BibTeX records: Dimitrios Rafailidis

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@article{DBLP:journals/snam/AntarisRG21,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  title     = {Knowledge distillation on neural networks for evolving graphs},
  journal   = {Soc. Netw. Anal. Min.},
  volume    = {11},
  number    = {1},
  pages     = {100},
  year      = {2021},
  url       = {https://doi.org/10.1007/s13278-021-00816-1},
  doi       = {10.1007/s13278-021-00816-1},
  timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/snam/AntarisRG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AntarisRG21,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  editor    = {Michele Coscia and
               Alfredo Cuzzocrea and
               Kai Shu and
               Ralf Klamma and
               Sharyn O'Halloran and
               Jon G. Rokne},
  title     = {Meta-reinforcement learning via buffering graph signatures for live
               video streaming events},
  booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks
               Analysis and Mining, Virtual Event, The Netherlands, November 8 -
               11, 2021},
  pages     = {385--392},
  publisher = {{ACM}},
  year      = {2021},
  url       = {https://doi.org/10.1145/3487351.3490973},
  doi       = {10.1145/3487351.3490973},
  timestamp = {Mon, 24 Jan 2022 09:34:23 +0100},
  biburl    = {https://dblp.org/rec/conf/asunam/AntarisRG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AntarisRG21,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  editor    = {Yixin Chen and
               Heiko Ludwig and
               Yicheng Tu and
               Usama M. Fayyad and
               Xingquan Zhu and
               Xiaohua Hu and
               Suren Byna and
               Xiong Liu and
               Jianping Zhang and
               Shirui Pan and
               Vagelis Papalexakis and
               Jianwu Wang and
               Alfredo Cuzzocrea and
               Carlos Ordonez},
  title     = {A Deep Graph Reinforcement Learning Model for Improving User Experience
               in Live Video Streaming},
  booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
               FL, USA, December 15-18, 2021},
  pages     = {1787--1796},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/BigData52589.2021.9671949},
  doi       = {10.1109/BigData52589.2021.9671949},
  timestamp = {Mon, 14 Feb 2022 16:20:45 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/AntarisRG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AntarisRA21,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Romina Arriaza},
  editor    = {Yuxiao Dong and
               Nicolas Kourtellis and
               Barbara Hammer and
               Jos{\'{e}} Antonio Lozano},
  title     = {Multi-task Learning for User Engagement and Adoption in Live Video
               Streaming Events},
  booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
               Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
               September 13-17, 2021, Proceedings, Part {V}},
  series    = {Lecture Notes in Computer Science},
  volume    = {12979},
  pages     = {463--478},
  publisher = {Springer},
  year      = {2021},
  url       = {https://doi.org/10.1007/978-3-030-86517-7\_29},
  doi       = {10.1007/978-3-030-86517-7\_29},
  timestamp = {Fri, 17 Sep 2021 14:46:40 +0200},
  biburl    = {https://dblp.org/rec/conf/pkdd/AntarisRA21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AntarisR21,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  editor    = {Humberto Jes{\'{u}}s Corona Pamp{\'{\i}}n and
               Martha A. Larson and
               Martijn C. Willemsen and
               Joseph A. Konstan and
               Julian J. McAuley and
               Jean Garcia{-}Gathright and
               Bouke Huurnink and
               Even Oldridge},
  title     = {Sequence Adaptation via Reinforcement Learning in Recommender Systems},
  booktitle = {RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam,
               The Netherlands, 27 September 2021 - 1 October 2021},
  pages     = {714--718},
  publisher = {{ACM}},
  year      = {2021},
  url       = {https://doi.org/10.1145/3460231.3478864},
  doi       = {10.1145/3460231.3478864},
  timestamp = {Mon, 20 Sep 2021 17:35:14 +0200},
  biburl    = {https://dblp.org/rec/conf/recsys/AntarisR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10305,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Romina Arriaza},
  title     = {Multi-Task Learning for User Engagement and Adoption in Live Video
               Streaming Events},
  journal   = {CoRR},
  volume    = {abs/2106.10305},
  year      = {2021},
  url       = {https://arxiv.org/abs/2106.10305},
  eprinttype = {arXiv},
  eprint    = {2106.10305},
  timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2106-10305.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13619,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  title     = {A Deep Graph Reinforcement Learning Model for Improving User Experience
               in Live Video Streaming},
  journal   = {CoRR},
  volume    = {abs/2107.13619},
  year      = {2021},
  url       = {https://arxiv.org/abs/2107.13619},
  eprinttype = {arXiv},
  eprint    = {2107.13619},
  timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2107-13619.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01442,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  title     = {Sequence Adaptation via Reinforcement Learning in Recommender Systems},
  journal   = {CoRR},
  volume    = {abs/2108.01442},
  year      = {2021},
  url       = {https://arxiv.org/abs/2108.01442},
  eprinttype = {arXiv},
  eprint    = {2108.01442},
  timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2108-01442.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09412,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  title     = {Meta-Reinforcement Learning via Buffering Graph Signatures for Live
               Video Streaming Events},
  journal   = {CoRR},
  volume    = {abs/2111.09412},
  year      = {2021},
  url       = {https://arxiv.org/abs/2111.09412},
  eprinttype = {arXiv},
  eprint    = {2111.09412},
  timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2111-09412.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AliannejadiRC20,
  author    = {Mohammad Aliannejadi and
               Dimitrios Rafailidis and
               Fabio Crestani},
  title     = {A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking
               Model for Point of Interest Recommendation},
  journal   = {{IEEE} Trans. Knowl. Data Eng.},
  volume    = {32},
  number    = {6},
  pages     = {1050--1063},
  year      = {2020},
  url       = {https://doi.org/10.1109/TKDE.2019.2903463},
  doi       = {10.1109/TKDE.2019.2903463},
