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ORCIDBibTeX records: Stelios Kapetanakis
@inproceedings{DBLP:conf/eann/SerajPPKTP23,
author = {Saeed Seraj and
Elias Pimenidis and
Michalis Pavlidis and
Stelios Kapetanakis and
Marcello Trovati and
Nikolaos Polatidis},
editor = {Lazaros Iliadis and
Ilias Maglogiannis and
Seraf{\'{\i}}n Alonso and
Chrisina Jayne and
Elias Pimenidis},
title = {BotDroid: Permission-Based Android Botnet Detection Using Neural Networks},
booktitle = {Engineering Applications of Neural Networks - 24th International Conference,
{EAAAI/EANN} 2023, Le{\'{o}}n, Spain, June 14-17, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1826},
pages = {71--84},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34204-2\_7},
doi = {10.1007/978-3-031-34204-2\_7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/SerajPPKTP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/PolatidisKPM22,
author = {Nikolaos Polatidis and
Stelios Kapetanakis and
Elias Pimenidis and
Yannis Manolopoulos},
editor = {Ngoc Thanh Nguyen and
Tien Khoa Tran and
Ualsher Tukeyev and
Tzung{-}Pei Hong and
Bogdan Trawinski and
Edward Szczerbicki},
title = {Fast and Accurate Evaluation of Collaborative Filtering Recommendation
Algorithms},
booktitle = {Intelligent Information and Database Systems - 14th Asian Conference,
{ACIIDS} 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13757},
pages = {623--634},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21743-2\_50},
doi = {10.1007/978-3-031-21743-2\_50},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aciids/PolatidisKPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12377,
author = {Julia A. Meister and
Khuong An Nguyen and
Stelios Kapetanakis and
Zhiyuan Luo},
title = {A novel Deep Learning approach for one-step Conformal Prediction approximation},
journal = {CoRR},
volume = {abs/2207.12377},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12377},
doi = {10.48550/ARXIV.2207.12377},
eprinttype = {arXiv},
eprint = {2207.12377},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/PolatidisKP21,
author = {Nikolaos Polatidis and
Stelios Kapetanakis and
Elias Pimenidis},
editor = {Lazaros Iliadis and
John MacIntyre and
Chrisina Jayne and
Elias Pimenidis},
title = {Recommender Systems Algorithm Selection Using Machine Learning},
booktitle = {Proceedings of the 22nd Engineering Applications of Neural Networks
Conference - {EANN} 2021, Crete, Greece, 25-27 June, 2021},
volume = {3},
pages = {477--487},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80568-5\_39},
doi = {10.1007/978-3-030-80568-5\_39},
timestamp = {Wed, 05 Oct 2022 21:11:03 +0200},
biburl = {https://dblp.org/rec/conf/eann/PolatidisKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecms/BandisPDK21,
author = {Eleftherios Bandis and
Nikolaos Polatidis and
Maria Diapouli and
Stelios Kapetanakis},
editor = {Khalid Al{-}Begain and
Mauro Iacono and
Lelio Campanile and
Andrzej Bargiela},
title = {Data Stream Harmonization For Heterogeneous Workflows},
booktitle = {Proceedings of the 35th International {ECMS} International Conference
on Modelling and Simulation, {ECMS} 2021, Virtual Event, UK, May 31
- June 2, 2021},
pages = {42--47},
publisher = {European Council for Modeling and Simulation},
year = {2021},
url = {https://doi.org/10.7148/2021-0042},
doi = {10.7148/2021-0042},
timestamp = {Mon, 03 May 2021 14:51:41 +0200},
biburl = {https://dblp.org/rec/conf/ecms/BandisPDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiat/LansleyMKP20,
author = {Merton Lansley and
Francois Mouton and
Stelios Kapetanakis and
Nikolaos Polatidis},
title = {SEADer++: social engineering attack detection in online environments
using machine learning},
journal = {J. Inf. Telecommun.},
volume = {4},
number = {3},
pages = {346--362},
year = {2020},
url = {https://doi.org/10.1080/24751839.2020.1747001},
doi = {10.1080/24751839.2020.1747001},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiat/LansleyMKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/KapetanakisPAP20,
author = {Stelios Kapetanakis and
Nikolaos Polatidis and
Gharbi Alshammari and
Miltos Petridis},
title = {A novel recommendation method based on general matrix factorization
and artificial neural networks},
journal = {Neural Comput. Appl.},
