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ORCIDBibTeX records: George D. Magoulas
@article{DBLP:journals/ijns/HerzogM22,
author = {Nitsa J. Herzog and
George D. Magoulas},
title = {Convolutional Neural Networks-Based Framework for Early Identification
of Dementia Using {MRI} of Brain Asymmetry},
journal = {Int. J. Neural Syst.},
volume = {32},
number = {12},
pages = {2250053:1--2250053:15},
year = {2022},
url = {https://doi.org/10.1142/S0129065722500538},
doi = {10.1142/S0129065722500538},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/HerzogM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/LagiasMPP22,
author = {Paschalis Lagias and
George D. Magoulas and
Ylli Prifti and
Alessandro Provetti},
editor = {Lazaros Iliadis and
Chrisina Jayne and
Anastasios Tefas and
Elias Pimenidis},
title = {Predicting Seriousness of Injury in a Traffic Accident: {A} New Imbalanced
Dataset and Benchmark},
booktitle = {Engineering Applications of Neural Networks - 23rd International Conference,
{EAAAI/EANN} 2022, Chersonissos, Crete, Greece, June 17-20, 2022,
Proceedings},
series = {Communications in Computer and Information Science},
volume = {1600},
pages = {412--423},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08223-8\_34},
doi = {10.1007/978-3-031-08223-8\_34},
timestamp = {Wed, 05 Oct 2022 21:11:03 +0200},
biburl = {https://dblp.org/rec/conf/eann/LagiasMPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10441,
author = {Paschalis Lagias and
George D. Magoulas and
Ylli Prifti and
Alessandro Provetti},
title = {Predicting Seriousness of Injury in a Traffic Accident: {A} New Imbalanced
Dataset and Benchmark},
journal = {CoRR},
volume = {abs/2205.10441},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10441},
doi = {10.48550/ARXIV.2205.10441},
eprinttype = {arXiv},
eprint = {2205.10441},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eis/SikoraM21,
author = {Tomasz D. Sikora and
George D. Magoulas},
title = {Neural adaptive admission control framework: SLA-driven action termination
for real-time application service management},
journal = {Enterp. Inf. Syst.},
volume = {15},
number = {2},
pages = {133--173},
year = {2021},
url = {https://doi.org/10.1080/17517575.2019.1585578},
doi = {10.1080/17517575.2019.1585578},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eis/SikoraM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/HerzogM21,
author = {Nitsa J. Herzog and
George D. Magoulas},
title = {Brain Asymmetry Detection and Machine Learning Classification for
Diagnosis of Early Dementia},
journal = {Sensors},
volume = {21},
number = {3},
pages = {778},
year = {2021},
url = {https://doi.org/10.3390/s21030778},
doi = {10.3390/S21030778},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/HerzogM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/HerzogM21,
author = {Nitsa J. Herzog and
George D. Magoulas},
editor = {Davide Chicco and
Angelo M. Facchiano and
Erica Tavazzi and
Enrico Longato and
Martina Vettoretti and
Anna Bernasconi and
Simone Avesani and
Paolo Cazzaniga},
title = {Transfer Learning and Magnetic Resonance Imaging Techniques for the
Deep Neural Network-Based Diagnosis of Early Cognitive Decline and
Dementia},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 17th International Meeting, {CIBB} 2021, Virtual Event, November
15-17, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13483},
pages = {53--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-20837-9\_5},
doi = {10.1007/978-3-031-20837-9\_5},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibb/HerzogM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/ErmaliucSMP21,
author = {Mihai Ermaliuc and
Daniel Stamate and
George D. Magoulas and
Ida M. Pu},
editor = {Lazaros Iliadis and
John MacIntyre and
Chrisina Jayne and
Elias Pimenidis},
title = {Creating Ensembles of Generative Adversarial Network Discriminators
for One-Class Classification},
booktitle = {Proceedings of the 22nd Engineering Applications of Neural Networks
Conference - {EANN} 2021, Crete, Greece, 25-27 June, 2021},
volume = {3},
pages = {13--23},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80568-5\_2},
doi = {10.1007/978-3-030-80568-5\_2},
timestamp = {Wed, 05 Oct 2022 21:11:03 +0200},
biburl = {https://dblp.org/rec/conf/eann/ErmaliucSMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/HerzogM21,
author = {Nitsa J. Herzog and
George D. Magoulas},
editor = {Lazaros Iliadis and
John MacIntyre and
Chrisina Jayne and
Elias Pimenidis},
title = {Deep Learning of Brain Asymmetry Images and Transfer Learning for
Early Diagnosis of Dementia},
booktitle = {Proceedings of the 22nd Engineering Applications of Neural Networks
Conference - {EANN} 2021, Crete, Greece, 25-27 June, 2021},
volume = {3},
pages = {57--70},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80568-5\_5},
doi = {10.1007/978-3-030-80568-5\_5},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/HerzogM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/StamateMT21,
author = {Cosmin Stamate and
George D. Magoulas and
Michael S. C. Thomas},
editor = {Lazaros Iliadis and
John MacIntyre and
Chrisina Jayne and
Elias Pimenidis},
title = {Deep Learning Topology-Preserving EEG-Based Images for Autism Detection
in Infants},
booktitle = {Proceedings of the 22nd Engineering Applications of Neural Networks
Conference - {EANN} 2021, Crete, Greece, 25-27 June, 2021},
volume = {3},
pages = {71--82},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80568-5\_6},
doi = {10.1007/978-3-030-80568-5\_6},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/StamateMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/KohliMT20,
author = {Maitrei Kohli and
George D. Magoulas and
Michael S. C. Thomas},
title = {Evolving Connectionist Models to Capture Population Variability across
Language Development: Modeling Children's Past Tense Formation},
journal = {Artif. Life},
volume = {26},
number = {2},
pages = {217--241},
year = {2020},
url = {https://doi.org/10.1162/artl\_a\_00316},
doi = {10.1162/ARTL\_A\_00316},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/alife/KohliMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MoscaM19,
author = {Alan Mosca and
George D. Magoulas},
title = {Customised ensemble methodologies for deep learning: Boosted Residual
Networks and related approaches},
journal = {Neural Comput. Appl.},
volume = {31},
number = {6},
pages = {1713--1731},
year = {2019},
url = {https://doi.org/10.1007/s00521-018-3922-2},
doi = {10.1007/S00521-018-3922-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/MoscaM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/CelikM19,
author = {Dilek {\c{C}}elik and
George D. Magoulas},
editor = {Maren Scheffel and
Julien Broisin and
Viktoria Pammer{-}Schindler and
Andri Ioannou and
Jan Schneider},
title = {Challenging the Alignment of Learning Design Tools with {HE} Lecturers'
Learning Design Practice},
booktitle = {Transforming Learning with Meaningful Technologies - 14th European
Conference on Technology Enhanced Learning, {EC-TEL} 2019, Delft,
The Netherlands, September 16-19, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11722},
pages = {142--157},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29736-7\_11},
doi = {10.1007/978-3-030-29736-7\_11},
timestamp = {Sat, 30 Sep 2023 09:39:33 +0200},
biburl = {https://dblp.org/rec/conf/ectel/CelikM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jeim/HaqMJMS18,
author = {Anwar Ul Haq and
George D. Magoulas and
Arshad Jamal and
Asim Majeed and
Diane Sloan},
title = {Users' perceptions of e-learning environments and services effectiveness:
The emergence of the concept functionality model},
journal = {J. Enterp. Inf. Manag.},
volume = {31},
number = {1},
pages = {89--111},
year = {2018},
url = {https://doi.org/10.1108/JEIM-03-2016-0074},
doi = {10.1108/JEIM-03-2016-0074},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jeim/HaqMJMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/StamateMKNDJPRL18,
author = {Cosmin Stamate and
George D. Magoulas and
Stefan K{\"{u}}ppers and
Effrosyni Nomikou and
Ioannis Daskalopoulos and
Ashwani Jha and
Joan Saez{-}Pons and
John C. Rothwell and
Marco U. Luchini and
Theano Moussouri and
Marco Iannone and
George Roussos},
title = {The cloudUPDRS app: {A} medical device for the clinical assessment
of Parkinson's Disease},
journal = {Pervasive Mob. Comput.},
volume = {43},
pages = {146--166},
year = {2018},
url = {https://doi.org/10.1016/j.pmcj.2017.12.005},
doi = {10.1016/J.PMCJ.2017.12.005},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/percom/StamateMKNDJPRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/MoscaM18,
author = {Alan Mosca and
George D. Magoulas},
title = {Hardening against adversarial examples with the smooth gradient method},
journal = {Soft Comput.},
volume = {22},
number = {10},
pages = {3203--3213},
year = {2018},
url = {https://doi.org/10.1007/s00500-017-2998-4},
doi = {10.1007/S00500-017-2998-4},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/MoscaM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/CoceaM17,
author = {Mihaela Cocea and
George D. Magoulas},
title = {Design and Evaluation of a Case-Based System for Modelling Exploratory
Learning Behavior of Math Generalization},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {10},
number = {4},
pages = {436--449},
year = {2017},
url = {https://doi.org/10.1109/TLT.2017.2661310},
doi = {10.1109/TLT.2017.2661310},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlt/CoceaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/MoscaM17,
author = {Alan Mosca and
George D. Magoulas},
editor = {Giacomo Boracchi and
Lazaros S. Iliadis and
Chrisina Jayne and
Aristidis Likas},
title = {Boosted Residual Networks},
booktitle = {Engineering Applications of Neural Networks - 18th International Conference,
{EANN} 2017, Athens, Greece, August 25-27, 2017, Proceedings},
series = {Communications in Computer and Information Science},
volume = {744},
pages = {137--148},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-65172-9\_12},
doi = {10.1007/978-3-319-65172-9\_12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/MoscaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MoscaM17,
author = {Alan Mosca and
George D. Magoulas},
title = {Training convolutional networks with weight-wise adaptive learning
rates},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-50.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MoscaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/FassbinderFBM17,
author = {Aracele Garcia de Oliveira Fassbinder and
Marcelo Fassbinder and
Ellen Francine Barbosa and
George D. Magoulas},
