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ORCIDBibTeX records: Michail Vlachos
@article{DBLP:journals/sncs/SchneiderMV24,
author = {Johannes Schneider and
Christian Meske and
Michalis Vlachos},
title = {Deceptive {XAI:} Typology, Creation and Detection},
journal = {{SN} Comput. Sci.},
volume = {5},
number = {1},
pages = {81},
year = {2024},
url = {https://doi.org/10.1007/s42979-023-02401-z},
doi = {10.1007/S42979-023-02401-Z},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sncs/SchneiderMV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/0002V24,
author = {Johannes Schneider and
Michalis Vlachos},
editor = {Ana Paula Rocha and
Luc Steels and
H. Jaap van den Herik},
title = {A Survey of Deep Learning: From Activations to Transformers},
booktitle = {Proceedings of the 16th International Conference on Agents and Artificial
Intelligence, {ICAART} 2024, Volume 2, Rome, Italy, February 24-26,
2024},
pages = {419--430},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012404300003636},
doi = {10.5220/0012404300003636},
timestamp = {Thu, 04 Apr 2024 15:54:27 +0200},
biburl = {https://dblp.org/rec/conf/icaart/0002V24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchneiderV23,
author = {Johannes Schneider and
Michalis Vlachos},
title = {Explaining classifiers by constructing familiar concepts},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4167--4200},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06157-0},
doi = {10.1007/S10994-022-06157-0},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchneiderV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/AliannejadiAFFGKLTVV23,
author = {Mohammad Aliannejadi and
Avi Arampatzis and
Guglielmo Faggioli and
Nicola Ferro and
Anastasia Giachanou and
Evangelos Kanoulas and
Dan Li and
Theodora Tsikrika and
Michalis Vlachos and
Stefanos Vrochidis},
title = {Report on the 14th Conference and Labs of the Evaluation Forum {(CLEF}
2023): Experimental {IR} Meets Multilinguality, Multimodality, and
Interaction},
journal = {{SIGIR} Forum},
volume = {57},
number = {2},
pages = {16:1--16:16},
year = {2023},
url = {https://doi.org/10.1145/3642979.3642998},
doi = {10.1145/3642979.3642998},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/AliannejadiAFFGKLTVV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FrerisAV23,
author = {Nikolaos M. Freris and
Ahmad Ajalloeian and
Michalis Vlachos},
title = {Interpretable Embedding and Visualization of Compressed Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {2},
pages = {22:1--22:22},
year = {2023},
url = {https://doi.org/10.1145/3537901},
doi = {10.1145/3537901},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/FrerisAV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AjalloeianMVF23,
author = {Ahmad Ajalloeian and
Seyed{-}Mohsen Moosavi{-}Dezfooli and
Michalis Vlachos and
Pascal Frossard},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Sparse Attacks for Manipulating Explanations in Deep Neural Network
Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {918--923},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00101},
doi = {10.1109/ICDM58522.2023.00101},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AjalloeianMVF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/clef/2023w,
editor = {Mohammad Aliannejadi and
Guglielmo Faggioli and
Nicola Ferro and
Michalis Vlachos},
title = {Working Notes of the Conference and Labs of the Evaluation Forum {(CLEF}
2023), Thessaloniki, Greece, September 18th to 21st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3497},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3497},
urn = {urn:nbn:de:0074-3497-0},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/2023w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/clef/2023,
editor = {Avi Arampatzis and
Evangelos Kanoulas and
Theodora Tsikrika and
Stefanos Vrochidis and
Anastasia Giachanou and
Dan Li and
Mohammad Aliannejadi and
Michalis Vlachos and
Guglielmo Faggioli and
Nicola Ferro},
title = {Experimental {IR} Meets Multilinguality, Multimodality, and Interaction
- 14th International Conference of the {CLEF} Association, {CLEF}
2023, Thessaloniki, Greece, September 18-21, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42448-9},
doi = {10.1007/978-3-031-42448-9},
isbn = {978-3-031-42447-2},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00722,
author = {Johannes Schneider and
Michalis Vlachos},
title = {A Survey of Deep Learning: From Activations to Transformers},
journal = {CoRR},
volume = {abs/2302.00722},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00722},
doi = {10.48550/ARXIV.2302.00722},
eprinttype = {arXiv},
eprint = {2302.00722},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05142,
author = {Michalis Vlachos and
Mircea Lungu and
Yash Raj Shrestha and
Johannes{-}Rudolf David},
title = {Large Language Models for Difficulty Estimation of Foreign Language
Content with Application to Language Learning},
journal = {CoRR},
volume = {abs/2309.05142},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05142},
doi = {10.48550/ARXIV.2309.05142},
eprinttype = {arXiv},
eprint = {2309.05142},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11508,
author = {Johannes Schneider and
Bernd Schenk and
Christina Niklaus and
Michalis Vlachos},
title = {Towards LLM-based Autograding for Short Textual Answers},
journal = {CoRR},
volume = {abs/2309.11508},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11508},
doi = {10.48550/ARXIV.2309.11508},
eprinttype = {arXiv},
eprint = {2309.11508},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AjalloeianMVF22,
author = {Ahmad Ajalloeian and
Seyed{-}Mohsen Moosavi{-}Dezfooli and
Michalis Vlachos and