  timestamp = {Fri, 22 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkde/AliannejadiRC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AntarisR20,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  editor    = {Martin Atzm{\"{u}}ller and
               Michele Coscia and
               Rokia Missaoui},
  title     = {Distill2Vec: Dynamic Graph Representation Learning with Knowledge
               Distillation},
  booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
               Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
               7-10, 2020},
  pages     = {60--64},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/ASONAM49781.2020.9381315},
  doi       = {10.1109/ASONAM49781.2020.9381315},
  timestamp = {Wed, 07 Apr 2021 18:33:30 +0200},
  biburl    = {https://dblp.org/rec/conf/asunam/AntarisR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AntarisR20a,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  editor    = {Martin Atzm{\"{u}}ller and
               Michele Coscia and
               Rokia Missaoui},
  title     = {VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention
               for Enterprise Distributed Video Streaming Solutions},
  booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
               Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
               7-10, 2020},
  pages     = {486--493},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/ASONAM49781.2020.9381430},
  doi       = {10.1109/ASONAM49781.2020.9381430},
  timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/asunam/AntarisR20a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AntarisRG20,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  editor    = {Xintao Wu and
               Chris Jermaine and
               Li Xiong and
               Xiaohua Hu and
               Olivera Kotevska and
               Siyuan Lu and
               Weija Xu and
               Srinivas Aluru and
               Chengxiang Zhai and
               Eyhab Al{-}Masri and
               Zhiyuan Chen and
               Jeff Saltz},
  title     = {{EGAD:} Evolving Graph Representation Learning with Self-Attention
               and Knowledge Distillation for Live Video Streaming Events},
  booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
               Atlanta, GA, USA, December 10-13, 2020},
  pages     = {1455--1464},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/BigData50022.2020.9378219},
  doi       = {10.1109/BigData50022.2020.9378219},
  timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/AntarisRG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05302,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Mohammad Aliannejadi},
  title     = {On Estimating the Training Cost of Conversational Recommendation Systems},
  journal   = {CoRR},
  volume    = {abs/2011.05302},
  year      = {2020},
  url       = {https://arxiv.org/abs/2011.05302},
  eprinttype = {arXiv},
  eprint    = {2011.05302},
  timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2011-05302.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05664,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  title     = {Distill2Vec: Dynamic Graph Representation Learning with Knowledge
               Distillation},
  journal   = {CoRR},
  volume    = {abs/2011.05664},
  year      = {2020},
  url       = {https://arxiv.org/abs/2011.05664},
  eprinttype = {arXiv},
  eprint    = {2011.05664},
  timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2011-05664.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05671,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  title     = {VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention
               for Enterprise Distributed Video Streaming Solutions},
  journal   = {CoRR},
  volume    = {abs/2011.05671},
  year      = {2020},
  url       = {https://arxiv.org/abs/2011.05671},
  eprinttype = {arXiv},
  eprint    = {2011.05671},
  timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2011-05671.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05705,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Sarunas Girdzijauskas},
  title     = {{EGAD:} Evolving Graph Representation Learning with Self-Attention
               and Knowledge Distillation for Live Video Streaming Events},
  journal   = {CoRR},
  volume    = {abs/2011.05705},
  year      = {2020},
  url       = {https://arxiv.org/abs/2011.05705},
  eprinttype = {arXiv},
  eprint    = {2011.05705},
  timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2011-05705.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00743,
  author    = {Dimitrios Rafailidis and
               Stefanos Antaris},
  title     = {Adaptive Neural Architectures for Recommender Systems},
  journal   = {CoRR},
  volume    = {abs/2012.00743},
  year      = {2020},
  url       = {https://arxiv.org/abs/2012.00743},
  eprinttype = {arXiv},
  eprint    = {2012.00743},
  timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2012-00743.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/ManotumruksaRMO19,
  author    = {Jarana Manotumruksa and
               Dimitrios Rafailidis and
               Craig Macdonald and
               Iadh Ounis},
  editor    = {Leif Azzopardi and
               Benno Stein and
               Norbert Fuhr and
               Philipp Mayr and
               Claudia Hauff and
               Djoerd Hiemstra},
  title     = {On Cross-Domain Transfer in Venue Recommendation},
  booktitle = {Advances in Information Retrieval - 41st European Conference on {IR}
               Research, {ECIR} 2019, Cologne, Germany, April 14-18, 2019, Proceedings,
               Part {I}},
  series    = {Lecture Notes in Computer Science},
  volume    = {11437},
  pages     = {443--456},
  publisher = {Springer},
  year      = {2019},
  url       = {https://doi.org/10.1007/978-3-030-15712-8\_29},
  doi       = {10.1007/978-3-030-15712-8\_29},
  timestamp = {Fri, 25 Dec 2020 01:14:14 +0100},
  biburl    = {https://dblp.org/rec/conf/ecir/ManotumruksaRMO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictir/RafailidisC19,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Yi Fang and
               Yi Zhang and
               James Allan and
               Krisztian Balog and
               Ben Carterette and
               Jiafeng Guo},
  title     = {Neural Attentive Cross-Domain Recommendation},
  booktitle = {Proceedings of the 2019 {ACM} {SIGIR} International Conference on
               Theory of Information Retrieval, {ICTIR} 2019, Santa Clara, CA, USA,
               October 2-5, 2019},
  pages     = {165--172},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3341981.3344214},
  doi       = {10.1145/3341981.3344214},
  timestamp = {Sun, 29 Sep 2019 14:32:13 +0200},
  biburl    = {https://dblp.org/rec/conf/ictir/RafailidisC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/RafailidisC19,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Benjamin Piwowarski and