title = {Massive open online courses in software engineering education},
booktitle = {2017 {IEEE} Frontiers in Education Conference, {FIE} 2017, Indianapolis,
IN, USA, October 18-21, 2017},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/FIE.2017.8190588},
doi = {10.1109/FIE.2017.8190588},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fie/FassbinderFBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/StamateMKNDLMR17,
author = {Cosmin Stamate and
George D. Magoulas and
Stefan K{\"{u}}ppers and
Effrosyni Nomikou and
Ioannis Daskalopoulos and
Marco U. Luchini and
Theano Moussouri and
George Roussos},
title = {Deep learning Parkinson's from smartphone data},
booktitle = {2017 {IEEE} International Conference on Pervasive Computing and Communications,
PerCom 2017, Kona, Big Island, HI, USA, March 13-17, 2017},
pages = {31--40},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/PERCOM.2017.7917848},
doi = {10.1109/PERCOM.2017.7917848},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/percom/StamateMKNDLMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GrawemeyerKMPP17,
author = {Beate Grawemeyer and
Konstantinos Karoudis and
George D. Magoulas and
Marta Pinto and
Alexandra Poulovassilis},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Design and Evaluation of Adaptive Feedback to Foster {ICT} Information
Processing Skills in Young Adults},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {369--377},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054157},
doi = {10.1145/3041021.3054157},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GrawemeyerKMPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03704,
author = {Alan Mosca and
George D. Magoulas},
title = {Deep Incremental Boosting},
journal = {CoRR},
volume = {abs/1708.03704},
year = {2017},
url = {http://arxiv.org/abs/1708.03704},
eprinttype = {arXiv},
eprint = {1708.03704},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdldc/PapanikolaouMMC16,
author = {Kyparisia A. Papanikolaou and
Katerina Makrh and
George D. Magoulas and
Dionisia Chinou and
Athanasios Georgalas and
Petros Roussos},
title = {Synthesizing Technological and Pedagogical Knowledge in Learning Design:
{A} Case Study in Teacher Training on Technology Enhanced Learning},
journal = {Int. J. Digit. Lit. Digit. Competence},
volume = {7},
number = {1},
pages = {19--32},
year = {2016},
url = {https://doi.org/10.4018/IJDLDC.2016010102},
doi = {10.4018/IJDLDC.2016010102},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdldc/PapanikolaouMMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informatics/KaroudisM16,
author = {Konstantinos Karoudis and
George D. Magoulas},
title = {Ubiquitous Learning Architecture to Enable Learning Path Design across
the Cumulative Learning Continuum},
journal = {Informatics},
volume = {3},
number = {4},
pages = {19},
year = {2016},
url = {https://doi.org/10.3390/informatics3040019},
doi = {10.3390/INFORMATICS3040019},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/informatics/KaroudisM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AdamMKV16,
author = {Stavros P. Adam and
George D. Magoulas and
Dimitrios A. Karras and
Michael N. Vrahatis},
title = {Bounding the Search Space for Global Optimization of Neural Networks
Learning Error: An Interval Analysis Approach},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {169:1--169:40},
year = {2016},
url = {http://jmlr.org/papers/v17/14-350.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AdamMKV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/SikoraM16,
author = {Tomasz D. Sikora and
George D. Magoulas},
title = {Evolutionary approaches to signal decomposition in an application
service management system},
journal = {Soft Comput.},
volume = {20},
number = {8},
pages = {3063--3084},
year = {2016},
url = {https://doi.org/10.1007/s00500-015-1936-6},
doi = {10.1007/S00500-015-1936-6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/SikoraM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcai/MoscaM16,
author = {Alan Mosca and
George D. Magoulas},
editor = {Christoph Benzm{\"{u}}ller and
Geoff Sutcliffe and
Ra{\'{u}}l Rojas},
title = {Deep Incremental Boosting},
booktitle = {{GCAI} 2016. 2nd Global Conference on Artificial Intelligence, September
19 - October 2, 2016, Berlin, Germany},
series = {EPiC Series in Computing},
volume = {41},
pages = {293--302},
publisher = {EasyChair},
year = {2016},
url = {https://doi.org/10.29007/qlvr},
doi = {10.29007/QLVR},
timestamp = {Sun, 15 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gcai/MoscaM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwl/CelikM16,
author = {Dilek {\c{C}}elik and
George D. Magoulas},
editor = {Dickson K. W. Chiu and
Ivana Marenzi and
Umberto Nanni and
Marc Spaniol and
Marco Temperini},
title = {A Review, Timeline, and Categorization of Learning Design Tools},
booktitle = {Advances in Web-Based Learning - {ICWL} 2016 - 15th International
Conference, Rome, Italy, October 26-29, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10013},
pages = {3--13},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47440-3\_1},
doi = {10.1007/978-3-319-47440-3\_1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwl/CelikM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwl/CelikM16a,
author = {Dilek {\c{C}}elik and
George D. Magoulas},
editor = {Dickson K. W. Chiu and
Ivana Marenzi and
Umberto Nanni and
Marc Spaniol and
Marco Temperini},
title = {Approaches to Design for Learning},
booktitle = {Advances in Web-Based Learning - {ICWL} 2016 - 15th International
Conference, Rome, Italy, October 26-29, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10013},
pages = {14--19},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47440-3\_2},
doi = {10.1007/978-3-319-47440-3\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwl/CelikM16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/StamateMT16,
author = {Cosmin Stamate and
George D. Magoulas and
Michael S. C. Thomas},
editor = {Yaxin Bi and
Supriya Kapoor and
Rahul Bhatia},
title = {Initialising Deep Neural Networks: An Approach Based on Linear Interval
Tolerance},
booktitle = {Proceedings of {SAI} Intelligent Systems Conference (IntelliSys) 2016
- Volume 2, London, UK, 21-22 September 2016},
series = {Lecture Notes in Networks and Systems},
volume = {16},
pages = {477--485},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-56991-8\_36},
doi = {10.1007/978-3-319-56991-8\_36},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intellisys/StamateMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/WellsWLMP16,
author = {Marc Wells and
Alex Wollenschlaeger and
David Lefevre and
George D. Magoulas and
Alexandra Poulovassilis},
editor = {Dragan Gasevic and
Grace Lynch and
Shane Dawson and
Hendrik Drachsler and
Carolyn Penstein Ros{\'{e}}},
title = {Analysing engagement in an online management programme and implications
for course design},
booktitle = {Proceedings of the Sixth International Conference on Learning Analytics
{\&} Knowledge, {LAK} 2016, Edinburgh, United Kingdom, April 25-29,
2016},
pages = {236--240},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2883851.2883894},
doi = {10.1145/2883851.2883894},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/WellsWLMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukais/CelikM16,
author = {Dilek {\c{C}}elik and
George D. Magoulas},
title = {Teachers' Perspectives on Design for Learning using Computer based
Information Systems: a Systematic literature Review},
booktitle = {{UKAIS} 2016, {UK} Academy for Information Systems 21st Annual Conference
2016, St Catherines College, Oxford, UK, April 12-13, 2016},
pages = {13},
year = {2016},
url = {https://aisel.aisnet.org/ukais2016/13},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ukais/CelikM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/MoscaM16,
author = {Alan Mosca and
George D. Magoulas},
editor = {Plamen Angelov and
Alexander E. Gegov and
Chrisina Jayne and
Qiang Shen},
title = {Learning Input Features Representations in Deep Learning},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 16th {UK} Workshop on Computational Intelligence, September
7-9, 2016, Lancaster, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {513},
pages = {433--445},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46562-3\_28},
doi = {10.1007/978-3-319-46562-3\_28},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/MoscaM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CoceaM15,
author = {Mihaela Cocea and
George D. Magoulas},
title = {Participatory Learner Modelling Design: {A} methodology for iterative
learner models development},
journal = {Inf. Sci.},
volume = {321},
pages = {48--70},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2015.05.032},
doi = {10.1016/J.INS.2015.05.032},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CoceaM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AdamKMV15,
author = {Stavros P. Adam and
Dimitris A. Karras and
George D. Magoulas and
Michael N. Vrahatis},
title = {Reliable estimation of a neural network's domain of validity through
interval analysis based inversion},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280794},
doi = {10.1109/IJCNN.2015.7280794},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AdamKMV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StamateMT15,
author = {Cosmin Stamate and
George D. Magoulas and
Michael S. C. Thomas},
title = {Transfer learning approach for financial applications},
journal = {CoRR},
volume = {abs/1509.02807},
year = {2015},
url = {http://arxiv.org/abs/1509.02807},
eprinttype = {arXiv},
eprint = {1509.02807},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StamateMT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoscaM15,
author = {Alan Mosca and
George D. Magoulas},
title = {Adapting Resilient Propagation for Deep Learning},
journal = {CoRR},
volume = {abs/1509.04612},
year = {2015},
url = {http://arxiv.org/abs/1509.04612},
eprinttype = {arXiv},
eprint = {1509.04612},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoscaM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/AdamKMV14,
author = {Stavros P. Adam and
Dimitrios A. Karras and
George D. Magoulas and
Michael N. Vrahatis},
title = {Solving the linear interval tolerance problem for weight initialization
of neural networks},
journal = {Neural Networks},
volume = {54},
pages = {17--37},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.02.006},
doi = {10.1016/J.NEUNET.2014.02.006},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/AdamKMV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/SikoraM14,
author = {Tomasz D. Sikora and
George D. Magoulas},