volume = {32},
number = {16},
pages = {12327--12334},
year = {2020},
url = {https://doi.org/10.1007/s00521-019-04534-w},
doi = {10.1007/S00521-019-04534-W},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/KapetanakisPAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inista/AminKPA020,
author = {Kareem Amin and
Stelios Kapetanakis and
Nikolaos Polatidis and
Klaus{-}Dieter Althoff and
Andreas Dengel},
editor = {Mirjana Ivanovic and
Tulay Yildirim and
Goce Trajcevski and
Costin Badica and
Ladjel Bellatreche and
Igor V. Kotenko and
Amelia Badica and
Burcu Erkmen and
Milos Savic},
title = {DeepKAF: {A} Heterogeneous {CBR} {\&} Deep Learning Approach for
{NLP} Prototyping},
booktitle = {International Conference on INnovations in Intelligent SysTems and
Applications, {INISTA} 2020, Novi Sad, Serbia, August 24-26, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/INISTA49547.2020.9194679},
doi = {10.1109/INISTA49547.2020.9194679},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inista/AminKPA020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inista/LansleyKP20,
author = {Merton Lansley and
Stelios Kapetanakis and
Nikolaos Polatidis},
editor = {Mirjana Ivanovic and
Tulay Yildirim and
Goce Trajcevski and
Costin Badica and
Ladjel Bellatreche and
Igor V. Kotenko and
Amelia Badica and
Burcu Erkmen and
Milos Savic},
title = {SEADer++ v2: Detecting Social Engineering Attacks using Natural Language
Processing and Machine Learning},
booktitle = {International Conference on INnovations in Intelligent SysTems and
Applications, {INISTA} 2020, Novi Sad, Serbia, August 24-26, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/INISTA49547.2020.9194623},
doi = {10.1109/INISTA49547.2020.9194623},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inista/LansleyKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iccbr/2019w,
editor = {Stelios Kapetanakis and
Hayley Borck},
title = {Workshops Proceedings for the Twenty-seventh International Conference
on Case-Based Reasoning co-located with the Twenty-seventh International
Conference on Case-Based Reasoning {(ICCBR} 2019), Otzenhausen, Germany,
September 8-12, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2567},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2567},
urn = {urn:nbn:de:0074-2567-5},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/2019w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/PolatidisPFK19,
author = {Nikolaos Polatidis and
Elias Pimenidis and
Andrew Fish and
Stelios Kapetanakis},
title = {A Guideline-Based Approach for Assisting with the Reproducibility
of Experiments in Recommender Systems Evaluation},
journal = {Int. J. Artif. Intell. Tools},
volume = {28},
number = {8},
pages = {1960011:1--1960011:16},
year = {2019},
url = {https://doi.org/10.1142/S021821301960011X},
doi = {10.1142/S021821301960011X},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/PolatidisPFK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/AlshammariJPKPP19,
author = {Gharbi Alshammari and
Jose L. Jorro{-}Aragoneses and
Nikolaos Polatidis and
Stelios Kapetanakis and
Elias Pimenidis and
Miltos Petridis},
title = {A switching multi-level method for the long tail recommendation problem},
journal = {J. Intell. Fuzzy Syst.},
volume = {37},
number = {6},
pages = {7189--7198},
year = {2019},
url = {https://doi.org/10.3233/JIFS-179331},
doi = {10.3233/JIFS-179331},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/AlshammariJPKPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/osn/DalamagkasSKM19,
author = {Christos Dalamagkas and
Panagiotis G. Sarigiannidis and
Stelios Kapetanakis and
Ioannis D. Moscholios},
title = {Dynamic scheduling in TWDM-PONs using game theory},
journal = {Opt. Switch. Netw.},
volume = {33},
pages = {103--113},
year = {2019},
url = {https://doi.org/10.1016/j.osn.2017.12.004},
doi = {10.1016/J.OSN.2017.12.004},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/osn/DalamagkasSKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vjcs/AlshammariKAPP19,
author = {Gharbi Alshammari and
Stelios Kapetanakis and
Abdullah Alshammari and
Nikolaos Polatidis and
Miltos Petridis},
title = {Improved Movie Recommendations Based on a Hybrid Feature Combination
Method},
journal = {Vietnam. J. Comput. Sci.},
volume = {6},
number = {3},
