George D. Magoulas

2008
58	EE	Tony E. Lewis, George D. Magoulas: TREAD: a new genetic programming representation aimed at research of long term complexity growth. GECCO 2008: 1339-1340
57	EE	Nicolas van Labeke, Alexandra Poulovassilis, George D. Magoulas: Using Similarity Metrics for Matching Lifelong Learners. Intelligent Tutoring Systems 2008: 142-151
56	EE	Chun-Cheng Peng, George D. Magoulas: Advanced Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks. International Journal on Artificial Intelligence Tools 17(5): 963-984 (2008)
2007
55	EE	Aristoklis D. Anastasiadis, George D. Georgoulas, George D. Magoulas, Anthony Tzes: Adaptive particle swarm optimizer with nonextensive schedule. GECCO 2007: 168
54	EE	Chun-Cheng Peng, George D. Magoulas: Adaptive Self-scaling Non-monotone BFGS Training Algorithm for Recurrent Neural Networks. ICANN (1) 2007: 259-268
53	EE	Chun-Cheng Peng, George D. Magoulas: Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks. ICTAI (2) 2007: 374-381
52	EE	George D. Magoulas, Georgios Dounias: Computational intelligence in medicine and biology. Appl. Intell. 27(3): 189-192 (2007)
51	EE	George D. Magoulas, George Ghinea: Intelligence-based adaptation for ubiquitous multimedia communications. J. Network and Computer Applications 30(3): 955-957 (2007)
50	EE	George D. Magoulas, Giorgos Lepouras, Costas Vassilakis: Virtual reality in the e-Society. Virtual Reality 11(2-3): 71-73 (2007)
2006
49	EE	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 81(3): 228-235 (2006)
48	EE	George D. Magoulas, Michael N. Vrahatis: Adaptive Algorithms for Neural Network Supervised Learning: a Deterministic Optimization Approach. I. J. Bifurcation and Chaos 16(7): 1929-1950 (2006)
47	EE	George D. Magoulas, Aristoklis D. Anastasiadis: Approaches to Adaptive Stochastic Search Based on the Nonextensive Q-Distribution. I. J. Bifurcation and Chaos 16(7): 2081-2091 (2006)
46	EE	George D. Magoulas, Sherry Y. Chen: Human factors in personalised systems and services. Interacting with Computers 18(3): 327-330 (2006)
45	EE	George D. Magoulas, Georgios Dounias, Derek A. Linkens: Preface. International Journal on Artificial Intelligence Tools 15(3): 331-334 (2006)
44	EE	Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis: Evolutionary training of hardware realizable multilayer perceptrons. Neural Computing and Applications 15(1): 33-40 (2006)
43	EE	Aristoklis D. Anastasiadis, George D. Magoulas: Analysing the localisation sites of proteins through neural networks ensembles. Neural Computing and Applications 15(3-4): 277-288 (2006)
2005
42	EE	Aristoklis D. Anastasiadis, George D. Magoulas: Evolving Stochastic Learning Algorithm Based on Tsallis Entropic Index CoRR abs/cs/0512037: (2005)
41	EE	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. 29(2): 320-329 (2005)
40	EE	George Ghinea, George D. Magoulas, C. Siamitros: Intelligent synthesis mechanism for deriving streaming priorities of multimedia content. IEEE Transactions on Multimedia 7(6): 1047-1053 (2005)
39	EE	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 35(6): 855-866 (2005)
38	EE	Gheorghita Ghinea, Johnson P. Thomas, George D. Magoulas, Saeed Heravi: Adaptation as a premise for perceptual-based multimedia communications. IJITM 4(4): 405-422 (2005)
37	EE	Regina Stathacopoulou, George D. Magoulas, Maria Grigoriadou, Maria Samarakou: Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis. Inf. Sci. 170(2-4): 273-307 (2005)
36	EE	Sherry Y. Chen, George D. Magoulas, Dionisios Dimakopoulos: A flexible interface design for Web directories to accommodate different cognitive styles. JASIST 56(1): 70-83 (2005)