title = {Search-guided activity signals extraction in application service management
control},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930162},
doi = {10.1109/UKCI.2014.6930162},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/SikoraM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/SikoraM13,
author = {Tomasz D. Sikora and
George D. Magoulas},
title = {Neural Adaptive Control in Application Service Management Environment},
journal = {Evol. Syst.},
volume = {4},
number = {4},
pages = {267--287},
year = {2013},
url = {https://doi.org/10.1007/s12530-013-9089-2},
doi = {10.1007/S12530-013-9089-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/SikoraM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcal/LaurillardCCDLMMPWW13,
author = {Diana Laurillard and
Patricia Charlton and
Brock Craft and
Dionisios Dimakopoulos and
Dejan Ljubojevic and
George D. Magoulas and
E. Masterman and
Roser Pujadas and
Edgar A. Whitley and
Kim David Whittlestone},
title = {A constructionist learning environment for teachers to model learning
designs},
journal = {J. Comput. Assist. Learn.},
volume = {29},
number = {1},
pages = {15--30},
year = {2013},
url = {https://doi.org/10.1111/j.1365-2729.2011.00458.x},
doi = {10.1111/J.1365-2729.2011.00458.X},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcal/LaurillardCCDLMMPWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/KohliMT13,
author = {Maitrei Kohli and
George D. Magoulas and
Michael S. C. Thomas},
title = {Transfer learning across heterogeneous tasks using behavioural genetic
principles},
booktitle = {13th {UK} Workshop on Computational Intelligence, {UKCI} 2013, Guildford,
United Kingdom, September 9-11, 2013},
pages = {151--158},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/UKCI.2013.6651300},
doi = {10.1109/UKCI.2013.6651300},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/KohliMT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/NossPGSHKMM12,
author = {Richard Noss and
Alexandra Poulovassilis and
Eirini Geraniou and
Sergio Guti{\'{e}}rrez Santos and
Celia Hoyles and
Ken Kahn and
George D. Magoulas and
Manolis Mavrikis},
title = {The design of a system to support exploratory learning of algebraic
generalisation},
journal = {Comput. Educ.},
volume = {59},
number = {1},
pages = {63--81},
year = {2012},
url = {https://doi.org/10.1016/j.compedu.2011.09.021},
doi = {10.1016/J.COMPEDU.2011.09.021},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ce/NossPGSHKMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CoceaM12,
author = {Mihaela Cocea and
George D. Magoulas},
title = {User behaviour-driven group formation through case-based reasoning
and clustering},
journal = {Expert Syst. Appl.},
volume = {39},
number = {10},
pages = {8756--8768},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.01.205},
doi = {10.1016/J.ESWA.2012.01.205},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CoceaM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/SikoraM12,
author = {Tomasz D. Sikora and
George D. Magoulas},
editor = {Chrisina Jayne and
Shigang Yue and
Lazaros S. Iliadis},
title = {Neural Adaptive Control in Application Service Management Environment},
booktitle = {Engineering Applications of Neural Networks, 13th International Conference,
{EANN} 2012, London, UK, September 20-23, 2012. Proceedings},
series = {Communications in Computer and Information Science},
volume = {311},
pages = {223--233},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32909-8\_23},
doi = {10.1007/978-3-642-32909-8\_23},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/SikoraM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/AdamMV12,
author = {Stavros P. Adam and
George D. Magoulas and
Michael N. Vrahatis},
editor = {Chrisina Jayne and
Shigang Yue and
Lazaros S. Iliadis},
title = {Direct Zero-Norm Minimization for Neural Network Pruning and Training},
booktitle = {Engineering Applications of Neural Networks, 13th International Conference,
{EANN} 2012, London, UK, September 20-23, 2012. Proceedings},
series = {Communications in Computer and Information Science},
volume = {311},
pages = {295--304},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32909-8\_30},
doi = {10.1007/978-3-642-32909-8\_30},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/AdamMV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/KohliMT12,
author = {Maitrei Kohli and
George D. Magoulas and
Michael S. C. Thomas},
editor = {Chrisina Jayne and
Shigang Yue and
Lazaros S. Iliadis},
title = {Hybrid Computational Model for Producing English Past Tense Verbs},
booktitle = {Engineering Applications of Neural Networks, 13th International Conference,
{EANN} 2012, London, UK, September 20-23, 2012. Proceedings},
series = {Communications in Computer and Information Science},
volume = {311},
pages = {315--324},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32909-8\_32},
doi = {10.1007/978-3-642-32909-8\_32},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/KohliMT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/CoceaM12,
author = {Mihaela Cocea and
George D. Magoulas},
editor = {Carlo Giovannella and
Demetrios G. Sampson and
Ignacio Aedo},
title = {Learning Task-Related Strategies from User Data through Clustering},
booktitle = {12th {IEEE} International Conference on Advanced Learning Technologies,
{ICALT} 2012, Rome, Italy, July 4-6, 2012},
pages = {400--404},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICALT.2012.92},
doi = {10.1109/ICALT.2012.92},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/CoceaM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/PengM11,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
title = {Nonmonotone BFGS-trained recurrent neural networks for temporal sequence
processing},
journal = {Appl. Math. Comput.},
volume = {217},
number = {12},
pages = {5421--5441},
year = {2011},
url = {https://doi.org/10.1016/j.amc.2010.12.012},
doi = {10.1016/J.AMC.2010.12.012},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/PengM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PengM11,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
title = {Nonmonotone Levenberg-Marquardt training of recurrent neural architectures
for processing symbolic sequences},
journal = {Neural Comput. Appl.},
volume = {20},
number = {6},
pages = {897--908},
year = {2011},
url = {https://doi.org/10.1007/s00521-010-0493-2},
doi = {10.1007/S00521-010-0493-2},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/PengM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LewisM11,
author = {Tony E. Lewis and
George D. Magoulas},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Identifying similarities in {TMBL} programs with alignment to quicken
their compilation for GPUs: computational intelligence on consumer
games and graphics hardware},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {447--454},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002032},
doi = {10.1145/2001858.2002032},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LewisM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LewisM11a,
author = {Tony E. Lewis and
George D. Magoulas},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {{TMBL} kernels for {CUDA} GPUs compile faster using {PTX:} computational
intelligence on consumer games and graphics hardware},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {455--462},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002033},
doi = {10.1145/2001858.2002033},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LewisM11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CoceaM11,
author = {Mihaela Cocea and
George D. Magoulas},
editor = {Joseph A. Konstan and
Ricardo Conejo and
Jos{\'{e}}{-}Luis Marzo and
Nuria Oliver},
title = {Context-Dependent Feedback Prioritisation in Exploratory Learning
Revisited},
booktitle = {User Modeling, Adaption and Personalization - 19th International Conference,
{UMAP} 2011, Girona, Spain, July 11-15, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6787},
pages = {62--74},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22362-4\_6},
doi = {10.1007/978-3-642-22362-4\_6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/CoceaM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bjet/FreitasRLMP10,
author = {Sara de Freitas and
Genaro Rebolledo{-}Mendez and
Fotis Liarokapis and
George D. Magoulas and
Alexandra Poulovassilis},
title = {Learning as immersive experiences: Using the four-dimensional framework
for designing and evaluating immersive learning experiences in a virtual
world},
journal = {Br. J. Educ. Technol.},
volume = {41},
number = {1},
pages = {69--85},
year = {2010},
url = {https://doi.org/10.1111/j.1467-8535.2009.01024.x},
doi = {10.1111/J.1467-8535.2009.01024.X},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bjet/FreitasRLMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/RoussosMM10,
author = {George Roussos and
Mirco Musolesi and
George D. Magoulas},
title = {Introduction to the special issue on "Human Behavior in Ubiquitous
Environments: Modeling of Human Mobility Patterns"},
journal = {Pervasive Mob. Comput.},
volume = {6},
number = {4},
pages = {399--400},
year = {2010},
url = {https://doi.org/10.1016/j.pmcj.2010.08.001},
doi = {10.1016/J.PMCJ.2010.08.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/percom/RoussosMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/RoussosMM10a,
author = {George Roussos and
Mirco Musolesi and
George D. Magoulas},
title = {Human behavior in ubiquitous environments: Experience and interaction
design},
journal = {Pervasive Mob. Comput.},
volume = {6},
number = {5},
pages = {497--498},
year = {2010},
url = {https://doi.org/10.1016/j.pmcj.2010.09.001},
doi = {10.1016/J.PMCJ.2010.09.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/percom/RoussosMM10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimsa/SantosMM10,
author = {Sergio Guti{\'{e}}rrez Santos and
Manolis Mavrikis and
George D. Magoulas},
editor = {Darina Dicheva and
Danail Dochev},
title = {Sequence Detection for Adaptive Feedback Generation in an Exploratory
Environment for Mathematical Generalisation},
booktitle = {Artificial Intelligence: Methodology, Systems, and Applications, 14th
International Conference, {AIMSA} 2010, Varna, Bulgaria, September
8-10. 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6304},
pages = {181--190},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15431-7\_19},
doi = {10.1007/978-3-642-15431-7\_19},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aimsa/SantosMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LewisM10,
author = {Tony E. Lewis and
George D. Magoulas},