pages = {363--376},
year = {2019},
url = {https://doi.org/10.1142/S2196888819500192},
doi = {10.1142/S2196888819500192},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vjcs/AlshammariKAPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/MartinKWAM19,
author = {Kyle Martin and
Stelios Kapetanakis and
Anjana Wijekoon and
Kareem Amin and
Stewart Massie},
editor = {Stelios Kapetanakis and
Hayley Borck},
title = {Workshop preface},
booktitle = {Workshops Proceedings for the Twenty-seventh International Conference
on Case-Based Reasoning co-located with the Twenty-seventh International
Conference on Case-Based Reasoning {(ICCBR} 2019), Otzenhausen, Germany,
September 8-12, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2567},
pages = {6--7},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2567/cbr\_dl\_preface.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:02 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/MartinKWAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/LansleyPKASP19,
author = {Merton Lansley and
Nikolaos Polatidis and
Stelios Kapetanakis and
Kareem Amin and
George Samakovitis and
Miltos Petridis},
editor = {Stelios Kapetanakis and
Hayley Borck},
title = {Seen the villains: Detecting Social Engineering Attacks using Case-based
Reasoning and Deep Learning},
booktitle = {Workshops Proceedings for the Twenty-seventh International Conference
on Case-Based Reasoning co-located with the Twenty-seventh International
Conference on Case-Based Reasoning {(ICCBR} 2019), Otzenhausen, Germany,
September 8-12, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2567},
pages = {39--48},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2567/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/LansleyPKASP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccc2/EkpenyongSKP19,
author = {Francis Ekpenyong and
Georgios Samakovitis and
Stelios Kapetanakis and
Miltos Petridis},
editor = {Ruifeng Xu and
Jianzong Wang and
Liang{-}Jie Zhang},
title = {An Ensemble Method: Case-Based Reasoning and the Inverse Problems
in Investigating Financial Bubbles},
booktitle = {Cognitive Computing - {ICCC} 2019 - Third International Conference,
Held as Part of the Services Conference Federation, {SCF} 2019, San
Diego, CA, USA, June 25-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11518},
pages = {153--168},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-23407-2\_13},
doi = {10.1007/978-3-030-23407-2\_13},
timestamp = {Wed, 19 Jun 2019 16:55:07 +0200},
biburl = {https://dblp.org/rec/conf/iccc2/EkpenyongSKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccci/AlshammariKPEA19,
author = {Abdullah Alshammari and
Stelios Kapetanakis and
Nikolaos Polatidis and
Roger Evans and
Gharbi Alshammari},
editor = {Ngoc Thanh Nguyen and
Richard Chbeir and
Ernesto Exposito and
Philippe Aniort{\'{e}} and
Bogdan Trawinski},
title = {Twitter User Modeling Based on Indirect Explicit Relationships for
Personalized Recommendations},
booktitle = {Computational Collective Intelligence - 11th International Conference,
{ICCCI} 2019, Hendaye, France, September 4-6, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11683},
pages = {93--105},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28377-3\_8},
doi = {10.1007/978-3-030-28377-3\_8},
timestamp = {Thu, 16 Mar 2023 20:00:30 +0100},
biburl = {https://dblp.org/rec/conf/iccci/AlshammariKPEA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccci/LansleyPK19,
author = {Merton Lansley and
Nikolaos Polatidis and
Stelios Kapetanakis},
editor = {Ngoc Thanh Nguyen and
Richard Chbeir and
Ernesto Exposito and
Philippe Aniort{\'{e}} and
Bogdan Trawinski},
title = {SEADer: {A} Social Engineering Attack Detection Method Based on Natural
Language Processing and Artificial Neural Networks},
booktitle = {Computational Collective Intelligence - 11th International Conference,
{ICCCI} 2019, Hendaye, France, September 4-6, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11683},
pages = {686--696},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28377-3\_57},
doi = {10.1007/978-3-030-28377-3\_57},
timestamp = {Wed, 28 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccci/LansleyPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/AlshammariJKPP19,
author = {Gharbi Alshammari and
