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George D. Magoulas: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. George D. Magoulas, Andriana Prentza
    Machine Learning in Medical Applications. [Citation Graph (0, 0)][DBLP]
    Machine Learning and Its Applications, 2001, pp:300-307 [Conf]
  2. Enrique Frías-Martínez, George D. Magoulas, Sherry Y. Chen, Robert D. Macredie
    Recent Soft Computing Approaches to User Modeling in Adaptive Hypermedia. [Citation Graph (0, 0)][DBLP]
    AH, 2004, pp:104-114 [Conf]
  3. Kyparisia A. Papanikolaou, George D. Magoulas, Maria Grigoriadou
    A Connectionist Approach for Supporting Personalized Learning in a Web-Based Learning Environment. [Citation Graph (0, 0)][DBLP]
    AH, 2000, pp:189-201 [Conf]
  4. Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis
    A New Learning Rates Adaptation Strategy for the Resilient Propagation Algorithm. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:1-6 [Conf]
  5. 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. [Citation Graph (0, 0)][DBLP]
    EUROMICRO, 2000, pp:2423-0 [Conf]
  6. S. A. Karkanis, George D. Magoulas, Maria Grigoriadou, Dimitris A. Karras
    Neural Network based Textural Labeling of Images in Multimedia Applications. [Citation Graph (0, 0)][DBLP]
    EUROMICRO, 1999, pp:2392-0 [Conf]
  7. George Ghinea, George D. Magoulas
    Integrating Perceptech Requirements in Multimedia Streaming. [Citation Graph (0, 0)][DBLP]
    EWIMT, 2004, pp:- [Conf]
  8. George Ghinea, George D. Magoulas, Andrew O. Frank
    Intelligent Protocol Adaptation for Enhanced Medical e-Collaboration. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2003, pp:276-280 [Conf]
  9. Regina Stathacopoulou, Maria Samarakou, Maria Grigoriadou, George D. Magoulas
    A Neuro-Fuzzy Approach to Detect Student's Motivation. [Citation Graph (0, 0)][DBLP]
    ICALT, 2004, pp:- [Conf]
  10. 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. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 2001, pp:281-284 [Conf]
  11. George Ghinea, George D. Magoulas
    Quality of Service for Perceptual Considerations: An Integrated Perspective. [Citation Graph (0, 0)][DBLP]
    ICME, 2001, pp:- [Conf]
  12. George D. Magoulas, Kyparisia A. Papanikolaou, Maria Grigoriadou
    Towards a Computationally Intelligent Lesson Adaptation for a Distance Learning Course. [Citation Graph (0, 0)][DBLP]
    ICTAI, 1999, pp:5-12 [Conf]
  13. Aristoklis D. Anastasiadis, George D. Magoulas, Xiaohui Liu
    Classification of Protein Localisation Patterns via Supervised Neural Network Learning. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:430-439 [Conf]
  14. Paul O'Neill, George D. Magoulas, Xiaohui Liu
    Obtaining Quality Microarray Data via Image Reconstruction. [Citation Graph (0, 0)][DBLP]
    IDA, 2003, pp:364-375 [Conf]
  15. George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis
    Development and Convergence Analysis of Training Algorithms with Local Learning Rate Adaptation. [Citation Graph (0, 0)][DBLP]
    IJCNN (1), 2000, pp:21-26 [Conf]
  16. Kyparisia A. Papanikolaou, George D. Magoulas, Maria Grigoriadou
    Computational Intelligence in Adaptive Educational Hypermedia. [Citation Graph (0, 0)][DBLP]
    IJCNN (6), 2000, pp:629-636 [Conf]
  17. Paul O'Neill, George D. Magoulas, Xiaohui Liu
    Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:117-120 [Conf]
  18. Ricardo Azambuja Silveira, Eduardo Rodrigues Gomes, Vinicius Heidrich Pinto, George D. Magoulas
    Intelligent Learning Objects: An Agent Based Approach of Learning Objects. [Citation Graph (0, 0)][DBLP]
    Intelligent Tutoring Systems, 2004, pp:886-888 [Conf]
  19. Regina Stathacopoulou, Maria Grigoriadou, Maria Samarakou, George D. Magoulas
    Using Simulated Students for Machine Learning. [Citation Graph (0, 0)][DBLP]
    Intelligent Tutoring Systems, 2004, pp:889-891 [Conf]
  20. Kyparisia A. Papanikolaou, Maria Grigoriadou, Harry Kornilakis, George D. Magoulas
    INSPIRE: An INtelligent System for Personalized Instruction in a Remote Environment. [Citation Graph (0, 0)][DBLP]
    OHS-7/SC-3/AH-3, 2001, pp:215-225 [Conf]
  21. Maria Grigoriadou, Harry Kornilakis, Kyparisia A. Papanikolaou, George D. Magoulas
    Fuzzy Inference for Student Diagnosis in Adaptive Educational Hypermedia. [Citation Graph (0, 0)][DBLP]
    SETN, 2002, pp:191-202 [Conf]
  22. George D. Magoulas, Sherry Y. Chen, Dionisios Dimakopoulos
    A Personalised Interface for Web Directories Based on Cognitive Styles. [Citation Graph (0, 0)][DBLP]
    User Interfaces for All, 2004, pp:159-166 [Conf]
  23. George Ghinea, George D. Magoulas
    Perceptual Considerations for Quality of Service Management: An Integrated Architecture. [Citation Graph (0, 0)][DBLP]
    User Modeling, 2001, pp:234-236 [Conf]
  24. Regina Stathacopoulou, Maria Grigoriadou, George D. Magoulas, Denis Mitropoulos
    A Neuro-fuzzy Approach in Student Modeling. [Citation Graph (0, 0)][DBLP]
    User Modeling, 2003, pp:337-341 [Conf]
  25. George D. Magoulas, Tillal Eldabi, Ray J. Paul
    General methodology 3: global search strategies for simulation optimisation. [Citation Graph (0, 0)][DBLP]
    Winter Simulation Conference, 2002, pp:1978-1985 [Conf]
  26. George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis
    Neural network-based colonoscopic diagnosis using on-line learning and differential evolution. [Citation Graph (0, 0)][DBLP]
    Appl. Soft Comput., 2004, v:4, n:4, pp:369-379 [Journal]
  27. 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. [Citation Graph (0, 0)][DBLP]
    Expert Syst. Appl., 2005, v:29, n:2, pp:320-329 [Journal]
  28. Gheorghita Ghinea, George D. Magoulas, Andrew O. Frank
    Intelligent protocol adaptation in a medical e-collaboration environment. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2004, v:13, n:1, pp:199-218 [Journal]
  29. George D. Magoulas, Georgios Dounias, Derek A. Linkens
    Preface. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2006, v:15, n:3, pp:331-334 [Journal]
  30. Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis
    New globally convergent training scheme based on the resilient propagation algorithm. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:64, n:, pp:253-270 [Journal]
  31. George D. Magoulas, Kyparisia A. Papanikolaou, Maria Grigoriadou
    Neuro-fuzzy synergism for planning the content in a web-based course. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 2001, v:25, n:1, pp:- [Journal]
  32. Regina Stathacopoulou, George D. Magoulas, Maria Grigoriadou, Maria Samarakou
    Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 2005, v:170, n:2-4, pp:273-307 [Journal]
  33. George D. Magoulas, Sherry Y. Chen
    Human factors in personalised systems and services. [Citation Graph (0, 0)][DBLP]
    Interacting with Computers, 2006, v:18, n:3, pp:327-330 [Journal]
  34. Sherry Y. Chen, George D. Magoulas, Dionisios Dimakopoulos
    A flexible interface design for Web directories to accommodate different cognitive styles. [Citation Graph (0, 0)][DBLP]
    JASIST, 2005, v:56, n:1, pp:70-83 [Journal]
  35. Sherry Y. Chen, George D. Magoulas, Robert D. Macredie
    Cognitive styles and users' responses to structured information representation. [Citation Graph (0, 0)][DBLP]
    Int. J. on Digital Libraries, 2004, v:4, n:2, pp:93-107 [Journal]
  36. Aristoklis D. Anastasiadis, George D. Magoulas
    Analysing the localisation sites of proteins through neural networks ensembles. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2006, v:15, n:3-4, pp:277-288 [Journal]
  37. Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis
    Evolutionary training of hardware realizable multilayer perceptrons. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2006, v:15, n:1, pp:33-40 [Journal]
  38. George D. Magoulas, Michael N. Vrahatis, George S. Androulakis
    Improving the Convergence of the Backpropagation Algorithm Using Learning Rate Adaptation Methods. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1999, v:11, n:7, pp:1769-1796 [Journal]
  39. George D. Magoulas, Michael N. Vrahatis, George S. Androulakis
    Effective Backpropagation Training with Variable Stepsize. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1997, v:10, n:1, pp:69-82 [Journal]
  40. Michael N. Vrahatis, George D. Magoulas, Vassilis P. Plagianakos
    Globally Convergent Modification of the Quickprop Method. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2000, v:12, n:2, pp:159-170 [Journal]
  41. Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis
    Sign-based learning schemes for pattern classification. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2005, v:26, n:12, pp:1926-1936 [Journal]
  42. George Ghinea, George D. Magoulas, C. Siamitros
    Intelligent synthesis mechanism for deriving streaming priorities of multimedia content. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Multimedia, 2005, v:7, n:6, pp:1047-1053 [Journal]
  43. George Ghinea, George D. Magoulas, C. Siamitros
    Multicriteria decision making for enhanced perception-based multimedia communication. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part A, 2005, v:35, n:6, pp:855-866 [Journal]
  44. Kyparisia A. Papanikolaou, Maria Grigoriadou, Harry Kornilakis, George D. Magoulas
    Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE. [Citation Graph (0, 0)][DBLP]
    User Model. User-Adapt. Interact., 2003, v:13, n:3, pp:213-267 [Journal]
  45. Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis
    Distributed computing methodology for training neural networks in an image-guided diagnostic application. [Citation Graph (0, 0)][DBLP]
    Computer Methods and Programs in Biomedicine, 2006, v:81, n:3, pp:228-235 [Journal]
  46. Aristoklis D. Anastasiadis, George D. Georgoulas, George D. Magoulas, Anthony Tzes
    Adaptive particle swarm optimizer with nonextensive schedule. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:168- [Conf]
  47. Chun-Cheng Peng, George D. Magoulas
    Adaptive Self-scaling Non-monotone BFGS Training Algorithm for Recurrent Neural Networks. [Citation Graph (0, 0)][DBLP]
    ICANN (1), 2007, pp:259-268 [Conf]
  48. George D. Magoulas, Giorgos Lepouras, Costas Vassilakis
    Virtual reality in the e-Society. [Citation Graph (0, 0)][DBLP]
    Virtual Reality, 2007, v:11, n:2-3, pp:71-73 [Journal]
  49. George D. Magoulas, George Ghinea
    Intelligence-based adaptation for ubiquitous multimedia communications. [Citation Graph (0, 0)][DBLP]
    J. Network and Computer Applications, 2007, v:30, n:3, pp:955-957 [Journal]