title = {Tweaking a tower of blocks leads to a {TMBL:} Pursuing long term fitness
growth in program evolution},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586375},
doi = {10.1109/CEC.2010.5586375},
timestamp = {Thu, 16 Dec 2021 14:02:32 +0100},
biburl = {https://dblp.org/rec/conf/cec/LewisM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CharltonM10,
author = {Patricia Charlton and
George D. Magoulas},
title = {Autonomic Computing and Ontologies to Enable Context-aware Learning
Design},
booktitle = {22nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2010, Arras, France, 27-29 October 2010 - Volume 2},
pages = {286--291},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICTAI.2010.113},
doi = {10.1109/ICTAI.2010.113},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/CharltonM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/CharltonM10,
author = {Patricia Charlton and
George D. Magoulas},
title = {Self-configurable framework for enabling context-aware learning design},
booktitle = {5th {IEEE} International Conference on Intelligent Systems, {IS} 2010,
7-9 July 2010, University of Westminster, London, {UK}},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IS.2010.5548380},
doi = {10.1109/IS.2010.5548380},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/is/CharltonM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/CoceaM10,
author = {Mihaela Cocea and
George D. Magoulas},
title = {Identifying user strategies in exploratory learning with evolving
task modelling},
booktitle = {5th {IEEE} International Conference on Intelligent Systems, {IS} 2010,
7-9 July 2010, University of Westminster, London, {UK}},
pages = {13--18},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IS.2010.5548339},
doi = {10.1109/IS.2010.5548339},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/is/CoceaM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/SantosMM10,
author = {Sergio Guti{\'{e}}rrez Santos and
Manolis Mavrikis and
George D. Magoulas},
editor = {Vincent Aleven and
Judy Kay and
Jack Mostow},
title = {Layered Development and Evaluation for Intelligent Support in Exploratory
Environments: The Case of Microworlds},
booktitle = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6094},
pages = {105--114},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13388-6\_15},
doi = {10.1007/978-3-642-13388-6\_15},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/SantosMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/SantosCM10,
author = {Sergio Guti{\'{e}}rrez Santos and
Mihaela Cocea and
George D. Magoulas},
editor = {Vincent Aleven and
Judy Kay and
Jack Mostow},
title = {A Case-Based Reasoning Approach to Provide Adaptive Feedback in Microworlds},
booktitle = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6095},
pages = {330--333},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13437-1\_61},
doi = {10.1007/978-3-642-13437-1\_61},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/SantosCM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/CoceaM10,
author = {Mihaela Cocea and
George D. Magoulas},
editor = {Rossitza Setchi and
Ivan Jordanov and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Group Formation for Collaboration in Exploratory Learning Using Group
Technology Techniques},
booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems
- 14th International Conference, {KES} 2010, Cardiff, UK, September
8-10, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6277},
pages = {103--113},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15390-7\_11},
doi = {10.1007/978-3-642-15390-7\_11},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/CoceaM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/CoceaSM10,
author = {Mihaela Cocea and
Sergio Guti{\'{e}}rrez Santos and
George D. Magoulas},
editor = {Rossitza Setchi and
Ivan Jordanov and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Adaptive Modelling of Users' Strategies in Exploratory Learning Using
Case-Based Reasoning},
booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems
- 14th International Conference, {KES} 2010, Cardiff, UK, September
8-10, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6277},
pages = {124--134},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15390-7\_13},
doi = {10.1007/978-3-642-15390-7\_13},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/CoceaSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/CoceaM09,
author = {Mihaela Cocea and
George D. Magoulas},
title = {Hybrid model for learner modelling and feedback prioritisation in
exploratory learning},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {6},
number = {4},
pages = {211--230},
year = {2009},
url = {https://doi.org/10.3233/HIS-2009-0097},
doi = {10.3233/HIS-2009-0097},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/CoceaM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmlo/DimakopoulosM09,
author = {Dionisios Dimakopoulos and
George D. Magoulas},
title = {Interface design and evaluation of a personal information space for
mobile learners},
journal = {Int. J. Mob. Learn. Organisation},
volume = {3},
number = {4},
pages = {440--463},
year = {2009},
url = {https://doi.org/10.1504/IJMLO.2009.027458},
doi = {10.1504/IJMLO.2009.027458},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmlo/DimakopoulosM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/CoceaM09,
author = {Mihaela Cocea and
George D. Magoulas},
editor = {Vania Dimitrova and
Riichiro Mizoguchi and
Benedict du Boulay and
Arthur C. Graesser},
title = {Identifying strategies in user's exploratory learning behaviour for
mathematical generalisation},
booktitle = {Artificial Intelligence in Education: Building Learning Systems that
Care: From Knowledge Representation to Affective Modelling, Proceedings
of the 14th International Conference on Artificial Intelligence in
Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {200},
pages = {626--628},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-028-5-626},
doi = {10.3233/978-1-60750-028-5-626},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/CoceaM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/PearceGSMCHKMNPW09,
author = {Darren Pearce and
Eirini Geraniou and
Sergio Guti{\'{e}}rrez Santos and
Manolis Mavrikis and
Mihaela Cocea and
Celia Hoyles and
Ken Kahn and
George D. Magoulas and
Richard Noss and
Alexandra Poulovassilis and
Niall Winters},
editor = {Vania Dimitrova and
Riichiro Mizoguchi and
Benedict du Boulay and
Arthur C. Graesser},
title = {An Eco-Friendly Intelligent Environment for Exploring Mathematical
Generalisation},
booktitle = {Artificial Intelligence in Education: Building Learning Systems that
Care: From Knowledge Representation to Affective Modelling, Proceedings
of the 14th International Conference on Artificial Intelligence in
Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {200},
pages = {804},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-028-5-804},
doi = {10.3233/978-1-60750-028-5-804},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/PearceGSMCHKMNPW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/CharltonGLMP09,
author = {Patricia Charlton and
Maria Grigoriadou and
Diana Laurillard and
George D. Magoulas and
Kyparisia A. Papanikolaou},
editor = {Vania Dimitrova and
Riichiro Mizoguchi and
Benedict du Boulay and
Arthur C. Graesser},
title = {Enabling creative learning design: how HCI, User Modelling and Human
Factors help},
booktitle = {Artificial Intelligence in Education: Building Learning Systems that
Care: From Knowledge Representation to Affective Modelling, Proceedings
of the 14th International Conference on Artificial Intelligence in
Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {200},
pages = {813},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-028-5-813},
doi = {10.3233/978-1-60750-028-5-813},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/CharltonGLMP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/PengM09,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
editor = {Dominic Palmer{-}Brown and
Chrisina Draganova and
Elias Pimenidis and
Haris Mouratidis},
title = {Nonmonotone Learning of Recurrent Neural Networks in Symbolic Sequence
Processing Applications},
booktitle = {Engineering Applications of Neural Networks - 11th International Conference,
{EANN} 2009, London, UK, August 27-29, 2009. Proceedings},
series = {Communications in Computer and Information Science},
volume = {43},
pages = {325--335},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03969-0\_30},
doi = {10.1007/978-3-642-03969-0\_30},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/PengM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/LabekeMP09,
author = {Nicolas van Labeke and
George D. Magoulas and
Alexandra Poulovassilis},
editor = {Ulrike Cress and
Vania Dimitrova and
Marcus Specht},
title = {Searching for "People Like Me" in a Lifelong Learning System},
booktitle = {Learning in the Synergy of Multiple Disciplines, 4th European Conference
on Technology Enhanced Learning, {EC-TEL} 2009, Nice, France, September
29 - October 2, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5794},
pages = {106--111},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04636-0\_12},
doi = {10.1007/978-3-642-04636-0\_12},
timestamp = {Mon, 28 Aug 2023 21:17:28 +0200},
biburl = {https://dblp.org/rec/conf/ectel/LabekeMP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LewisM09,
author = {Tony E. Lewis and
George D. Magoulas},
editor = {Franz Rothlauf},
title = {Strategies to minimise the total run time of cyclic graph based genetic
programming with GPUs},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {1379--1386},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570086},
doi = {10.1145/1569901.1570086},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LewisM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CoceaM09,
author = {Mihaela Cocea and
George D. Magoulas},
editor = {Geert{-}Jan Houben and
Gordon I. McCalla and
Fabio Pianesi and
Massimo Zancanaro},
title = {Context-Dependent Personalised Feedback Prioritisation in Exploratory
Learning for Mathematical Generalisation},
booktitle = {User Modeling, Adaptation, and Personalization, 17th International
Conference, {UMAP} 2009, formerly {UM} and AH, Trento, Italy, June
22-26, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5535},
pages = {271--282},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02247-0\_26},
doi = {10.1007/978-3-642-02247-0\_26},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/CoceaM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vsgames/FreitasRLMP09,
author = {Sara de Freitas and