Jose L. Jorro{-}Aragoneses and
Stelios Kapetanakis and
Nikolaos Polatidis and
Miltos Petridis},
editor = {Yaxin Bi and
Rahul Bhatia and
Supriya Kapoor},
title = {A Switching Approach that Improves Prediction Accuracy for Long Tail
Recommendations},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2019 Intelligent
Systems Conference, IntelliSys 2019, London, UK, September 5-6, 2019,
Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {1037},
pages = {18--28},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29516-5\_3},
doi = {10.1007/978-3-030-29516-5\_3},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/intellisys/AlshammariJKPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/AminLKADP19,
author = {Kareem Amin and
George Lancaster and
Stelios Kapetanakis and
Klaus{-}Dieter Althoff and
Andreas Dengel and
Miltos Petridis},
editor = {Yaxin Bi and
Rahul Bhatia and
Supriya Kapoor},
title = {Advanced Similarity Measures Using Word Embeddings and Siamese Networks
in {CBR}},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2019 Intelligent
Systems Conference, IntelliSys 2019, London, UK, September 5-6, 2019,
Volume 2},
series = {Advances in Intelligent Systems and Computing},
volume = {1038},
pages = {449--462},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29513-4\_32},
doi = {10.1007/978-3-030-29513-4\_32},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intellisys/AminLKADP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/AminKPA0P19,
author = {Kareem Amin and
Stelios Kapetanakis and
Nikolaos Polatidis and
Klaus{-}Dieter Althoff and
Andreas Dengel and
Miltos Petridis},
editor = {Max Bramer and
Miltos Petridis},
title = {Building Knowledge Intensive Architectures for Heterogeneous {NLP}
Workflows},
booktitle = {Artificial Intelligence {XXXVI} - 39th {SGAI} International Conference
on Artificial Intelligence, {AI} 2019, Cambridge, UK, December 17-19,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11927},
pages = {152--157},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34885-4\_12},
doi = {10.1007/978-3-030-34885-4\_12},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sgai/AminKPA0P19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsinnov/Al-ObeidallahPK18,
author = {Mohammed Al{-}Obeidallah and
Miltos Petridis and
Stelios Kapetanakis},
title = {A Multiple Phases Approach for Design Patterns Recovery Based on Structural
and Method Signature Features},
journal = {Int. J. Softw. Innov.},
volume = {6},
number = {3},
pages = {36--52},
year = {2018},
url = {https://doi.org/10.4018/IJSI.2018070103},
doi = {10.4018/IJSI.2018070103},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsinnov/Al-ObeidallahPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/AlshammariKPP18,
author = {Gharbi Alshammari and
Stelios Kapetanakis and
Nikolaos Polatidis and
Miltos Petridis},
editor = {Elias Pimenidis and
Chrisina Jayne},
title = {A Triangle Multi-level Item-Based Collaborative Filtering Method that
Improves Recommendations},
booktitle = {Engineering Applications of Neural Networks - 19th International Conference,
{EANN} 2018, Bristol, UK, September 3-5, 2018, Proceedings},
series = {Communications in Computer and Information Science},
volume = {893},
pages = {145--157},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98204-5\_12},
doi = {10.1007/978-3-319-98204-5\_12},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/AlshammariKPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/KapetanakisF18,
author = {Stelios Kapetanakis and
Michael W. Floyd},
editor = {Keith Brawner and
Vasile Rus},
title = {Special Track on Case-Based Reasoning},
booktitle = {Proceedings of the Thirty-First International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2018, Melbourne, Florida, {USA.}
May 21-23 2018},
pages = {370},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS18/paper/view/17946},
timestamp = {Wed, 26 Oct 2022 08:35:09 +0200},
biburl = {https://dblp.org/rec/conf/flairs/KapetanakisF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/AlshammariKEPA18,
author = {Abdullah Alshammari and
Stelios Kapetanakis and
Roger Evans and
Nikolaos Polatidis and
Gharbi Alshammari},
editor = {Ana Maria Madureira and
Ajith Abraham and
Niketa Gandhi and
Maria Leonilde Varela},