  50. Enabling creative learning design: how HCI, User Modelling and Human Factors help. [Citation Graph (, )][DBLP]


  51. An Eco-Friendly Intelligent Environment for Exploring Mathematical Generalisation. [Citation Graph (, )][DBLP]


  52. Identifying strategies in user's exploratory learning behaviour for mathematical generalisation. [Citation Graph (, )][DBLP]


  53. Sequence Detection for Adaptive Feedback Generation in an Exploratory Environment for Mathematical Generalisation. [Citation Graph (, )][DBLP]


  54. Searching for "People Like Me" in a Lifelong Learning System. [Citation Graph (, )][DBLP]


  55. TREAD: a new genetic programming representation aimed at research of long term complexity growth. [Citation Graph (, )][DBLP]


  56. Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs. [Citation Graph (, )][DBLP]


  57. Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks. [Citation Graph (, )][DBLP]


  58. Using Similarity Metrics for Matching Lifelong Learners. [Citation Graph (, )][DBLP]


  59. Layered Development and Evaluation for Intelligent Support in Exploratory Environments: The Case of Microworlds. [Citation Graph (, )][DBLP]


  60. A Case-Based Reasoning Approach to Provide Adaptive Feedback in Microworlds. [Citation Graph (, )][DBLP]


  61. Context-Dependent Personalised Feedback Prioritisation in Exploratory Learning for Mathematical Generalisation. [Citation Graph (, )][DBLP]


  62. Identifying user strategies in exploratory learning with evolving task modelling. [Citation Graph (, )][DBLP]


  63. Self-configurable framework for enabling context-aware learning design. [Citation Graph (, )][DBLP]


  64. Developing an Evaluation Methodology for Immersive Learning Experiences in a Virtual World. [Citation Graph (, )][DBLP]


  65. Computational intelligence in medicine and biology. [Citation Graph (, )][DBLP]


  66. Evolving Stochastic Learning Algorithm Based on Tsallis Entropic Index [Citation Graph (, )][DBLP]


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