               Max Chevalier and
               {\'{E}}ric Gaussier and
               Yoelle Maarek and
               Jian{-}Yun Nie and
               Falk Scholer},
  title     = {Adversarial Training for Review-Based Recommendations},
  booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
               Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
               France, July 21-25, 2019},
  pages     = {1057--1060},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3331184.3331313},
  doi       = {10.1145/3331184.3331313},
  timestamp = {Sun, 21 Jul 2019 17:52:47 +0200},
  biburl    = {https://dblp.org/rec/conf/sigir/RafailidisC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/Rafailidis19,
  author    = {Dimitrios Rafailidis},
  editor    = {Payam M. Barnaghi and
               Georg Gottlob and
               Yannis Manolopoulos and
               Theodoros Tzouramanis and
               Athena Vakali},
  title     = {Bayesian Deep Learning with Trust and Distrust in Recommendation Systems},
  booktitle = {2019 {IEEE/WIC/ACM} International Conference on Web Intelligence,
               {WI} 2019, Thessaloniki, Greece, October 14-17, 2019},
  pages     = {18--25},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3350546.3352496},
  doi       = {10.1145/3350546.3352496},
  timestamp = {Thu, 12 Aug 2021 09:49:21 +0200},
  biburl    = {https://dblp.org/rec/conf/webi/Rafailidis19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/RafailidisM19,
  author    = {Dimitrios Rafailidis and
               Yannis Manolopoulos},
  editor    = {Rajendra Akerkar and
               Jason J. Jung},
  title     = {Can Virtual Assistants Produce Recommendations?},
  booktitle = {Proceedings of the 9th International Conference on Web Intelligence,
               Mining and Semantics, {WIMS} 2019, Seoul, Republic of Korea, June
               26-28, 2019},
  pages     = {4:1--4:6},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3326467.3326468},
  doi       = {10.1145/3326467.3326468},
  timestamp = {Tue, 28 May 2019 14:26:44 +0200},
  biburl    = {https://dblp.org/rec/conf/wims/RafailidisM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00431,
  author    = {Dimitrios Rafailidis and
               Yannis Manolopoulos},
  title     = {The Technological Gap Between Virtual Assistants and Recommendation
               Systems},
  journal   = {CoRR},
  volume    = {abs/1901.00431},
  year      = {2019},
  url       = {http://arxiv.org/abs/1901.00431},
  eprinttype = {arXiv},
  eprint    = {1901.00431},
  timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1901-00431.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13612,
  author    = {Dimitrios Rafailidis},
  title     = {Leveraging Trust and Distrust in Recommender Systems via Deep Learning},
  journal   = {CoRR},
  volume    = {abs/1905.13612},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.13612},
  eprinttype = {arXiv},
  eprint    = {1905.13612},
  timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-13612.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01644,
  author    = {Dimitrios Rafailidis and
               Gerhard Weiss},
  title     = {A Neural Attention Model for Adaptive Learning of Social Friends'
               Preferences},
  journal   = {CoRR},
  volume    = {abs/1907.01644},
  year      = {2019},
  url       = {http://arxiv.org/abs/1907.01644},
  eprinttype = {arXiv},
  eprint    = {1907.01644},
  timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1907-01644.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01645,
  author    = {Dimitrios Rafailidis and
               Gerhard Weiss},
  title     = {Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering},
  journal   = {CoRR},
  volume    = {abs/1907.01645},
  year      = {2019},
  url       = {http://arxiv.org/abs/1907.01645},
  eprinttype = {arXiv},
  eprint    = {1907.01645},
  timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1907-01645.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06169,
  author    = {Dimitrios Rafailidis},
  title     = {Cross-Domain Collaborative Filtering via Translation-based Learning},
  journal   = {CoRR},
  volume    = {abs/1908.06169},
  year      = {2019},
  url       = {http://arxiv.org/abs/1908.06169},
  eprinttype = {arXiv},
  eprint    = {1908.06169},
  timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1908-06169.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07131,
  author    = {Mohammad Aliannejadi and
               Dimitrios Rafailidis and
               Fabio Crestani},
  title     = {A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking
               Model for Point of Interest Recommendation},
  journal   = {CoRR},
  volume    = {abs/1909.07131},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.07131},
  eprinttype = {arXiv},
  eprint    = {1909.07131},
  timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-07131.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Rafailidis18,
  author    = {Dimitrios Rafailidis},
  title     = {A Multi-Latent Transition model for evolving preferences in recommender
               systems},
  journal   = {Expert Syst. Appl.},
  volume    = {104},
  pages     = {97--106},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.eswa.2018.03.033},
  doi       = {10.1016/j.eswa.2018.03.033},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/eswa/Rafailidis18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/AntarisR18,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  title     = {In-Memory Stream Indexing of Massive and Fast Incoming Multimedia
               Content},
  journal   = {{IEEE} Trans. Big Data},
  volume    = {4},
  number    = {1},
  pages     = {40--54},
  year      = {2018},
  url       = {https://doi.org/10.1109/TBDATA.2017.2697441},
  doi       = {10.1109/TBDATA.2017.2697441},
  timestamp = {Wed, 11 Apr 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tbd/AntarisR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/RafailidisC18,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Ulrik Brandes and
               Chandan Reddy and
               Andrea Tagarelli},
  title     = {Friend Recommendation in Location-Based Social Networks via Deep Pairwise
               Learning},
  booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
               Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
               2018},
  pages     = {421--428},
  publisher = {{IEEE} Computer Society},
  year      = {2018},
  url       = {https://doi.org/10.1109/ASONAM.2018.8508362},
  doi       = {10.1109/ASONAM.2018.8508362},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/asunam/RafailidisC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictir/AliannejadiRC18,
  author    = {Mohammad Aliannejadi and
               Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Dawei Song and
               Tie{-}Yan Liu and
               Le Sun and
               Peter Bruza and
               Massimo Melucci and
               Fabrizio Sebastiani and
               Grace Hui Yang},
  title     = {A Collaborative Ranking Model with Multiple Location-based Similarities
               for Venue Suggestion},
  booktitle = {Proceedings of the 2018 {ACM} {SIGIR} International Conference on
               Theory of Information Retrieval, {ICTIR} 2018, Tianjin, China, September
               14-17, 2018},
  pages     = {19--26},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3234944.3234945},
  doi       = {10.1145/3234944.3234945},
  timestamp = {Wed, 26 Aug 2020 16:28:48 +0200},
  biburl    = {https://dblp.org/rec/conf/ictir/AliannejadiRC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RafailidisC18,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Michele Berlingerio and
               Francesco Bonchi and
               Thomas G{\"{a}}rtner and
               Neil Hurley and
               Georgiana Ifrim},
  title     = {GeoDCF: Deep Collaborative Filtering with Multifaceted Contextual
               Information in Location-Based Social Networks},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {11052},
  pages     = {709--724},
  publisher = {Springer},
  year      = {2018},
  url       = {https://doi.org/10.1007/978-3-030-10928-8\_42},
  doi       = {10.1007/978-3-030-10928-8\_42},
  timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
  biburl    = {https://dblp.org/rec/conf/pkdd/RafailidisC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04210,
  author    = {Mohammad Aliannejadi and
               Dimitrios Rafailidis and
               Fabio Crestani},
  title     = {A Collaborative Ranking Model with Multiple Location-based Similarities
               for Venue Suggestion},
  journal   = {CoRR},
  volume    = {abs/1807.04210},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.04210},
  eprinttype = {arXiv},
  eprint    = {1807.04210},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1807-04210.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RafailidisKM17,
  author    = {Dimitrios Rafailidis and
               Pavlos Kefalas and
               Yannis Manolopoulos},
  title     = {Preference dynamics with multimodal user-item interactions in social
               media recommendation},
  journal   = {Expert Syst. Appl.},
  volume    = {74},
  pages     = {11--18},
  year      = {2017},
  url       = {https://doi.org/10.1016/j.eswa.2017.01.005},
  doi       = {10.1016/j.eswa.2017.01.005},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/eswa/RafailidisKM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/RafailidisCM17,
  author    = {Dimitrios Rafailidis and
               Eleni Constantinou and
               Yannis Manolopoulos},
  title     = {Landmark selection for spectral clustering based on Weighted PageRank},
  journal   = {Future Gener. Comput. Syst.},
  volume    = {68},
  pages     = {465--472},
  year      = {2017},
  url       = {https://doi.org/10.1016/j.future.2016.03.006},
  doi       = {10.1016/j.future.2016.03.006},
  timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/fgcs/RafailidisCM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RafailidisC17,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Ee{-}Peng Lim and
               Marianne Winslett and
               Mark Sanderson and
               Ada Wai{-}Chee Fu and
               Jimeng Sun and
               J. Shane Culpepper and
               Eric Lo and
               Joyce C. Ho and
               Debora Donato and
               Rakesh Agrawal and
               Yu Zheng and
               Carlos Castillo and
               Aixin Sun and
               Vincent S. Tseng and
               Chenliang Li},
  title     = {A Collaborative Ranking Model for Cross-Domain Recommendations},
  booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
               Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
  pages     = {2263--2266},
  publisher = {{ACM}},
  year      = {2017},
  url       = {https://doi.org/10.1145/3132847.3133107},
  doi       = {10.1145/3132847.3133107},
  timestamp = {Thu, 08 Oct 2020 12:25:34 +0200},
  biburl    = {https://dblp.org/rec/conf/cikm/RafailidisC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/AliannejadiRC17,
  author    = {Mohammad Aliannejadi and
               Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Joemon M. Jose and
               Claudia Hauff and
               Ismail Seng{\"{o}}r Alting{\"{o}}vde and
               Dawei Song and
               Dyaa Albakour and
               Stuart N. K. Watt and
               John Tait},
  title     = {Personalized Keyword Boosting for Venue Suggestion Based on Multiple
               LBSNs},
  booktitle = {Advances in Information Retrieval - 39th European Conference on {IR}
               Research, {ECIR} 2017, Aberdeen, UK, April 8-13, 2017, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {10193},
  pages     = {291--303},
  year      = {2017},
  url       = {https://doi.org/10.1007/978-3-319-56608-5\_23},
  doi       = {10.1007/978-3-319-56608-5\_23},
  timestamp = {Tue, 29 Dec 2020 18:27:42 +0100},
  biburl    = {https://dblp.org/rec/conf/ecir/AliannejadiRC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/RafailidisC17,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Jaap Kamps and
               Giannis Tsakonas and
               Yannis Manolopoulos and
               Lazaros S. Iliadis and
               Ioannis Karydis},
  title     = {Multiple Random Walks for Personalized Ranking with Trust and Distrust},
  booktitle = {Research and Advanced Technology for Digital Libraries - 21st International
               Conference on Theory and Practice of Digital Libraries, {TPDL} 2017,
               Thessaloniki, Greece, September 18-21, 2017, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {10450},
  pages     = {473--484},
  publisher = {Springer},
  year      = {2017},
  url       = {https://doi.org/10.1007/978-3-319-67008-9\_37},
  doi       = {10.1007/978-3-319-67008-9\_37},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ercimdl/RafailidisC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictir/RafailidisC17,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Jaap Kamps and
               Evangelos Kanoulas and
               Maarten de Rijke and
               Hui Fang and
               Emine Yilmaz},
  title     = {Recommendation with Social Relationships via Deep Learning},
  booktitle = {Proceedings of the {ACM} {SIGIR} International Conference on Theory
               of Information Retrieval, {ICTIR} 2017, Amsterdam, The Netherlands,
               October 1-4, 2017},
  pages     = {151--158},
  publisher = {{ACM}},
  year      = {2017},