title = {User Modeling on Twitter with Exploiting Explicit Relationships for
Personalized Recommendations},
booktitle = {Hybrid Intelligent Systems - 18th International Conference on Hybrid
Intelligent Systems, {HIS} 2018, Porto, Portugal, December 13-15,
2018},
series = {Advances in Intelligent Systems and Computing},
volume = {923},
pages = {135--145},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-14347-3\_14},
doi = {10.1007/978-3-030-14347-3\_14},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/AlshammariKEPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/AminKADP18,
author = {Kareem Amin and
Stelios Kapetanakis and
Klaus{-}Dieter Althoff and
Andreas Dengel and
Miltos Petridis},
editor = {Michael T. Cox and
Peter Funk and
Shahina Begum},
title = {Answering with Cases: {A} {CBR} Approach to Deep Learning},
booktitle = {Case-Based Reasoning Research and Development - 26th International
Conference, {ICCBR} 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11156},
pages = {15--27},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01081-2\_2},
doi = {10.1007/978-3-030-01081-2\_2},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccbr/AminKADP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccci/AlshammariKAPP18,
author = {Gharbi Alshammari and
Stelios Kapetanakis and
Abdullah Alshammari and
Nikolaos Polatidis and
Miltos Petridis},
editor = {Ngoc Thanh Nguyen and
Elias Pimenidis and
Zaheer Khan and
Bogdan Trawinski},
title = {A Hybrid Feature Combination Method that Improves Recommendations},
booktitle = {Computational Collective Intelligence - 10th International Conference,
{ICCCI} 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11055},
pages = {209--218},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98443-8\_19},
doi = {10.1007/978-3-319-98443-8\_19},
timestamp = {Thu, 16 Mar 2023 20:00:30 +0100},
biburl = {https://dblp.org/rec/conf/iccci/AlshammariKAPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PolatidisKPK18,
author = {Nikolaos Polatidis and
Stelios Kapetanakis and
Elias Pimenidis and
Konstantinos Kosmidis},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Vassilis P. Plagianakos},
title = {Reproducibility of Experiments in Recommender Systems Evaluation},
booktitle = {Artificial Intelligence Applications and Innovations - 14th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2018, Rhodes, Greece, May
25-27, 2018, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {519},
pages = {401--409},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92007-8\_34},
doi = {10.1007/978-3-319-92007-8\_34},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/PolatidisKPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/HammertonVKS18,
author = {James Alistair Hammerton and
Merc{\`{e}} Vintr{\'{o}} and
Stelios Kapetanakis and
Michele Sama},
editor = {Kohei Arai and
Supriya Kapoor and
Rahul Bhatia},
title = {On Character vs Word Embeddings as Input for English Sentence Classification},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2018 Intelligent
Systems Conference, IntelliSys 2018, London, UK, September 6-7, 2018,
Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {868},
pages = {550--566},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01054-6\_40},
doi = {10.1007/978-3-030-01054-6\_40},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intellisys/HammertonVKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/KulkarniVKS18,
author = {Ritwik Kulkarni and
Merc{\`{e}} Vintr{\'{o}} and
Stelios Kapetanakis and
Michele Sama},
editor = {Kohei Arai and
Supriya Kapoor and
Rahul Bhatia},
title = {Performance Comparison of Popular Text Vectorising Models on Multi-class
Email Classification},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2018 Intelligent
Systems Conference, IntelliSys 2018, London, UK, September 6-7, 2018,
Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {868},
pages = {567--578},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01054-6\_41},
doi = {10.1007/978-3-030-01054-6\_41},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/intellisys/KulkarniVKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/AminKADP18,
author = {Kareem Amin and
Stelios Kapetanakis and
Klaus{-}Dieter Althoff and
Andreas Dengel and
Miltos Petridis},