35	EE	Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis: New globally convergent training scheme based on the resilient propagation algorithm. Neurocomputing 64: 253-270 (2005)
34	EE	Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis: Sign-based learning schemes for pattern classification. Pattern Recognition Letters 26(12): 1926-1936 (2005)
2004
33	EE	Enrique Frías-Martínez, George D. Magoulas, Sherry Y. Chen, Robert D. Macredie: Recent Soft Computing Approaches to User Modeling in Adaptive Hypermedia. AH 2004: 104-114
32	EE	Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis: A New Learning Rates Adaptation Strategy for the Resilient Propagation Algorithm. ESANN 2004: 1-6
31		George Ghinea, George D. Magoulas: Integrating Perceptech Requirements in Multimedia Streaming. EWIMT 2004
30		Regina Stathacopoulou, Maria Samarakou, Maria Grigoriadou, George D. Magoulas: A Neuro-Fuzzy Approach to Detect Student's Motivation. ICALT 2004
29		Paul O'Neill, George D. Magoulas, Xiaohui Liu: Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis. ISBI 2004: 117-120
28	EE	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: 886-888
27	EE	Regina Stathacopoulou, Maria Grigoriadou, Maria Samarakou, George D. Magoulas: Using Simulated Students for Machine Learning. Intelligent Tutoring Systems 2004: 889-891
26	EE	George D. Magoulas, Sherry Y. Chen, Dionisios Dimakopoulos: A Personalised Interface for Web Directories Based on Cognitive Styles. User Interfaces for All 2004: 159-166
25	EE	George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis: Neural network-based colonoscopic diagnosis using on-line learning and differential evolution. Appl. Soft Comput. 4(4): 369-379 (2004)
24	EE	Sherry Y. Chen, George D. Magoulas, Robert D. Macredie: Cognitive styles and users' responses to structured information representation. Int. J. on Digital Libraries 4(2): 93-107 (2004)
23	EE	Gheorghita Ghinea, George D. Magoulas, Andrew O. Frank: Intelligent protocol adaptation in a medical e-collaboration environment. International Journal on Artificial Intelligence Tools 13(1): 199-218 (2004)
2003
22		George Ghinea, George D. Magoulas, Andrew O. Frank: Intelligent Protocol Adaptation for Enhanced Medical e-Collaboration. FLAIRS Conference 2003: 276-280
21	EE	Paul O'Neill, George D. Magoulas, Xiaohui Liu: Obtaining Quality Microarray Data via Image Reconstruction. IDA 2003: 364-375
20	EE	Aristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu: Classification of Protein Localisation Patterns via Supervised Neural Network Learning. IDA 2003: 430-439
19	EE	Regina Stathacopoulou, Maria Grigoriadou, George D. Magoulas, Denis Mitropoulos: A Neuro-fuzzy Approach in Student Modeling. User Modeling 2003: 337-341
18	EE	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. 13(3): 213-267 (2003)
2002
17	EE	Maria Grigoriadou, Harry Kornilakis, Kyparisia A. Papanikolaou, George D. Magoulas: Fuzzy Inference for Student Diagnosis in Adaptive Educational Hypermedia. SETN 2002: 191-202
16	EE	George D. Magoulas, Tillal Eldabi, Ray J. Paul: General methodology 3: global search strategies for simulation optimisation. Winter Simulation Conference 2002: 1978-1985
2001
15	EE	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 (1) 2001: 281-284
14	EE	George Ghinea, George D. Magoulas: Quality of Service for Perceptual Considerations: An Integrated Perspective. ICME 2001
13	EE	George D. Magoulas, Andriana Prentza: Machine Learning in Medical Applications. Machine Learning and Its Applications 2001: 300-307
12	EE	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: 215-225