Pascal Frossard},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {On Smoothed Explanations: Quality and Robustness},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {15--25},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557409},
doi = {10.1145/3511808.3557409},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AjalloeianMVF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AjalloeianVSS22,
author = {Ahmad Ajalloeian and
Michalis Vlachos and
Johannes Schneider and
Alexis Steinmann},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {A Case Study in Educational Recommenders: Recommending Music Partitures
at Tomplay},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2853--2862},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557111},
doi = {10.1145/3511808.3557111},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AjalloeianVSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/SchneiderMV22,
author = {Johannes Schneider and
Christian Meske and
Michalis Vlachos},
editor = {Ana Paula Rocha and
Luc Steels and
H. Jaap van den Herik},
title = {Deceptive {AI} Explanations: Creation and Detection},
booktitle = {Proceedings of the 14th International Conference on Agents and Artificial
Intelligence, {ICAART} 2022, Volume 2, Online Streaming, February
3-5, 2022},
pages = {44--55},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010768300003116},
doi = {10.5220/0010768300003116},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/SchneiderMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04109,
author = {Johannes Schneider and
Michail Vlachos},
title = {Explaining Classifiers by Constructing Familiar Concepts},
journal = {CoRR},
volume = {abs/2203.04109},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04109},
doi = {10.48550/ARXIV.2203.04109},
eprinttype = {arXiv},
eprint = {2203.04109},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SchneiderV21,
author = {Johannes Schneider and
Michalis Vlachos},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Explaining Neural Networks by Decoding Layer Activations},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {63--75},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_6},
doi = {10.1007/978-3-030-74251-5\_6},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/SchneiderV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcom/FrerisYV20,
author = {Nikolaos M. Freris and
Chuhan Yang and
Michalis Vlachos},
title = {{FIDE:} Fast and Interpretable 2D Embedding with correlation, distance,
and rank considerations},
booktitle = {6th International Conference on Big Data Computing and Communications,
{BIGCOM} 2020, Deqing, China, July 24-25, 2020},
pages = {57--65},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigCom51056.2020.00014},
doi = {10.1109/BIGCOM51056.2020.00014},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigcom/FrerisYV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FrerisVA20,
author = {Nikolaos M. Freris and
Michalis Vlachos and
Ahmad Ajalloeian},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {An Interpretable Data Embedding under Uncertain Distance Information},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {1022--1027},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00119},
doi = {10.1109/ICDM50108.2020.00119},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FrerisVA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2020,
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/xpl/conhome/9259989/proceeding},
isbn = {978-1-7281-8206-3},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07641,
author = {Johannes Schneider and
Joshua Handali and
Michalis Vlachos and
Christian Meske},
title = {Deceptive {AI} Explanations: Creation and Detection},
journal = {CoRR},
volume = {abs/2001.07641},
year = {2020},
url = {https://arxiv.org/abs/2001.07641},
eprinttype = {arXiv},
eprint = {2001.07641},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-07641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13630,
author = {Johannes Schneider and
Michalis Vlachos},
title = {Explaining Neural Networks by Decoding Layer Activations},
journal = {CoRR},
volume = {abs/2005.13630},
year = {2020},
url = {https://arxiv.org/abs/2005.13630},
eprinttype = {arXiv},
eprint = {2005.13630},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13986,
author = {Johannes Schneider and
Michalis Vlachos},
title = {Reflective-Net: Learning from Explanations},
journal = {CoRR},
volume = {abs/2011.13986},
year = {2020},
url = {https://arxiv.org/abs/2011.13986},
eprinttype = {arXiv},
eprint = {2011.13986},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/VlachosDHVPA19,
author = {Michail Vlachos and
Celestine D{\"{u}}nner and
Reinhard Heckel and
Vassilios G. Vassiliadis and
Thomas P. Parnell and
Kubilay Atasu},
title = {Addressing Interpretability and Cold-Start in Matrix Factorization
for Recommender Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1253--1266},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2829521},
doi = {10.1109/TKDE.2018.2829521},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/VlachosDHVPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FuscoVVWS19,
author = {Francesco Fusco and
Michalis Vlachos and
Vasileios Vasileiadis and
Kathrin Wardatzky and
Johannes Schneider},
editor = {Sarit Kraus},
title = {RecoNet: An Interpretable Neural Architecture for Recommender Systems},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2343--2349},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/325},
doi = {10.24963/IJCAI.2019/325},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FuscoVVWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02803,
author = {Johannes Schneider and
Michail Vlachos},
title = {Mass Personalization of Deep Learning},
journal = {CoRR},
volume = {abs/1909.02803},
year = {2019},
url = {http://arxiv.org/abs/1909.02803},
eprinttype = {arXiv},