editor = {Max Bramer and
Miltos Petridis},
title = {Dynamic Process Workflow Routing Using Deep Learning},
booktitle = {Artificial Intelligence {XXXV} - 38th {SGAI} International Conference
on Artificial Intelligence, {AI} 2018, Cambridge, UK, December 11-13,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11311},
pages = {132--142},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04191-5\_10},
doi = {10.1007/978-3-030-04191-5\_10},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sgai/AminKADP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/OConnorKSFOP18,
author = {Daniel O'Connor and
Stelios Kapetanakis and
Georgios Samakovitis and
Michael W. Floyd and
Santiago Onta{\~{n}}{\'{o}}n and
Miltos Petridis},
editor = {Max Bramer and
Miltos Petridis},
title = {Autonomous Swarm Agents Using Case-Based Reasoning},
booktitle = {Artificial Intelligence {XXXV} - 38th {SGAI} International Conference
on Artificial Intelligence, {AI} 2018, Cambridge, UK, December 11-13,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11311},
pages = {210--216},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04191-5\_20},
doi = {10.1007/978-3-030-04191-5\_20},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/OConnorKSFOP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/BandisPK18,
author = {Eleftherios Bandis and
Miltos Petridis and
Stelios Kapetanakis},
editor = {Max Bramer and
Miltos Petridis},
title = {Business Process Workflow Mining Using Machine Learning Techniques
for the Rail Transport Industry},
booktitle = {Artificial Intelligence {XXXV} - 38th {SGAI} International Conference
on Artificial Intelligence, {AI} 2018, Cambridge, UK, December 11-13,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11311},
pages = {446--451},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04191-5\_37},
doi = {10.1007/978-3-030-04191-5\_37},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/BandisPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/AgorgianitisKPF17,
author = {Ioannis Agorgianitis and
Stelios Kapetanakis and
Miltos Petridis and
Andrew Fish},
editor = {Vasile Rus and
Zdravko Markov},
title = {Business Process Workflow Monitoring Using Distributed {CBR} with
{GPU} Computing},
booktitle = {Proceedings of the Thirtieth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2017, Marco Island, Florida,
USA, May 22-24, 2017},
pages = {495--498},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS17/paper/view/15518},
timestamp = {Wed, 26 Oct 2022 08:35:10 +0200},
biburl = {https://dblp.org/rec/conf/flairs/AgorgianitisKPF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/AlshammariJKPRD17,
author = {Gharbi Alshammari and
Jose L. Jorro{-}Aragoneses and
Stelios Kapetanakis and
Miltos Petridis and
Juan A. Recio{-}Garc{\'{\i}}a and
Bel{\'{e}}n D{\'{\i}}az{-}Agudo},
editor = {David W. Aha and
Jean Lieber},
title = {A Hybrid {CBR} Approach for the Long Tail Problem in Recommender Systems},
booktitle = {Case-Based Reasoning Research and Development - 25th International
Conference, {ICCBR} 2017, Trondheim, Norway, June 26-28, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10339},
pages = {35--45},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61030-6\_3},
doi = {10.1007/978-3-319-61030-6\_3},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/AlshammariJKPRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/DiapouliKPE17,
author = {Maria Diapouli and
Stelios Kapetanakis and
Miltos Petridis and
Roger Evans},
editor = {Antonio A. S{\'{a}}nchez{-}Ruiz and
Anders Kofod{-}Petersen},
title = {Behavioural Analytics using Process Mining in On-line Advertising},
booktitle = {Proceedings of {ICCBR} 2017 Workshops (CAW, CBRDL, PO-CBR), Doctoral
Consortium, and Competitions co-located with the 25th International
Conference on Case-Based Reasoning {(ICCBR} 2017), Trondheim, Norway,
June 26-28, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {2028},
pages = {147--156},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-2028/paper14.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:02 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/DiapouliKPE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccda/Al-ObeidallahPK17,
author = {Mohammed Al{-}Obeidallah and
Miltos Petridis and
Stelios Kapetanakis},