Genaro Rebolledo{-}Mendez and
Fotis Liarokapis and
George D. Magoulas and
Alexandra Poulovassilis},
editor = {Genaro Rebolledo{-}Mendez and
Fotis Liarokapis and
Sara de Freitas},
title = {Developing an Evaluation Methodology for Immersive Learning Experiences
in a Virtual World},
booktitle = {2009 Conference in Games and Virtual Worlds for Serious Applications,
{VS-GAMES} 2009, Coventry, UK, March 23-24, 2009},
pages = {43--50},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/VS-GAMES.2009.41},
doi = {10.1109/VS-GAMES.2009.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vsgames/FreitasRLMP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ai/PengM09,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
editor = {Juan R. Rabu{\~{n}}al and
Juli{\'{a}}n Dorado and
Alejandro Pazos},
title = {Sequence Processing with Recurrent Neural Networks},
booktitle = {Encyclopedia of Artificial Intelligence {(3} Volumes)},
pages = {1411--1417},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10424},
timestamp = {Mon, 22 May 2023 11:26:05 +0200},
biburl = {https://dblp.org/rec/reference/ai/PengM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/PengM08,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
title = {Advanced Adaptive Nonmonotone Conjugate Gradient Training Algorithm
for Recurrent Neural Networks},
journal = {Int. J. Artif. Intell. Tools},
volume = {17},
number = {5},
pages = {963--984},
year = {2008},
url = {https://doi.org/10.1142/S0218213008004242},
doi = {10.1142/S0218213008004242},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/PengM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LewisM08,
author = {Tony E. Lewis and
George D. Magoulas},
editor = {Conor Ryan and
Maarten Keijzer},
title = {{TREAD:} a new genetic programming representation aimed at research
of long term complexity growth},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008},
pages = {1339--1340},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389095.1389353},
doi = {10.1145/1389095.1389353},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LewisM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/LabekePM08,
author = {Nicolas van Labeke and
Alexandra Poulovassilis and
George D. Magoulas},
editor = {Beverly Park Woolf and
Esma A{\"{\i}}meur and
Roger Nkambou and
Susanne P. Lajoie},
title = {Using Similarity Metrics for Matching Lifelong Learners},
booktitle = {Intelligent Tutoring Systems, 9th International Conference, {ITS}
2008, Montreal, Canada, June 23-27, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5091},
pages = {142--151},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69132-7\_19},
doi = {10.1007/978-3-540-69132-7\_19},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/LabekePM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ios/08/FreitasHMPPLMO08,
author = {Sara de Freitas and
Ian Harrison and
George D. Magoulas and
George Papamarkos and
Alexandra Poulovassilis and
Nicolas van Labeke and
Adrian Mee and
Martin Oliver},
editor = {Saverio Salerno and
Matteo Gaeta and
Pierluigi Ritrovato and
Nicola Capuano and
Francesco Orciuoli and
Sergio Miranda and
Anna Pierri},
title = {L4All, a Web-Service Based System for Lifelong Learners},
booktitle = {The Learning Grid Handbook - Concepts, Technologies and Applications},
series = {The Future of Learning},
volume = {2},
pages = {143--155},
publisher = {{IOS} Press},
year = {2008},
timestamp = {Wed, 03 Jul 2019 15:57:23 +0200},
biburl = {https://dblp.org/rec/books/ios/08/FreitasHMPPLMO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/MagoulasD07,
author = {George D. Magoulas and
Georgios Dounias},
title = {Computational intelligence in medicine and biology},
journal = {Appl. Intell.},
volume = {27},
number = {3},
pages = {189--192},
year = {2007},
url = {https://doi.org/10.1007/s10489-007-0067-x},
doi = {10.1007/S10489-007-0067-X},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/MagoulasD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/MagoulasG07,
author = {George D. Magoulas and
George Ghinea},
title = {Intelligence-based adaptation for ubiquitous multimedia communications},
journal = {J. Netw. Comput. Appl.},
volume = {30},
number = {3},
pages = {955--957},
year = {2007},
url = {https://doi.org/10.1016/j.jnca.2006.01.001},
doi = {10.1016/J.JNCA.2006.01.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/MagoulasG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vr/MagoulasLV07,
author = {George D. Magoulas and
Giorgos Lepouras and
Costas Vassilakis},
title = {Virtual reality in the e-Society},
journal = {Virtual Real.},
volume = {11},
number = {2-3},
pages = {71--73},
year = {2007},
url = {https://doi.org/10.1007/s10055-006-0064-0},
doi = {10.1007/S10055-006-0064-0},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vr/MagoulasLV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AnastasiadisGMT07,
author = {Aristoklis D. Anastasiadis and
George D. Georgoulas and
George D. Magoulas and
Anthony Tzes},
editor = {Hod Lipson},
title = {Adaptive particle swarm optimizer with nonextensive schedule},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007},
pages = {168},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1276958.1276982},
doi = {10.1145/1276958.1276982},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/AnastasiadisGMT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PengM07,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Adaptive Self-scaling Non-monotone {BFGS} Training Algorithm for Recurrent
Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {259--268},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_27},
doi = {10.1007/978-3-540-74690-4\_27},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PengM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/PengM07,
author = {Chun{-}Cheng Peng and
George D. Magoulas},
title = {Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent
Neural Networks},
booktitle = {19th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2007), October 29-31, 2007, Patras, Greece, Volume 2},
pages = {374--381},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICTAI.2007.126},
doi = {10.1109/ICTAI.2007.126},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/PengM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/portal/Magoulas07,
author = {George D. Magoulas},
editor = {Arthur Tatnall},
title = {User Modeling in Information Portals},
booktitle = {Encyclopedia of Portal Technologies and Applications {(2} Volumes)},
pages = {1068--1073},
publisher = {{IGI} Global},
year = {2007},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=18010},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/portal/Magoulas07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bjet/FreitasHMMMOPP06,
author = {Sara de Freitas and
Ian Harrison and
George D. Magoulas and
Adrian Mee and
Fitri Mohamad and
Martin Oliver and
George Papamarkos and
Alexandra Poulovassilis},
title = {The development of a system for supporting the lifelong learner},
journal = {Br. J. Educ. Technol.},
volume = {37},
number = {6},
pages = {867--880},
year = {2006},
url = {https://doi.org/10.1111/j.1467-8535.2006.00666.x},
doi = {10.1111/J.1467-8535.2006.00666.X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bjet/FreitasHMMMOPP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/MagoulasD06,
author = {George D. Magoulas and
Georgios Dounias},
title = {Introduction to the special issue on intelligent technologies in medicine
and bioinformatics},
journal = {Comput. Biol. Medicine},
volume = {36},
number = {10},
pages = {1045--1048},
year = {2006},
url = {https://doi.org/10.1016/j.compbiomed.2005.09.001},
doi = {10.1016/J.COMPBIOMED.2005.09.001},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/MagoulasD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/PlagianakosMV06,
author = {Vassilis P. Plagianakos and
George D. Magoulas and
Michael N. Vrahatis},
title = {Distributed computing methodology for training neural networks in
an image-guided diagnostic application},
journal = {Comput. Methods Programs Biomed.},
volume = {81},
number = {3},
pages = {228--235},
year = {2006},
url = {https://doi.org/10.1016/j.cmpb.2005.11.005},
doi = {10.1016/J.CMPB.2005.11.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/PlagianakosMV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/MagoulasDL06,
author = {George D. Magoulas and
Georgios Dounias and
Derek A. Linkens},
title = {Preface},
journal = {Int. J. Artif. Intell. Tools},
volume = {15},
number = {3},
pages = {331--334},
year = {2006},
url = {https://doi.org/10.1142/S0218213006002692},
doi = {10.1142/S0218213006002692},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/MagoulasDL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/MagoulasV06,
author = {George D. Magoulas and
Michael N. Vrahatis},
title = {Adaptive Algorithms for Neural Network Supervised Learning: a Deterministic
Optimization Approach},
journal = {Int. J. Bifurc. Chaos},
volume = {16},
number = {7},
pages = {1929--1950},
year = {2006},
url = {https://doi.org/10.1142/S0218127406015805},
doi = {10.1142/S0218127406015805},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/MagoulasV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/MagoulasA06,
author = {George D. Magoulas and
Aristoklis D. Anastasiadis},
title = {Approaches to Adaptive Stochastic Search Based on the Nonextensive
Q-Distribution},
journal = {Int. J. Bifurc. Chaos},
volume = {16},
number = {7},
pages = {2081--2091},
year = {2006},
url = {https://doi.org/10.1142/S0218127406015921},
doi = {10.1142/S0218127406015921},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/MagoulasA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijinfoman/Frias-MartinezMCM06,
author = {Enrique Fr{\'{\i}}as{-}Mart{\'{\i}}nez and
George D. Magoulas and
Sherry Y. Chen and
Robert D. Macredie},
title = {Automated user modeling for personalized digital libraries},
journal = {Int. J. Inf. Manag.},
volume = {26},
number = {3},
pages = {234--248},
year = {2006},
url = {https://doi.org/10.1016/j.ijinfomgt.2006.02.006},
doi = {10.1016/J.IJINFOMGT.2006.02.006},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijinfoman/Frias-MartinezMCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iwc/MagoulasC06,
author = {George D. Magoulas and
Sherry Y. Chen},
title = {Human factors in personalised systems and services},
journal = {Interact. Comput.},
volume = {18},
number = {3},
pages = {327--330},
year = {2006},
url = {https://doi.org/10.1016/j.intcom.2005.11.001},
doi = {10.1016/J.INTCOM.2005.11.001},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iwc/MagoulasC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PlagianakosMV06,