eprint = {1909.02803},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ZouziasV18,
author = {Anastasios Zouzias and
Michail Vlachos},
editor = {Michael H. B{\"{o}}hlen and
Reinhard Pichler and
Norman May and
Erhard Rahm and
Shan{-}Hung Wu and
Katja Hose},
title = {Very-Low Random Projection Maps},
booktitle = {Proceedings of the 21st International Conference on Extending Database
Technology, {EDBT} 2018, Vienna, Austria, March 26-29, 2018},
pages = {421--424},
publisher = {OpenProceedings.org},
year = {2018},
url = {https://doi.org/10.5441/002/edbt.2018.37},
doi = {10.5441/002/EDBT.2018.37},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/ZouziasV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchneiderV18,
author = {Johannes Schneider and
Michail Vlachos},
editor = {Martin Ester and
Dino Pedreschi},
title = {Topic Modeling based on Keywords and Context},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {369--377},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.42},
doi = {10.1137/1.9781611975321.42},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SchneiderV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Vlachos18,
author = {Michail Vlachos},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Indexing and Similarity Search},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_615},
doi = {10.1007/978-1-4614-8265-9\_615},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/db/Vlachos18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ercim/AtasuVV18,
author = {Kubilay Atasu and
Vasileios Vasileiadis and
Michail Vlachos},
title = {Faster Text Similarity Using a Linear-Complexity Relaxed Word Mover's
Distance},
journal = {{ERCIM} News},
volume = {2018},
number = {112},
year = {2018},
url = {https://ercim-news.ercim.eu/en112/r-i/faster-text-similarity-using-a-linear-complexity-relaxed-word-mover-s-distance},
timestamp = {Wed, 22 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ercim/AtasuVV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SchneiderV17,
author = {Johannes Schneider and
Michail Vlachos},
title = {Scalable density-based clustering with quality guarantees using random
projections},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {972--1005},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0498-x},
doi = {10.1007/S10618-017-0498-X},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/SchneiderV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AtasuPDSPVVBL17,
author = {Kubilay Atasu and
Thomas P. Parnell and
Celestine D{\"{u}}nner and
Manolis Sifalakis and
Haralampos Pozidis and
Vasileios Vasileiadis and
Michail Vlachos and
Cesar Berrospi and
Abdel Labbi},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Linear-complexity relaxed word Mover's distance with {GPU} acceleration},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {889--896},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258005},
doi = {10.1109/BIGDATA.2017.8258005},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/AtasuPDSPVVBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HeckelVPD17,
author = {Reinhard Heckel and
Michail Vlachos and
Thomas P. Parnell and
Celestine D{\"{u}}nner},
title = {Scalable and Interpretable Product Recommendations via Overlapping
Co-Clustering},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {1033--1044},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.149},
doi = {10.1109/ICDE.2017.149},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HeckelVPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/AtasuPDVP17,
author = {Kubilay Atasu and
Thomas P. Parnell and
Celestine D{\"{u}}nner and
Michail Vlachos and
Haralampos Pozidis},
title = {High-Performance Recommender System Training Using Co-Clustering on
{CPU/GPU} Clusters},
booktitle = {46th International Conference on Parallel Processing, {ICPP} 2017,
Bristol, United Kingdom, August 14-17, 2017},
pages = {372--381},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICPP.2017.46},
doi = {10.1109/ICPP.2017.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/AtasuPDVP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeckelV17,
author = {Reinhard Heckel and
Michail Vlachos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Private and Right-Protected Big Data Publication: An Analysis},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {660--668},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.74},
doi = {10.1137/1.9781611974973.74},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeckelV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/KolliosVG17,
author = {George Kollios and
Michail Vlachos and
Dimitrios Gunopulos},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Trajectories, Discovering Similar},
booktitle = {Encyclopedia of {GIS}},
pages = {2302--2309},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1401},
doi = {10.1007/978-3-319-17885-1\_1401},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/KolliosVG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Vlachos17,
author = {Michail Vlachos},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Dimensionality Reduction},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {354--361},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_71},
doi = {10.1007/978-1-4899-7687-1\_71},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Vlachos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Vlachos17a,
author = {Michail Vlachos},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Similarity Measures},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1163--1166},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_766},
doi = {10.1007/978-1-4899-7687-1\_766},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Vlachos17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07227,
author = {Kubilay Atasu and