title = {{MLDA:} {A} Multiple Levels Detection Approach for Design Patterns
Recovery},
booktitle = {Proceedings of the International Conference on Compute and Data Analysis,
{ICCDA} 2017, Lakeland, FL, USA, May 19-23, 2017},
pages = {33--40},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3093241.3093244},
doi = {10.1145/3093241.3093244},
timestamp = {Tue, 06 Nov 2018 11:07:48 +0100},
biburl = {https://dblp.org/rec/conf/iccda/Al-ObeidallahPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/MurayziqKP17,
author = {Tariq Saad Al Murayziq and
Stelios Kapetanakis and
Miltos Petridis},
title = {Intelligent Signal Processing for Dust Storm Prediction Using Ensemble
Case-Based Reasoning},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {1267--1271},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00191},
doi = {10.1109/ICTAI.2017.00191},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/MurayziqKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sera/Al-ObeidallahPK17,
author = {Mohammed Al{-}Obeidallah and
Miltos Petridis and
Stelios Kapetanakis},
editor = {Roger Y. Lee},
title = {A Structural Rule-Based Approach for Design Patterns Recovery},
booktitle = {Software Engineering Research, Management and Applications [selected
papers from the 15th International Conference on Software Engineering
Research, Management and Applications, {SERA} 2017, London, UK, 2017]},
series = {Studies in Computational Intelligence},
volume = {722},
pages = {107--124},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61388-8\_7},
doi = {10.1007/978-3-319-61388-8\_7},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sera/Al-ObeidallahPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/KokorakisPK17,
author = {Vasileios Manousakis Kokorakis and
Miltos Petridis and
Stelios Kapetanakis},
editor = {Max Bramer and
Miltos Petridis},
title = {A Blackboard Based Hybrid Multi-Agent System for Improving Classification
Accuracy Using Reinforcement Learning Techniques},
booktitle = {Artificial Intelligence {XXXIV} - 37th {SGAI} International Conference
on Artificial Intelligence, {AI} 2017, Cambridge, UK, December 12-14,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10630},
pages = {47--57},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71078-5\_4},
doi = {10.1007/978-3-319-71078-5\_4},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sgai/KokorakisPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/AdedoyinKSP17,
author = {Adeyinka Adedoyin and
Stelios Kapetanakis and
Georgios Samakovitis and
Miltos Petridis},
editor = {Max Bramer and
Miltos Petridis},
title = {Predicting Fraud in Mobile Money Transfer Using Case-Based Reasoning},
booktitle = {Artificial Intelligence {XXXIV} - 37th {SGAI} International Conference
on Artificial Intelligence, {AI} 2017, Cambridge, UK, December 12-14,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10630},
pages = {325--337},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71078-5\_28},
doi = {10.1007/978-3-319-71078-5\_28},
timestamp = {Fri, 01 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/AdedoyinKSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/MurayziqKP17,
author = {Tariq Saad Al Murayziq and
Stelios Kapetanakis and
Miltos Petridis},
editor = {Max Bramer and
Miltos Petridis},
title = {Predicting Dust Storms Using Hybrid Intelligence System},
booktitle = {Artificial Intelligence {XXXIV} - 37th {SGAI} International Conference
on Artificial Intelligence, {AI} 2017, Cambridge, UK, December 12-14,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10630},
pages = {338--351},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71078-5\_29},
doi = {10.1007/978-3-319-71078-5\_29},
timestamp = {Fri, 01 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/MurayziqKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iccbr/2016w,
editor = {Alexandra Coman and
Stelios Kapetanakis},
title = {Workshops Proceedings for the Twenty-fourth International Conference
on Case-Based Reasoning {(ICCBR} 2016), Atlanta, Georgia, USA, October
31 - November 2, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1815},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1815},
urn = {urn:nbn:de:0074-1815-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/2016w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/AgorgianitisPKF16,