author = {Vassilis P. Plagianakos and
George D. Magoulas and
Michael N. Vrahatis},
title = {Evolutionary training of hardware realizable multilayer perceptrons},
journal = {Neural Comput. Appl.},
volume = {15},
number = {1},
pages = {33--40},
year = {2006},
url = {https://doi.org/10.1007/s00521-005-0005-y},
doi = {10.1007/S00521-005-0005-Y},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/PlagianakosMV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/AnastasiadisM06,
author = {Aristoklis D. Anastasiadis and
George D. Magoulas},
title = {Analysing the localisation sites of proteins through neural networks
ensembles},
journal = {Neural Comput. Appl.},
volume = {15},
number = {3-4},
pages = {277--288},
year = {2006},
url = {https://doi.org/10.1007/s00521-006-0029-y},
doi = {10.1007/S00521-006-0029-Y},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/AnastasiadisM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Frias-MartinezMCM05,
author = {Enrique Fr{\'{\i}}as{-}Mart{\'{\i}}nez and
George D. Magoulas and
Sherry Y. Chen and
Robert D. Macredie},
title = {Modeling human behavior in user-adaptive systems: Recent advances
using soft computing techniques},
journal = {Expert Syst. Appl.},
volume = {29},
number = {2},
pages = {320--329},
year = {2005},
url = {https://doi.org/10.1016/j.eswa.2005.04.005},
doi = {10.1016/J.ESWA.2005.04.005},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Frias-MartinezMCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitm/GhineaTMH05,
author = {Gheorghita Ghinea and
Johnson P. Thomas and
George D. Magoulas and
Saeed Heravi},
title = {Adaptation as a premise for perceptual-based multimedia communications},
journal = {Int. J. Inf. Technol. Manag.},
volume = {4},
number = {4},
pages = {405--422},
year = {2005},
url = {https://doi.org/10.1504/IJITM.2005.007071},
doi = {10.1504/IJITM.2005.007071},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitm/GhineaTMH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AnastasiadisMV05,
author = {Aristoklis D. Anastasiadis and
George D. Magoulas and
Michael N. Vrahatis},
title = {New globally convergent training scheme based on the resilient propagation
algorithm},
journal = {Neurocomputing},
volume = {64},
pages = {253--270},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2004.11.016},
doi = {10.1016/J.NEUCOM.2004.11.016},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AnastasiadisMV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/StathacopoulouMGS05,
author = {Regina Stathacopoulou and
George D. Magoulas and
Maria Grigoriadou and
Maria Samarakou},
title = {Neuro-fuzzy knowledge processing in intelligent learning environments
for improved student diagnosis},
journal = {Inf. Sci.},
volume = {170},
number = {2-4},
pages = {273--307},
year = {2005},
url = {https://doi.org/10.1016/j.ins.2004.02.026},
doi = {10.1016/J.INS.2004.02.026},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/StathacopoulouMGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/ChenMD05,
author = {Sherry Y. Chen and
George D. Magoulas and
Dionisios Dimakopoulos},
title = {A flexible interface design for Web directories to accommodate different
cognitive styles},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {56},
number = {1},
pages = {70--83},
year = {2005},
url = {https://doi.org/10.1002/asi.20103},
doi = {10.1002/ASI.20103},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/ChenMD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AnastasiadisMV05,
author = {Aristoklis D. Anastasiadis and
George D. Magoulas and
Michael N. Vrahatis},
title = {Sign-based learning schemes for pattern classification},
journal = {Pattern Recognit. Lett.},
volume = {26},
number = {12},
pages = {1926--1936},
year = {2005},
url = {https://doi.org/10.1016/j.patrec.2005.03.013},
doi = {10.1016/J.PATREC.2005.03.013},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/AnastasiadisMV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/GhineaMS05,
author = {George Ghinea and
George D. Magoulas and
Christos Siamitros},
title = {Intelligent synthesis mechanism for deriving streaming priorities
of multimedia content},
journal = {{IEEE} Trans. Multim.},
volume = {7},
number = {6},
pages = {1047--1053},
year = {2005},
url = {https://doi.org/10.1109/TMM.2005.858391},
doi = {10.1109/TMM.2005.858391},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/GhineaMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GhineaMS05,
author = {George Ghinea and
George D. Magoulas and
Christos Siamitros},
title = {Multicriteria decision making for enhanced perception-based multimedia
communication},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {35},
number = {6},
pages = {855--866},
year = {2005},
url = {https://doi.org/10.1109/TSMCA.2005.851281},
doi = {10.1109/TSMCA.2005.851281},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/GhineaMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0512037,
author = {Aristoklis D. Anastasiadis and
George D. Magoulas},
title = {Evolving Stochastic Learning Algorithm Based on Tsallis Entropic Index},
journal = {CoRR},
volume = {abs/cs/0512037},
year = {2005},
url = {http://arxiv.org/abs/cs/0512037},
eprinttype = {arXiv},
eprint = {cs/0512037},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0512037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MagoulasPV04,
author = {George D. Magoulas and
Vassilis P. Plagianakos and
Michael N. Vrahatis},
title = {Neural network-based colonoscopic diagnosis using on-line learning
and differential evolution},
journal = {Appl. Soft Comput.},
volume = {4},
number = {4},
pages = {369--379},
year = {2004},
url = {https://doi.org/10.1016/j.asoc.2004.01.005},
doi = {10.1016/J.ASOC.2004.01.005},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MagoulasPV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/GhineaMF04,
author = {Gheorghita Ghinea and
George D. Magoulas and
Andrew O. Frank},
title = {Intelligent protocol adaptation in a medical e-collaboration environment},
journal = {Int. J. Artif. Intell. Tools},
volume = {13},
number = {1},
pages = {199--218},
year = {2004},
url = {https://doi.org/10.1142/S021821300400148X},
doi = {10.1142/S021821300400148X},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/GhineaMF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jodl/ChenMM04,
author = {Sherry Y. Chen and
George D. Magoulas and
Robert D. Macredie},
title = {Cognitive styles and users' responses to structured information representation},
journal = {Int. J. Digit. Libr.},
volume = {4},
number = {2},
pages = {93--107},
year = {2004},
url = {https://doi.org/10.1007/s00799-003-0073-5},
doi = {10.1007/S00799-003-0073-5},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jodl/ChenMM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ah/Frias-MartinezMCM04,
author = {Enrique Fr{\'{\i}}as{-}Mart{\'{\i}}nez and
George D. Magoulas and
Sherry Y. Chen and
Robert D. Macredie},
editor = {Paul De Bra and
Wolfgang Nejdl},
title = {Recent Soft Computing Approaches to User Modeling in Adaptive Hypermedia},
booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, Third International
Conference, {AH} 2004, Eindhoven, The Netherlands, August 23-26, 2004,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3137},
pages = {104--114},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27780-4\_14},
doi = {10.1007/978-3-540-27780-4\_14},
timestamp = {Sat, 09 Apr 2022 12:45:17 +0200},
biburl = {https://dblp.org/rec/conf/ah/Frias-MartinezMCM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AnastasiadisMV04,
author = {Aristoklis D. Anastasiadis and
George D. Magoulas and
Michael N. Vrahatis},
title = {A New Learning Rates Adaptation Strategy for the Resilient Propagation
Algorithm},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {1--6},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-7.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AnastasiadisMV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewimt/GhineaM04,
author = {George Ghinea and
George D. Magoulas},
editor = {Paola Hobson and
Ebroul Izquierdo and
Ioannis Kompatsiaris and
Noel E. O'Connor},
title = {Integrating Perceptech Requirements in Multimedia Streaming},
booktitle = {Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media,
Proceedings of the European Workshop for the Integration of Knowledge,
Semantics and Digital Media Technology, {EWIMT} 2004, November 25-26,
2004, London, {UK}},
publisher = {{QMUL}},
year = {2004},
timestamp = {Wed, 05 Jan 2011 10:55:57 +0100},
biburl = {https://dblp.org/rec/conf/ewimt/GhineaM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/StathacopoulouSGM04,
author = {Regina Stathacopoulou and
Maria Samarakou and
Maria Grigoriadou and
George D. Magoulas},
editor = {Kinshuk and
Chee{-}Kit Looi and
Erkki Sutinen and
Demetrios G. Sampson and
Ignacio Aedo and
Lorna Uden and
Esko K{\"{a}}hk{\"{o}}nen},
title = {A Neuro-Fuzzy Approach to Detect Student's Motivation},
booktitle = {Proceedings of the {IEEE} International Conference on Advanced Learning
Technologies, {ICALT} 2004, Joensuu, Finland, August 30 - September
1, 2004},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICALT.2004.1357377},
doi = {10.1109/ICALT.2004.1357377},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/StathacopoulouSGM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ONeillML04,
author = {Paul O'Neill and
George D. Magoulas and
Xiaohui Liu},
title = {Quality Processing of Microarray Image Data through Image Inpainting
and Texture Synthesis},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 15-18 April 2004},
pages = {117--120},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISBI.2004.1398488},
doi = {10.1109/ISBI.2004.1398488},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ONeillML04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/SilveiraGPM04,
author = {Ricardo Azambuja Silveira and
Eduardo Rodrigues Gomes and
Vinicius Heidrich Pinto and
George D. Magoulas},
editor = {James C. Lester and
Rosa Maria Vicari and
F{\'{a}}bio Paragua{\c{c}}u},
title = {Intelligent Learning Objects: An Agent Based Approach of Learning
Objects},
booktitle = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3220},
pages = {886--888},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30139-4\_108},
doi = {10.1007/978-3-540-30139-4\_108},
timestamp = {Sun, 02 Jun 2019 21:14:19 +0200},
biburl = {https://dblp.org/rec/conf/its/SilveiraGPM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/StathacopoulouGSM04,
author = {Regina Stathacopoulou and
Maria Grigoriadou and
Maria Samarakou and
George D. Magoulas},
editor = {James C. Lester and
Rosa Maria Vicari and
F{\'{a}}bio Paragua{\c{c}}u},