  url       = {https://doi.org/10.1145/3121050.3121057},
  doi       = {10.1145/3121050.3121057},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ictir/RafailidisC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RafailidisC17,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Michelangelo Ceci and
               Jaakko Hollm{\'{e}}n and
               Ljupco Todorovski and
               Celine Vens and
               Saso Dzeroski},
  title     = {A Regularization Method with Inference of Trust and Distrust in Recommender
               Systems},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {10535},
  pages     = {253--268},
  publisher = {Springer},
  year      = {2017},
  url       = {https://doi.org/10.1007/978-3-319-71246-8\_16},
  doi       = {10.1007/978-3-319-71246-8\_16},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/pkdd/RafailidisC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RafailidisC17,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Paolo Cremonesi and
               Francesco Ricci and
               Shlomo Berkovsky and
               Alexander Tuzhilin},
  title     = {Learning to Rank with Trust and Distrust in Recommender Systems},
  booktitle = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
               RecSys 2017, Como, Italy, August 27-31, 2017},
  pages     = {5--13},
  publisher = {{ACM}},
  year      = {2017},
  url       = {https://doi.org/10.1145/3109859.3109879},
  doi       = {10.1145/3109859.3109879},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/recsys/RafailidisC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/Rafailidis16,
  author    = {Dimitrios Rafailidis},
  title     = {Supervised Hashing Based on the Dimensions' Value Cardinalities of
               Image Descriptors},
  journal   = {{IEEE} Signal Process. Lett.},
  volume    = {23},
  number    = {10},
  pages     = {1479--1483},
  year      = {2016},
  url       = {https://doi.org/10.1109/LSP.2016.2599901},
  doi       = {10.1109/LSP.2016.2599901},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/spl/Rafailidis16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/AxenopoulosRPHD16,
  author    = {Apostolos Axenopoulos and
               Dimitrios Rafailidis and
               Georgios Th. Papadopoulos and
               Elias N. Houstis and
               Petros Daras},
  title     = {Similarity Search of Flexible 3D Molecules Combining Local and Global
               Shape Descriptors},
  journal   = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume    = {13},
  number    = {5},
  pages     = {954--970},
  year      = {2016},
  url       = {https://doi.org/10.1109/TCBB.2015.2498553},
  doi       = {10.1109/TCBB.2015.2498553},
  timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tcbb/AxenopoulosRPHD16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/RafailidisN16,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos},
  title     = {Modeling Users Preference Dynamics and Side Information in Recommender
               Systems},
  journal   = {{IEEE} Trans. Syst. Man Cybern. Syst.},
  volume    = {46},
  number    = {6},
  pages     = {782--792},
  year      = {2016},
  url       = {https://doi.org/10.1109/TSMC.2015.2460691},
  doi       = {10.1109/TSMC.2015.2460691},
  timestamp = {Wed, 20 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tsmc/RafailidisN16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/RafailidisC16,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Ravi Kumar and
               James Caverlee and
               Hanghang Tong},
  title     = {Network completion via joint node clustering and similarity learning},
  booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
               Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
               18-21, 2016},
  pages     = {63--68},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {https://doi.org/10.1109/ASONAM.2016.7752214},
  doi       = {10.1109/ASONAM.2016.7752214},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/asunam/RafailidisC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RafailidisC16,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Snehasis Mukhopadhyay and
               ChengXiang Zhai and
               Elisa Bertino and
               Fabio Crestani and
               Javed Mostafa and
               Jie Tang and
               Luo Si and
               Xiaofang Zhou and
               Yi Chang and
               Yunyao Li and
               Parikshit Sondhi},
  title     = {Joint Collaborative Ranking with Social Relationships in Top-N Recommendation},
  booktitle = {Proceedings of the 25th {ACM} International Conference on Information
               and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
               24-28, 2016},
  pages     = {1393--1402},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2983323.2983839},
  doi       = {10.1145/2983323.2983839},
  timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
  biburl    = {https://dblp.org/rec/conf/cikm/RafailidisC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RafailidisC16,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Paolo Frasconi and
               Niels Landwehr and
               Giuseppe Manco and
               Jilles Vreeken},
  title     = {Top-N Recommendation via Joint Cross-Domain User Clustering and Similarity
               Learning},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
               Proceedings, Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9852},
  pages     = {426--441},
  publisher = {Springer},
  year      = {2016},
  url       = {https://doi.org/10.1007/978-3-319-46227-1\_27},
  doi       = {10.1007/978-3-319-46227-1\_27},
  timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
  biburl    = {https://dblp.org/rec/conf/pkdd/RafailidisC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Rafailidis16,
  author    = {Dimitrios Rafailidis},
  editor    = {Sascha Ossowski},
  title     = {Clustering nodes with attributes via graph alignment},
  booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing,
               Pisa, Italy, April 4-8, 2016},
  pages     = {904--907},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2851613.2851886},
  doi       = {10.1145/2851613.2851886},
  timestamp = {Tue, 06 Nov 2018 11:06:49 +0100},
  biburl    = {https://dblp.org/rec/conf/sac/Rafailidis16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Rafailidis16a,
  author    = {Dimitrios Rafailidis},
  editor    = {Sascha Ossowski},
  title     = {Modeling trust and distrust information in recommender systems via
               joint matrix factorization with signed graphs},
  booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing,
               Pisa, Italy, April 4-8, 2016},
  pages     = {1060--1065},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2851613.2851697},