author = {Ioannis Agorgianitis and
Miltos Petridis and
Stelios Kapetanakis and
Andrew Fish},
editor = {Alexandra Coman and
Stelios Kapetanakis},
title = {Evaluating Distributed Methods for {CBR} Systems for Monitoring Business
Process Workflows},
booktitle = {Workshops Proceedings for the Twenty-fourth International Conference
on Case-Based Reasoning {(ICCBR} 2016), Atlanta, Georgia, USA, October
31 - November 2, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1815},
pages = {122--131},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1815/paper12.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:02 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/AgorgianitisPKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/AdedoyinKPP16,
author = {Adeyinka Adedoyin and
Stelios Kapetanakis and
Miltos Petridis and
Emmanouil Panaousis},
editor = {Alexandra Coman and
Stelios Kapetanakis},
title = {Evaluating Case-Based Reasoning Knowledge Discovery in Fraud Detection},
booktitle = {Workshops Proceedings for the Twenty-fourth International Conference
on Case-Based Reasoning {(ICCBR} 2016), Atlanta, Georgia, USA, October
31 - November 2, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1815},
pages = {182--191},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1815/paper18.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/AdedoyinKPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/DiapouliPEK16,
author = {Maria Diapouli and
Miltos Petridis and
Roger Evans and
Stelios Kapetanakis},
editor = {Max Bramer and
Miltos Petridis},
title = {An Industrial Application of Data Mining Techniques to Enhance the
Effectiveness of On-Line Advertising},
booktitle = {Research and Development in Intelligent Systems {XXXIII} - Incorporating
Applications and Innovations in Intelligent Systems {XXIV.} Proceedings
of AI-2016, The Thirty-Sixth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, December 13-15, 2016},
pages = {391--397},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47175-4\_30},
doi = {10.1007/978-3-319-47175-4\_30},
timestamp = {Fri, 07 Jul 2017 09:01:33 +0200},
biburl = {https://dblp.org/rec/conf/sgai/DiapouliPEK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dms/SheiDKM15,
author = {Shaun Shei and
Aidan J. Delaney and
Stelios Kapetanakis and
Haralambos Mouratidis},
editor = {Angela Guercio},
title = {Visually Mapping Requirements Models to Cloud Services},
booktitle = {The 21st International Conference on Distributed Multimedia Systems,
Vancouver, Canada, August 31 - September 2, 2015},
pages = {108--114},
publisher = {Knowledge Systems Institute},
year = {2015},
url = {https://doi.org/10.18293/DMS2015-015},
doi = {10.18293/DMS2015-015},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dms/SheiDKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/exact/KapetanakisPMB10,
author = {Stelios Kapetanakis and
Miltos Petridis and
Jixin Ma and
Liz Bacon},
editor = {Thomas Roth{-}Berghofer and
Nava Tintarev and
David B. Leake and
Daniel Bahls},
title = {Providing Explanations for the Intelligent Monitoring of Business
Workflows Using Case-Based Reasoning},
booktitle = {Explanation-aware Computing, Papers from the 2010 {ECAI} Workshop,
Lisbon, Portugal, August 16, 2010},
pages = {25--36},
publisher = {University of Lisbon, Portugal},
year = {2010},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/exact/KapetanakisPMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/KapetanakisPKMB10,
author = {Stelios Kapetanakis and
Miltos Petridis and
Brian Knight and
Jixin Ma and
Liz Bacon},
editor = {Isabelle Bichindaritz and
Stefania Montani},
title = {A Case Based Reasoning Approach for the Monitoring of Business Workflows},
booktitle = {Case-Based Reasoning. Research and Development, 18th International
Conference on Case-Based Reasoning, {ICCBR} 2010, Alessandria, Italy,
July 19-22, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6176},
pages = {390--405},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14274-1\_29},
doi = {10.1007/978-3-642-14274-1\_29},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccbr/KapetanakisPKMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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