title = {Using Simulated Students for Machine Learning},
booktitle = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3220},
pages = {889--891},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30139-4\_109},
doi = {10.1007/978-3-540-30139-4\_109},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/StathacopoulouGSM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uiall/MagoulasCD04,
author = {George D. Magoulas and
Sherry Y. Chen and
Dionisios Dimakopoulos},
editor = {Christian Stary and
Constantine Stephanidis},
title = {A Personalised Interface for Web Directories Based on Cognitive Styles},
booktitle = {User-Centered Interaction Paradigms for Universal Access in the Information
Society, 8th {ERCIM} Workshop on User Interfaces for All, Vienna,
Austria, June 28-29, 2004, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3196},
pages = {159--166},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30111-0\_13},
doi = {10.1007/978-3-540-30111-0\_13},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uiall/MagoulasCD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bjet/MagoulasPG03,
author = {George D. Magoulas and
Kyparisia A. Papanikolaou and
Maria Grigoriadou},
title = {Adaptive web-based learning: accommodating individual differences
through system's adaptation},
journal = {Br. J. Educ. Technol.},
volume = {34},
number = {4},
pages = {511--527},
year = {2003},
url = {https://doi.org/10.1111/1467-8535.00347},
doi = {10.1111/1467-8535.00347},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bjet/MagoulasPG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/PapanikolaouGKM03,
author = {Kyparisia A. Papanikolaou and
Maria Grigoriadou and
Harry Kornilakis and
George D. Magoulas},
title = {Personalizing the Interaction in a Web-based Educational Hypermedia
System: the case of {INSPIRE}},
journal = {User Model. User Adapt. Interact.},
volume = {13},
number = {3},
pages = {213--267},
year = {2003},
url = {https://doi.org/10.1023/A:1024746731130},
doi = {10.1023/A:1024746731130},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/PapanikolaouGKM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/GhineaMF03,
author = {George Ghinea and
George D. Magoulas and
Andrew O. Frank},
editor = {Ingrid Russell and
Susan M. Haller},
title = {Intelligent Protocol Adaptation for Enhanced Medical e-Collaboration},
booktitle = {Proceedings of the Sixteenth International Florida Artificial Intelligence
Research Society Conference, May 12-14, 2003, St. Augustine, Florida,
{USA}},
pages = {276--280},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-054.php},
timestamp = {Wed, 26 Oct 2022 08:35:31 +0200},
biburl = {https://dblp.org/rec/conf/flairs/GhineaMF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ONeillML03,
author = {Paul O'Neill and
George D. Magoulas and
Xiaohui Liu},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Obtaining Quality Microarray Data via Image Reconstruction},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {364--375},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_34},
doi = {10.1007/978-3-540-45231-7\_34},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/ONeillML03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AnastasiadisML03,
author = {Aristoklis D. Anastasiadis and
George D. Magoulas and
Xiaohui Liu},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Classification of Protein Localisation Patterns via Supervised Neural
Network Learning},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {430--439},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_40},
doi = {10.1007/978-3-540-45231-7\_40},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/AnastasiadisML03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/StathacopoulouGMM03,
author = {Regina Stathacopoulou and
Maria Grigoriadou and
George D. Magoulas and
Denis Mitropoulos},
editor = {Peter Brusilovsky and
Albert T. Corbett and
Fiorella de Rosis},
title = {A Neuro-fuzzy Approach in Student Modeling},
booktitle = {User Modeling 2003, 9th International Conference, {UM} 2003, Johnstown,
PA, USA, June 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2702},
pages = {337--341},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44963-9\_46},
doi = {10.1007/3-540-44963-9\_46},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/StathacopoulouGMM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/PapanikolaouGMK02,
author = {Kyparisia A. Papanikolaou and
Maria Grigoriadou and
George D. Magoulas and
Harry Kornilakis},
title = {Towards new forms of knowledge communication: the adaptive dimension
of a web-based learning environment},
journal = {Comput. Educ.},
volume = {39},
number = {4},
pages = {333--360},
year = {2002},
url = {https://doi.org/10.1016/S0360-1315(02)00067-2},
doi = {10.1016/S0360-1315(02)00067-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/PapanikolaouGMK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MagoulasPV02,
author = {George D. Magoulas and
Vassilis P. Plagianakos and
Michael N. Vrahatis},
title = {Globally convergent algorithms with local learning rates},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {3},
pages = {774--779},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1000148},
doi = {10.1109/TNN.2002.1000148},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/MagoulasPV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PlagianakosMV02,
author = {Vassilis P. Plagianakos and
George D. Magoulas and
Michael N. Vrahatis},
title = {Deterministic nonmonotone strategies for effective training of multilayer
perceptrons},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {6},
pages = {1268--1284},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.804225},
doi = {10.1109/TNN.2002.804225},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/PlagianakosMV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/GrigoriadouKPM02,
author = {Maria Grigoriadou and
Harry Kornilakis and
Kyparisia A. Papanikolaou and
George D. Magoulas},
editor = {Ioannis P. Vlahavas and
Constantine D. Spyropoulos},
title = {Fuzzy Inference for Student Diagnosis in Adaptive Educational Hypermedia},
booktitle = {Methods and Applications of Artificial Intelligence, Second Hellenic
Conference on AI, {SETN} 2002. Thessaloniki, Greece, April 11-12,
2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2308},
pages = {191--202},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46014-4\_18},
doi = {10.1007/3-540-46014-4\_18},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/setn/GrigoriadouKPM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsc/MagoulasEP02,
author = {George D. Magoulas and
Tillal Eldabi and
Ray J. Paul},
editor = {Jane L. Snowdon and
John M. Charnes},
title = {General methodology 3: global search strategies for simulation optimisation},
booktitle = {Proceedings of the 34th Winter Simulation Conference: Exploring New
Frontiers, San Diego, California, USA, December 8-11, 2002},
pages = {1978--1985},
publisher = {{WSC}},
year = {2002},
url = {https://doi.org/10.1109/WSC.2002.1166499},
doi = {10.1109/WSC.2002.1166499},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsc/MagoulasEP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejis/Magoulas01,
author = {George D. Magoulas},
title = {Model-based design and evaluation of interactive applications},
journal = {Eur. J. Inf. Syst.},
volume = {10},
number = {3},
pages = {175},
year = {2001},
url = {https://doi.org/10.1057/palgrave.ejis.3000385},
doi = {10.1057/PALGRAVE.EJIS.3000385},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejis/Magoulas01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/MagoulasPG01,
author = {George D. Magoulas and
Kyparisia A. Papanikolaou and
Maria Grigoriadou},
title = {Neuro-fuzzy synergism for planning the content in a web-based course},
journal = {Informatica (Slovenia)},
volume = {25},
number = {1},
year = {2001},
timestamp = {Mon, 15 Feb 2016 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/MagoulasPG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ac/MagoulasP01,
author = {George D. Magoulas and
Andriana Prentza},
editor = {Georgios Paliouras and
Vangelis Karkaletsis and
Constantine D. Spyropoulos},
title = {Machine Learning in Medical Applications},
booktitle = {Machine Learning and Its Applications, Advanced Lectures},
series = {Lecture Notes in Computer Science},
volume = {2049},
pages = {300--307},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44673-7\_19},
doi = {10.1007/3-540-44673-7\_19},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ac/MagoulasP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/KarkanisMIMK01,
author = {Stavros A. Karkanis and
George D. Magoulas and
Dimitrios K. Iakovidis and
Dimitrios E. Maroulis and
Dimitris A. Karras},
title = {Evaluation of textural feature extraction schemes for neural network-based
interpretation of regions in medical images},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {281--284},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.959008},
doi = {10.1109/ICIP.2001.959008},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/KarkanisMIMK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/GhineaM01,
author = {George Ghinea and
George D. Magoulas},
title = {Quality of Service for Perceptual Considerations: An Integrated Perspective},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2001, August 22-25, 2001, Tokyo, Japan},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICME.2001.1237784},
doi = {10.1109/ICME.2001.1237784},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/GhineaM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/GhineaMS01,
author = {Gheorghita Ghinea and
George D. Magoulas and
Christos Siamitros},
editor = {Jean{-}Luc Dugelay and
Kenneth Rose},
title = {Perceptual, considerations in a QoS framework: a fuzzy logic formulation},
booktitle = {Fourth {IEEE} Workshop on Multimedia Signal Processing, {MMSP} 2001,
Cannes, France, October 3-5, 2001},
pages = {353--358},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/MMSP.2001.962759},
doi = {10.1109/MMSP.2001.962759},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmsp/GhineaMS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ohs/PapanikolaouGKM01,
author = {Kyparisia A. Papanikolaou and
Maria Grigoriadou and
Harry Kornilakis and
George D. Magoulas},
editor = {Siegfried Reich and
Manolis Tzagarakis and
Paul De Bra},
title = {{INSPIRE:} An INtelligent System for Personalized Instruction in a
Remote Environment},
booktitle = {Hypermedia: Openness, Structural Awareness, and Adaptivity, International
Workshops OHS-7, SC-3, and AH-3, Aarhus, Denmark, August 14-18, 2001.
Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2266},
pages = {215--225},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45844-1\_21},
doi = {10.1007/3-540-45844-1\_21},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ohs/PapanikolaouGKM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GhineaM01,
author = {George Ghinea and
George D. Magoulas},
editor = {Mathias Bauer and
Piotr J. Gmytrasiewicz and
Julita Vassileva},
title = {Perceptual Considerations for Quality of Service Management: An Integrated
Architecture},
booktitle = {User Modeling 2001, 8th International Conference, {UM} 2001, Sonthofen,
Germany, July 13-17, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2109},
pages = {234--236},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44566-8\_31},
doi = {10.1007/3-540-44566-8\_31},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/GhineaM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/VrahatisMP00,
author = {Michael N. Vrahatis and
George D. Magoulas and
Vassilis P. Plagianakos},
title = {Globally Convergent Modification of the Quickprop Method},
journal = {Neural Process. Lett.},
volume = {12},
number = {2},
pages = {159--170},
year = {2000},
url = {https://doi.org/10.1023/A:1009661729970},
doi = {10.1023/A:1009661729970},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/VrahatisMP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/MagoulasV00,
author = {George D. Magoulas and
Michael N. Vrahatis},
title = {A class of adaptive learning rate algorithms derived by one-dimensional
subminimization methods},
journal = {Neural Parallel Sci. Comput.},
volume = {8},
number = {2},
pages = {147--168},
year = {2000},
url = {http://dl.acm.org/citation.cfm?id=367018},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/MagoulasV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ah/PapanikolaouMG00,
author = {Kyparisia A. Papanikolaou and
George D. Magoulas and
Maria Grigoriadou},
editor = {Peter Brusilovsky and
Oliviero Stock and
Carlo Strapparava},
title = {A Connectionist Approach for Supporting Personalized Learning in a
Web-Based Learning Environment},
booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, International
Conference, {AH} 2000, Trento, Italy, August 28-30, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1892},
pages = {189--201},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44595-1\_18},
doi = {10.1007/3-540-44595-1\_18},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ah/PapanikolaouMG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euromicro/KarkanisIMTM00,
author = {S. A. Karkanis and
Dimitrios K. Iakovidis and
Dimitrios E. Maroulis and
Nikiforos G. Theofanous and
George D. Magoulas},
title = {Tumor Recognition in Endoscopic Video Images Using Artificial Neural
Network Architectures},
booktitle = {26th {EUROMICRO} 2000 Conference, Informatics: Inventing the Future,
5-7 September 2000, Maastricht, The Netherlands},
pages = {2423},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/EURMIC.2000.874524},
doi = {10.1109/EURMIC.2000.874524},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/euromicro/KarkanisIMTM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MagoulasPV00,
author = {George D. Magoulas and
Vassilis P. Plagianakos and
Michael N. Vrahatis},
title = {Development and Convergence Analysis of Training Algorithms with Local
Learning Rate Adaptation},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 1},
pages = {21--26},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.857808},
doi = {10.1109/IJCNN.2000.857808},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MagoulasPV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PapanikolaouMG00,
author = {Kyparisia A. Papanikolaou and
George D. Magoulas and
Maria Grigoriadou},
title = {Computational Intelligence in Adaptive Educational Hypermedia},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 6},
pages = {629--636},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.859466},
doi = {10.1109/IJCNN.2000.859466},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PapanikolaouMG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MagoulasVA99,
author = {George D. Magoulas and
Michael N. Vrahatis and
George S. Androulakis},
title = {Improving the Convergence of the Backpropagation Algorithm Using Learning
Rate Adaptation Methods},
journal = {Neural Comput.},
volume = {11},
number = {7},
pages = {1769--1796},
year = {1999},
url = {https://doi.org/10.1162/089976699300016223},
doi = {10.1162/089976699300016223},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MagoulasVA99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euromicro/KarkanisMGK99,
author = {S. A. Karkanis and
George D. Magoulas and
Maria Grigoriadou and
Dimitris A. Karras},
title = {Neural Network based Textural Labeling of Images in Multimedia Applications},
booktitle = {25th {EUROMICRO} '99 Conference, Informatics: Theory and Practice
for the New Millenium, 8-10 September 1999, Milan, Italy},
pages = {2392},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/EURMIC.1999.794805},
doi = {10.1109/EURMIC.1999.794805},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/euromicro/KarkanisMGK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/PlagianakosMV99,
author = {Vassilis P. Plagianakos and
George D. Magoulas and
Michael N. Vrahatis},
title = {Nonmonotone learning rules for backpropagation networks},
booktitle = {6th {IEEE} International Conference on Electronics, Circuits and Systems,
{ICECS} 1999, Pafos, Cyprus, September 5-8, 1999},
pages = {291--294},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICECS.1999.812280},
doi = {10.1109/ICECS.1999.812280},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/icecsys/PlagianakosMV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/MagoulasPV99,
author = {George D. Magoulas and
Vassilis P. Plagianakos and
Michael N. Vrahatis},
title = {Effective neural network training with a different learning rate for
each weight},
booktitle = {6th {IEEE} International Conference on Electronics, Circuits and Systems,
{ICECS} 1999, Pafos, Cyprus, September 5-8, 1999},
pages = {591--594},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICECS.1999.812354},
doi = {10.1109/ICECS.1999.812354},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icecsys/MagoulasPV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/MagoulasPG99,
author = {George D. Magoulas and
Kyparisia A. Papanikolaou and
Maria Grigoriadou},
title = {Towards a Computationally Intelligent Lesson Adaptation for a Distance
Learning Course},
booktitle = {11th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} '99, Chicago, Illinois, USA, November 8-10, 1999},
pages = {5--12},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/TAI.1999.809758},
doi = {10.1109/TAI.1999.809758},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/MagoulasPG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/VrahatisMP99,
author = {Michael N. Vrahatis and
George D. Magoulas and
Vassilis P. Plagianakos},
title = {Convergence analysis of the Quickprop method},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1209--1214},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831132},
doi = {10.1109/IJCNN.1999.831132},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/VrahatisMP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PalgianakosVM99,
author = {Vassilis P. Palgianakos and
Michael N. Vrahatis and
George D. Magoulas},
title = {Nonmonotone methods for backpropagation training with adaptive learning
rate},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1762--1767},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.832644},
doi = {10.1109/IJCNN.1999.832644},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PalgianakosVM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MagoulasPV99,
author = {George D. Magoulas and
Vassilis P. Plagianakos and
Michael N. Vrahatis},
title = {Sign-methods for training with imprecise error function and gradient
values},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1768--1773},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.832645},
doi = {10.1109/IJCNN.1999.832645},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MagoulasPV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/StathacopoulouM99,
author = {Regina Stathacopoulou and
George D. Magoulas and
Maria Grigoriadou},
title = {Neural network-based fuzzy modeling of the student in intelligent
tutoring systems},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {3517--3521},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.836233},
doi = {10.1109/IJCNN.1999.836233},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/StathacopoulouM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PapanikolaouMG99,
author = {Kyparisia A. Papanikolaou and
George D. Magoulas and
Maria Grigoriadou},
title = {A connectionist approach for adaptive lesson presentation in a distance
learning course},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {3522--3526},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.836234},
doi = {10.1109/IJCNN.1999.836234},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PapanikolaouMG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MagoulasVA97,
author = {George D. Magoulas and
Michael N. Vrahatis and
George S. Androulakis},
title = {Effective Backpropagation Training with Variable Stepsize},
journal = {Neural Networks},
volume = {10},
number = {1},
pages = {69--82},
year = {1997},
url = {https://doi.org/10.1016/S0893-6080(96)00052-4},
doi = {10.1016/S0893-6080(96)00052-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MagoulasVA97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/MagoulasVA96,
author = {George D. Magoulas and
Michael N. Vrahatis and
George S. Androulakis},
title = {A new method in neural network supervised training with imprecision},
booktitle = {Proceedings of Third International Conference on Electronics, Circuits,
and Systems, {ICECS} 1996, Rodos, Greece, October 13-16, 1996},
pages = {287--290},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICECS.1996.582805},
doi = {10.1109/ICECS.1996.582805},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icecsys/MagoulasVA96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/MichosMF95,
author = {Stephanos E. Michos and
George D. Magoulas and
Nikos Fakotakis},
title = {A hybrid knowledge representation model in a natural language interface
to {MS-DOS}},
booktitle = {Seventh International Conference on Tools with Artificial Intelligence,
{ICTAI} '95, Herndon, VA, USA, November 5-8, 1995},
pages = {480--483},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/TAI.1995.479844},
doi = {10.1109/TAI.1995.479844},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/MichosMF95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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