  doi       = {10.1145/2851613.2851697},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/sac/Rafailidis16a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/RafailidisC16,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Raffaele Perego and
               Fabrizio Sebastiani and
               Javed A. Aslam and
               Ian Ruthven and
               Justin Zobel},
  title     = {Cluster-based Joint Matrix Factorization Hashing for Cross-Modal Retrieval},
  booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
               Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
               Italy, July 17-21, 2016},
  pages     = {781--784},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2911451.2914710},
  doi       = {10.1145/2911451.2914710},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/sigir/RafailidisC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/RafailidisC16a,
  author    = {Dimitrios Rafailidis and
               Fabio Crestani},
  editor    = {Raffaele Perego and
               Fabrizio Sebastiani and
               Javed A. Aslam and
               Ian Ruthven and
               Justin Zobel},
  title     = {Collaborative Ranking with Social Relationships for Top-N Recommendations},
  booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
               Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
               Italy, July 17-21, 2016},
  pages     = {785--788},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2911451.2914711},
  doi       = {10.1145/2911451.2914711},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/sigir/RafailidisC16a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmir/SemertzidisRSD15,
  author    = {Theodoros Semertzidis and
               Dimitrios Rafailidis and
               Michael Gerasimos Strintzis and
               Petros Daras},
  title     = {The influence of image descriptors' dimensions' value cardinalities
               on large-scale similarity search},
  journal   = {Int. J. Multim. Inf. Retr.},
  volume    = {4},
  number    = {3},
  pages     = {187--204},
  year      = {2015},
  url       = {https://doi.org/10.1007/s13735-014-0073-9},
  doi       = {10.1007/s13735-014-0073-9},
  timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijmir/SemertzidisRSD15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/SemertzidisRSD15,
  author    = {Theodoros Semertzidis and
               Dimitrios Rafailidis and
               Michael G. Strintzis and
               Petros Daras},
  title     = {Large-scale spectral clustering based on pairwise constraints},
  journal   = {Inf. Process. Manag.},
  volume    = {51},
  number    = {5},
  pages     = {616--624},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.ipm.2015.05.007},
  doi       = {10.1016/j.ipm.2015.05.007},
  timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ipm/SemertzidisRSD15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/AntarisR15,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis},
  title     = {Similarity Search over the Cloud Based on Image Descriptors' Dimensions
               Value Cardinalities},
  journal   = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume    = {11},
  number    = {4},
  pages     = {51:1--51:23},
  year      = {2015},
  url       = {https://doi.org/10.1145/2716315},
  doi       = {10.1145/2716315},
  timestamp = {Sun, 10 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tomccap/AntarisR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/RafailidisA15,
  author    = {Dimitrios Rafailidis and
               Stefanos Antaris},
  title     = {Indexing media storms on Flink},
  booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
               Santa Clara, CA, USA, October 29 - November 1, 2015},
  pages     = {2836--2838},
  publisher = {{IEEE} Computer Society},
  year      = {2015},
  url       = {https://doi.org/10.1109/BigData.2015.7364094},
  doi       = {10.1109/BigData.2015.7364094},
  timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/RafailidisA15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/PapadopoulosRPD15,
  author    = {Andreas Papadopoulos and
               Dimitrios Rafailidis and
               George Pallis and
               Marios D. Dikaiakos},
  editor    = {Qiming Chen and
               Abdelkader Hameurlain and
               Farouk Toumani and
               Roland R. Wagner and
               Hendrik Decker},
  title     = {Clustering Attributed Multi-graphs with Information Ranking},
  booktitle = {Database and Expert Systems Applications - 26th International Conference,
               {DEXA} 2015, Valencia, Spain, September 1-4, 2015, Proceedings, Part
               {I}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9261},
  pages     = {432--446},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-22849-5\_29},
  doi       = {10.1007/978-3-319-22849-5\_29},
  timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/dexa/PapadopoulosRPD15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medi/TiakasR15,
  author    = {Eleftherios Tiakas and
               Dimitrios Rafailidis},
  editor    = {Ladjel Bellatreche and
               Yannis Manolopoulos},
  title     = {Scalable Trajectory Similarity Search Based on Locations in Spatial
               Networks},
  booktitle = {Model and Data Engineering - 5th International Conference, {MEDI}
               2015, Rhodes, Greece, September 26-28, 2015, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {9344},
  pages     = {213--224},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-23781-7\_17},
  doi       = {10.1007/978-3-319-23781-7\_17},
  timestamp = {Tue, 14 May 2019 10:00:50 +0200},
  biburl    = {https://dblp.org/rec/conf/medi/TiakasR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/Rafailidis15,
  author    = {Dimitrios Rafailidis},
  editor    = {Alexander G. Hauptmann and
               Chong{-}Wah Ngo and
               Xiangyang Xue and
               Yu{-}Gang Jiang and
               Cees Snoek and
               Nuno Vasconcelos},
  title     = {Probabilistic Matrix Factorization With Semantic And Visual Neighborhoods
               For Image Tag Completion},
  booktitle = {Proceedings of the 5th {ACM} on International Conference on Multimedia
               Retrieval, Shanghai, China, June 23-26, 2015},
  pages     = {527--530},
  publisher = {{ACM}},
  year      = {2015},
  url       = {https://doi.org/10.1145/2671188.2749333},
  doi       = {10.1145/2671188.2749333},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/mir/Rafailidis15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/RafailidisM15,
  author    = {Dimitrios Rafailidis and
               Yannis Manolopoulos},
  editor    = {Roger L. Wainwright and
               Juan Manuel Corchado and
               Alessio Bechini and
               Jiman Hong},
