects.  |
Intelligent Tutoring Systems  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Regina Stathacopoulou, Maria Grigoriadou, Maria Samarakou, George D. Magoulas |
Using Simulated Students for Machine Learning.  |
Intelligent Tutoring Systems  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Regina Stathacopoulou, Maria Samarakou, Maria Grigoriadou, George D. Magoulas |
A Neuro-Fuzzy Approach to Detect Student's Motivation.  |
ICALT  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul O'Neill, George D. Magoulas, Xiaohui Liu |
Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis.  |
ISBI  |
2004 |
DBLP BibTeX RDF |
|
| 1 | Kyparisia A. Papanikolaou, Maria Grigoriadou, Harry Kornilakis, George D. Magoulas |
Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE.  |
User Model. User-Adapt. Interact.  |
2003 |
DBLP DOI BibTeX RDF |
curriculum sequencing, instructional strategies, learner control, adaptability, adaptation, adaptivity, distance learning, instructional design, learning styles, learner model, adaptive presentation, adaptive navigation support, adaptive educational hypermedia systems |
| 1 | Regina Stathacopoulou, Maria Grigoriadou, George D. Magoulas, Denis Mitropoulos |
A Neuro-fuzzy Approach in Student Modeling.  |
User Modeling  |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | George Ghinea, George D. Magoulas, Andrew O. Frank |
Intelligent Protocol Adaptation for Enhanced Medical e-Collaboration.  |
FLAIRS Conference  |
2003 |
DBLP BibTeX RDF |
|
| 1 | Aristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu |
Classification of Protein Localisation Patterns via Supervised Neural Network Learning.  |
IDA  |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul O'Neill, George D. Magoulas, Xiaohui Liu |
Obtaining Quality Microarray Data via Image Reconstruction.  |
IDA  |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Kyparisia A. Papanikolaou, Maria Grigoriadou, George D. Magoulas, Harry Kornilakis |
Towards new forms of knowledge communication: the adaptive dimension of a web-based learning environment.  |
Computers & Education  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis |
Deterministic nonmonotone strategies for effective training of multilayer perceptrons.  |
IEEE Transactions on Neural Networks  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis |
Globally convergent algorithms with local learning rates.  |
IEEE Transactions on Neural Networks  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Maria Grigoriadou, Harry Kornilakis, Kyparisia A. Papanikolaou, George D. Magoulas |
Fuzzy Inference for Student Diagnosis in Adaptive Educational Hypermedia.  |
SETN  |
2002 |
DBLP DOI BibTeX RDF |
Student Diagnosis, Fuzzy Logic, Analytic Hierarchy Process, Adaptive Educational Hypermedia Systems |
| 1 | George D. Magoulas, Tillal Eldabi, Ray J. Paul |
General methodology 3: global search strategies for simulation optimisation.  |
Winter Simulation Conference  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Kyparisia A. Papanikolaou, Maria Grigoriadou |
Neuro-fuzzy synergism for planning the content in a web-based course.  |
Informatica (Slovenia)  |
2001 |
DBLP BibTeX RDF |
|
| 1 | George D. Magoulas |
Model-based design and evaluation of interactive applications.  |
EJIS  |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Stavros A. Karkanis, George D. Magoulas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras |
Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images.  |
ICIP  |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | George Ghinea, George D. Magoulas |
Perceptual Considerations for Quality of Service Management: An Integrated Architecture.  |
User Modeling  |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | George Ghinea, George D. Magoulas |
Quality of Service for Perceptual Considerations: An Integrated Perspective.  |
ICME  |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Kyparisia A. Papanikolaou, Maria Grigoriadou, Harry Kornilakis, George D. Magoulas |
INSPIRE: An INtelligent System for Personalized Instruction in a Remote Environment.  |
OHS-7/SC-3/AH-3  |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Andriana Prentza |
Machine Learning in Medical Applications.  |
Machine Learning and Its Applications  |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael N. Vrahatis, George D. Magoulas, Vassilis P. Plagianakos |
Globally Convergent Modification of the Quickprop Method.  |
Neural Processing Letters  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Kyparisia A. Papanikolaou, George D. Magoulas, Maria Grigoriadou |
A Connectionist Approach for Supporting Personalized Learning in a Web-Based Learning Environment.  |
AH  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis |
Development and Convergence Analysis of Training Algorithms with Local Learning Rate Adaptation.  |
IJCNN  |
2000 |
DBLP DOI BibTeX RDF |
Globally convergent algorithms, local learning rate adaptation, batch training algorithms, gradient descent, feed-forward neural networks |
| 1 | Kyparisia A. Papanikolaou, George D. Magoulas, Maria Grigoriadou |
Computational Intelligence in Adaptive Educational Hypermedia.  |
IJCNN  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | S. A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Nikiforos G. Theofanous, George D. Magoulas |
Tumor Recognition in Endoscopic Video Images Using Artificial Neural Network Architectures.  |
EUROMICRO  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Michael N. Vrahatis, George S. Androulakis |
Improving the Convergence of the Backpropagation Algorithm Using Learning Rate Adaptation Methods.  |
Neural Computation  |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Kyparisia A. Papanikolaou, Maria Grigoriadou |
Towards a Computationally Intelligent Lesson Adaptation for a Distance Learning Course. (PDF / PS)  |
ICTAI  |
1999 |
DBLP DOI BibTeX RDF |
adaptive learning environments, dynamic associative networks, Saaty's method, neural networks, fuzzy logic, distance learning |
| 1 | S. A. Karkanis, George D. Magoulas, Maria Grigoriadou, Dimitris A. Karras |
Neural Network based Textural Labeling of Images in Multimedia Applications.  |
EUROMICRO  |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | George D. Magoulas, Michael N. Vrahatis, George S. Androulakis |
Effective Backpropagation Training with Variable Stepsize.  |
Neural Networks  |
1997 |
DBLP DOI BibTeX RDF |
|