11	EE	George Ghinea, George D. Magoulas: Perceptual Considerations for Quality of Service Management: An Integrated Architecture. User Modeling 2001: 234-236
10		George D. Magoulas, Kyparisia A. Papanikolaou, Maria Grigoriadou: Neuro-fuzzy synergism for planning the content in a web-based course. Informatica (Slovenia) 25(1): (2001)
2000
9	EE	Kyparisia A. Papanikolaou, George D. Magoulas, Maria Grigoriadou: A Connectionist Approach for Supporting Personalized Learning in a Web-Based Learning Environment. AH 2000: 189-201
8	EE	S. A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, N. G. Theofanous, George D. Magoulas: Tumor Recognition in Endoscopic Video Images Using Artificial Neural Network Architectures. EUROMICRO 2000: 2423-
7	EE	George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis: Development and Convergence Analysis of Training Algorithms with Local Learning Rate Adaptation. IJCNN (1) 2000: 21-26
6	EE	Kyparisia A. Papanikolaou, George D. Magoulas, Maria Grigoriadou: Computational Intelligence in Adaptive Educational Hypermedia. IJCNN (6) 2000: 629-636
5		Michael N. Vrahatis, George D. Magoulas, Vassilis P. Plagianakos: Globally Convergent Modification of the Quickprop Method. Neural Processing Letters 12(2): 159-170 (2000)
1999
4	EE	S. A. Karkanis, George D. Magoulas, Maria Grigoriadou, Dimitris A. Karras: Neural Network based Textural Labeling of Images in Multimedia Applications. EUROMICRO 1999: 2392-
3	EE	George D. Magoulas, Kyparisia A. Papanikolaou, Maria Grigoriadou: Towards a Computationally Intelligent Lesson Adaptation for a Distance Learning Course. ICTAI 1999: 5-12
2		George D. Magoulas, Michael N. Vrahatis, George S. Androulakis: Improving the Convergence of the Backpropagation Algorithm Using Learning Rate Adaptation Methods. Neural Computation 11(7): 1769-1796 (1999)
1997
1	EE	George D. Magoulas, Michael N. Vrahatis, George S. Androulakis: Effective Backpropagation Training with Variable Stepsize. Neural Networks 10(1): 69-82 (1997)

Coauthor Index

1	Aristoklis D. Anastasiadis	[20] [32] [34] [35] [42] [43] [47] [55]
2	George S. Androulakis	[1] [2]
3	Sherry Y. Chen	[24] [26] [33] [36] [41] [46]
4	Dionisios Dimakopoulos	[26] [36]
5	Georgios Dounias	[45] [52]
6	Tillal Eldabi	[16]
7	Andrew O. Frank	[22] [23]
8	Enrique Frías-Martínez	[33] [41]
9	George D. Georgoulas	[55]
10	George Ghinea (Gheorghita Ghinea)	[11] [14] [22] [23] [31] [38] [39] [40] [51]
11	Eduardo Rodrigues Gomes	[28]
12	Maria Grigoriadou	[3] [4] [6] [9] [10] [12] [17] [18] [19] [27] [30] [37]
13	Saeed Heravi	[38]
14	Dimitrios K. Iakovidis	[8] [15]
15	Stavros A. Karkanis (S. A. Karkanis)	[4] [8] [15]
16	Dimitris A. Karras (Dimitrios A. Karras, D. A. Karras)	[4] [15]
17	Harry Kornilakis	[12] [17] [18]
18	Nicolas van Labeke	[57]
19	Giorgos Lepouras (George Lepouras)	[50]
20	Tony E. Lewis	[58]
21	Derek A. Linkens	[45]
22	Xiaohui Liu	[20] [21] [29]
23	Robert D. Macredie	[24] [33] [41]
24	Dimitrios E. Maroulis (Dimitris Maroulis)	[8] [15]
25	Denis Mitropoulos	[19]
26	Paul O'Neill	[21] [29]
27	Kyparisia A. Papanikolaou	[3] [6] [9] [10] [12] [17] [18]
28	Ray J. Paul	[16]
29	Chun-Cheng Peng	[53] [54] [56]
30	Vinicius Heidrich Pinto	[28]
31	Vassilis P. Plagianakos	[5] [7] [25] [44] [49]
32	Alexandra Poulovassilis	[57]
33	Andriana Prentza	[13]
34	Maria Samarakou	[27] [30] [37]
35	C. Siamitros	[39] [40]
36	Ricardo Azambuja Silveira	[28]
37	Regina Stathacopoulou	[19] [27] [30] [37]
38	N. G. Theofanous	[8]
39	Johnson P. Thomas	[38]
40	Anthony Tzes	[55]
41	Costas Vassilakis	[50]
42	Michael N. Vrahatis	[1] [2] [5] [7] [25] [32] [34] [35] [44] [48] [49]

Colors in the list of coauthors