  title     = {Parallel similarity search based on the dimensions value cardinalities
               of image descriptor vectors},
  booktitle = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing,
               Salamanca, Spain, April 13-17, 2015},
  pages     = {1023--1030},
  publisher = {{ACM}},
  year      = {2015},
  url       = {https://doi.org/10.1145/2695664.2695857},
  doi       = {10.1145/2695664.2695857},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/sac/RafailidisM15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RafailidisN15,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos},
  editor    = {Aldo Gangemi and
               Stefano Leonardi and
               Alessandro Panconesi},
  title     = {Crossing the Boundaries of Communities via Limited Link Injection
               for Information Diffusion In Social Networks},
  booktitle = {Proceedings of the 24th International Conference on World Wide Web
               Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
               Volume},
  pages     = {97--98},
  publisher = {{ACM}},
  year      = {2015},
  url       = {https://doi.org/10.1145/2740908.2742733},
  doi       = {10.1145/2740908.2742733},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/www/RafailidisN15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RafailidisN15a,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos},
  editor    = {Aldo Gangemi and
               Stefano Leonardi and
               Alessandro Panconesi},
  title     = {Repeat Consumption Recommendation Based on Users Preference Dynamics
               and Side Information},
  booktitle = {Proceedings of the 24th International Conference on World Wide Web
               Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
               Volume},
  pages     = {99--100},
  publisher = {{ACM}},
  year      = {2015},
  url       = {https://doi.org/10.1145/2740908.2742732},
  doi       = {10.1145/2740908.2742732},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/www/RafailidisN15a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/RafailidisNC14,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos and
               Eleni Constantinou},
  title     = {"With a little help from new friends": Boosting information
               cascades in social networks based on link injection},
  journal   = {J. Syst. Softw.},
  volume    = {98},
  pages     = {1--8},
  year      = {2014},
  url       = {https://doi.org/10.1016/j.jss.2014.08.023},
  doi       = {10.1016/j.jss.2014.08.023},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/jss/RafailidisNC14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/AntarisRN14,
  author    = {Stefanos Antaris and
               Dimitrios Rafailidis and
               Alexandros Nanopoulos},
  title     = {Link injection for boosting information spread in social networks},
  journal   = {Soc. Netw. Anal. Min.},
  volume    = {4},
  number    = {1},
  pages     = {236},
  year      = {2014},
  url       = {https://doi.org/10.1007/s13278-014-0236-y},
  doi       = {10.1007/s13278-014-0236-y},
  timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/snam/AntarisRN14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/RafailidisAEMD14,
  author    = {Dimitrios Rafailidis and
               Apostolos Axenopoulos and
               Jonas Etzold and
               Stavroula Manolopoulou and
               Petros Daras},
  title     = {Content-based tag propagation and tensor factorization for personalized
               item recommendation based on social tagging},
  journal   = {{ACM} Trans. Interact. Intell. Syst.},
  volume    = {3},
  number    = {4},
  pages     = {26:1--26:27},
  year      = {2014},
  url       = {https://doi.org/10.1145/2487164},
  doi       = {10.1145/2487164},
  timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tiis/RafailidisAEMD14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medi/RafailidisCM14,
  author    = {Dimitrios Rafailidis and
               Eleni Constantinou and
               Yannis Manolopoulos},
  editor    = {Yamine A{\"{\i}}t Ameur and
               Ladjel Bellatreche and
               George A. Papadopoulos},
  title     = {Scalable Spectral Clustering with Weighted PageRank},
  booktitle = {Model and Data Engineering - 4th International Conference, {MEDI}
               2014, Larnaca, Cyprus, September 24-26, 2014. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {8748},
  pages     = {289--300},
  publisher = {Springer},
  year      = {2014},
  url       = {https://doi.org/10.1007/978-3-319-11587-0\_27},
  doi       = {10.1007/978-3-319-11587-0\_27},
  timestamp = {Tue, 14 May 2019 10:00:50 +0200},
  biburl    = {https://dblp.org/rec/conf/medi/RafailidisCM14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RafailidisN14,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos},
  editor    = {Alfred Kobsa and
               Michelle X. Zhou and
               Martin Ester and
               Yehuda Koren},
  title     = {Modeling the dynamics of user preferences in coupled tensor factorization},
  booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
               City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
  pages     = {321--324},
  publisher = {{ACM}},
  year      = {2014},
  url       = {https://doi.org/10.1145/2645710.2645758},
  doi       = {10.1145/2645710.2645758},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/recsys/RafailidisN14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RafailidisMD13,
  author    = {Dimitrios Rafailidis and
               Stavroula Manolopoulou and
               Petros Daras},
  title     = {A unified framework for multimodal retrieval},
  journal   = {Pattern Recognit.},
  volume    = {46},
  number    = {12},
  pages     = {3358--3370},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.patcog.2013.05.023},
  doi       = {10.1016/j.patcog.2013.05.023},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/pr/RafailidisMD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spic/LazaridisARD13,
  author    = {Michalis Lazaridis and
               Apostolos Axenopoulos and
               Dimitrios Rafailidis and
               Petros Daras},
  title     = {Multimedia search and retrieval using multimodal annotation propagation
               and indexing techniques},
  journal   = {Signal Process. Image Commun.},
  volume    = {28},
  number    = {4},
  pages     = {351--367},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.image.2012.04.001},
  doi       = {10.1016/j.image.2012.04.001},
  timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/spic/LazaridisARD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/TiakasRDD13,
  author    = {Eleftherios Tiakas and
               Dimitrios Rafailidis and
               Anastasios Dimou and
               Petros Daras},
  title     = {{MSIDX:} Multi-Sort Indexing for Efficient Content-Based Image Search
               and Retrieval},
  journal   = {{IEEE} Trans. Multim.},
  volume    = {15},
  number    = {6},
  pages     = {1415--1430},
  year      = {2013},
  url       = {https://doi.org/10.1109/TMM.2013.2247989},
  doi       = {10.1109/TMM.2013.2247989},
  timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tmm/TiakasRDD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/RafailidisD13,
  author    = {Dimitrios Rafailidis and
               Petros Daras},
  title     = {The {TFC} Model: Tensor Factorization and Tag Clustering for Item
               Recommendation in Social Tagging Systems},
  journal   = {{IEEE} Trans. Syst. Man Cybern. Syst.},
  volume    = {43},
  number    = {3},
  pages     = {673--688},
  year      = {2013},
  url       = {https://doi.org/10.1109/TSMCA.2012.2208186},
  doi       = {10.1109/TSMCA.2012.2208186},
  timestamp = {Wed, 20 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tsmc/RafailidisD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/RafailidisSLSD13,
  author    = {Dimitrios Rafailidis and
               Theodoros Semertzidis and
               Michalis Lazaridis and
               Michael G. Strintzis and
               Petros Daras},
  editor    = {Martha A. Larson and
               Xavier Anguera and
               Timo Reuter and
               Gareth J. F. Jones and
               Bogdan Ionescu and
               Markus Schedl and
               Tomas Piatrik and
               Claudia Hauff and
               Mohammad Soleymani},
  title     = {A Data-Driven Approach for Social Event Detection},
  booktitle = {Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, Barcelona,
               Spain, October 18-19, 2013},
  series    = {{CEUR} Workshop Proceedings},
  volume    = {1043},
  publisher = {CEUR-WS.org},
  year      = {2013},
  url       = {http://ceur-ws.org/Vol-1043/mediaeval2013\_submission\_8.pdf},
  timestamp = {Wed, 12 Feb 2020 16:44:32 +0100},
  biburl    = {https://dblp.org/rec/conf/mediaeval/RafailidisSLSD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirtschaftsinformatik/NanopoulosRK13,
  author    = {Alexandros Nanopoulos and
               Dimitrios Rafailidis and
               Ioannis Karydis},
  title     = {Matrix Factorization with Content Relationships for Media Personalization},
  booktitle = {11. Internationale Tagung Wirtschaftsinformatik, Leipzig, Germany,
               February 27 -- March 1, 2013},
  pages     = {6},
  year      = {2013},
  url       = {http://aisel.aisnet.org/wi2013/6},
  timestamp = {Fri, 10 May 2013 20:30:17 +0200},
  biburl    = {https://dblp.org/rec/conf/wirtschaftsinformatik/NanopoulosRK13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/SemertzidisRTSD13,
  author    = {Theodoros Semertzidis and
               Dimitrios Rafailidis and
               Eleftherios Tiakas and
               Michael G. Strintzis and
               Petros Daras},
  editor    = {Naeem Ramzan and
               Roelof van Zwol and
               Jong{-}Seok Lee and
               Kai Cl{\"{u}}ver and
               Xian{-}Sheng Hua},
  title     = {Multimedia Indexing, Search, and Retrieval in Large Databases of Social
               Networks},
  booktitle = {Social Media Retrieval},
  series    = {Computer Communications and Networks},
  pages     = {43--63},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-1-4471-4555-4\_3},
  doi       = {10.1007/978-1-4471-4555-4\_3},
  timestamp = {Fri, 09 Apr 2021 18:18:56 +0200},
  biburl    = {https://dblp.org/rec/series/ccn/SemertzidisRTSD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/RafailidisNM11,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos and
               Yannis Manolopoulos},
  title     = {Nonlinear dimensionality reduction for efficient and effective audio
               similarity searching},
  journal   = {Multim. Tools Appl.},
  volume    = {51},
  number    = {3},
  pages     = {881--895},
  year      = {2011},
  url       = {https://doi.org/10.1007/s11042-009-0420-7},
  doi       = {10.1007/s11042-009-0420-7},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/mta/RafailidisNM11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmdem/RafailidisNM10,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos and
               Yannis Manolopoulos},
  title     = {Building Tag-Aware Groups for Music High-Order Ranking and Topic Discovery},
  journal   = {Int. J. Multim. Data Eng. Manag.},
  volume    = {1},
  number    = {3},
  pages     = {1--18},
  year      = {2010},
  url       = {https://doi.org/10.4018/jmdem.2010070101},
  doi       = {10.4018/jmdem.2010070101},
  timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijmdem/RafailidisNM10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/NanopoulosRSM10,
  author    = {Alexandros Nanopoulos and
               Dimitrios Rafailidis and
               Panagiotis Symeonidis and
               Yannis Manolopoulos},
  title     = {MusicBox: Personalized Music Recommendation Based on Cubic Analysis
               of Social Tags},
  journal   = {{IEEE} Trans. Speech Audio Process.},
  volume    = {18},
  number    = {2},
  pages     = {407--412},
  year      = {2010},
  url       = {https://doi.org/10.1109/TASL.2009.2033973},
  doi       = {10.1109/TASL.2009.2033973},
  timestamp = {Sun, 17 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/taslp/NanopoulosRSM10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/NanopoulosRRM09,
  author    = {Alexandros Nanopoulos and
               Dimitrios Rafailidis and
               Maria M. Ruxanda and
               Yannis Manolopoulos},
  title     = {Music search engines: Specifications and challenges},
  journal   = {Inf. Process. Manag.},
  volume    = {45},
  number    = {3},
  pages     = {392--396},
  year      = {2009},
  url       = {https://doi.org/10.1016/j.ipm.2009.02.002},
  doi       = {10.1016/j.ipm.2009.02.002},
  timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ipm/NanopoulosRRM09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/RafailidisNMC08,
  author    = {Dimitrios Rafailidis and
               Alexandros Nanopoulos and
               Yannis Manolopoulos and
               Emilios Cambouropoulos},
  editor    = {Juan Pablo Bello and
               Elaine Chew and
               Douglas Turnbull},
  title     = {Detection of Stream Segments in Symbolic Musical Data},
  booktitle = {{ISMIR} 2008, 9th International Conference on Music Information Retrieval,
               Drexel University, Philadelphia, PA, USA, September 14-18, 2008},
  pages     = {83--88},
  year      = {2008},
  url       = {http://ismir2008.ismir.net/papers/ISMIR2008\_163.pdf},
  timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/ismir/RafailidisNMC08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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