Thomas P. Parnell and
Celestine D{\"{u}}nner and
Manolis Sifalakis and
Haralampos Pozidis and
Vasileios Vasileiadis and
Michail Vlachos and
Cesar Berrospi and
Abdel Labbi},
title = {Linear-Complexity Relaxed Word Mover's Distance with {GPU} Acceleration},
journal = {CoRR},
volume = {abs/1711.07227},
year = {2017},
url = {http://arxiv.org/abs/1711.07227},
eprinttype = {arXiv},
eprint = {1711.07227},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/VlachosVHL16,
author = {Michail Vlachos and
Vassilios G. Vassiliadis and
Reinhard Heckel and
Abdel Labbi},
title = {Toward interpretable predictive models in {B2B} recommender systems},
journal = {{IBM} J. Res. Dev.},
volume = {60},
number = {5/6},
pages = {11:1--11:12},
year = {2016},
url = {https://doi.org/10.1147/JRD.2016.2602097},
doi = {10.1147/JRD.2016.2602097},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ibmrd/VlachosVHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelV16,
author = {Reinhard Heckel and
Michail Vlachos},
title = {Interpretable recommendations via overlapping co-clusters},
journal = {CoRR},
volume = {abs/1604.02071},
year = {2016},
url = {http://arxiv.org/abs/1604.02071},
eprinttype = {arXiv},
eprint = {1604.02071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VlachosSV15,
author = {Michail Vlachos and
Johannes Schneider and
Vassilios G. Vassiliadis},
title = {On Data Publishing with Clustering Preservation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {3},
pages = {23:1--23:30},
year = {2015},
url = {https://doi.org/10.1145/2700403},
doi = {10.1145/2700403},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/VlachosSV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/VlachosFK15,
author = {Michail Vlachos and
Nikolaos M. Freris and
Anastasios Kyrillidis},
title = {Compressive mining: fast and optimal data mining in the compressed
domain},
journal = {{VLDB} J.},
volume = {24},
number = {1},
pages = {1--24},
year = {2015},
url = {https://doi.org/10.1007/s00778-014-0360-3},
doi = {10.1007/S00778-014-0360-3},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/VlachosFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZoumpoulisVFL14,
author = {Spyros I. Zoumpoulis and
Michail Vlachos and
Nikolaos M. Freris and
Claudio Lucchese},
title = {Right-Protected Data Publishing with Provable Distance-Based Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {8},
pages = {2014--2028},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.90},
doi = {10.1109/TKDE.2013.90},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZoumpoulisVFL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZouziasVH14,
author = {Anastasios Zouzias and
Michail Vlachos and
Vagelis Hristidis},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Templated Search over Relational Databases},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {21--30},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661883},
doi = {10.1145/2661829.2661883},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZouziasVH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SchneiderBV14,
author = {Johannes Schneider and
Jasmina Bogojeska and
Michail Vlachos},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Solving Linear SVMs with Multiple 1D Projections},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {221--230},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661994},
doi = {10.1145/2661829.2661994},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SchneiderBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VlachosFMKV14,
author = {Michail Vlachos and
Francesco Fusco and
Charalampos Mavroforakis and
Anastasios Kyrillidis and
Vassilios G. Vassiliadis},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Improving Co-Cluster Quality with Application to Product Recommendations},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {679--688},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661980},
doi = {10.1145/2661829.2661980},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VlachosFMKV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/KyrillidisVZ14,
author = {Anastasios Kyrillidis and
Michail Vlachos and
Anastasios Zouzias},
title = {Approximate matrix multiplication with application to linear embeddings},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {2182--2186},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875220},
doi = {10.1109/ISIT.2014.6875220},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/KyrillidisVZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchneiderV14,
author = {Johannes Schneider and
Michail Vlachos},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {On Randomly Projected Hierarchical Clustering with Guarantees},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {407--415},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.47},
doi = {10.1137/1.9781611973440.47},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SchneiderV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchneiderV14,
author = {Johannes Schneider and
Michail Vlachos},
title = {On Randomly Projected Hierarchical Clustering with Guarantees},
journal = {CoRR},
volume = {abs/1401.5814},
year = {2014},
url = {http://arxiv.org/abs/1401.5814},
eprinttype = {arXiv},
eprint = {1401.5814},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SchneiderV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisVZ14,
author = {Anastasios Kyrillidis and
Michail Vlachos and
Anastasios Zouzias},
title = {Approximate Matrix Multiplication with Application to Linear Embeddings},
journal = {CoRR},
volume = {abs/1403.7683},
year = {2014},
url = {http://arxiv.org/abs/1403.7683},
eprinttype = {arXiv},
eprint = {1403.7683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisVZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VlachosFK14,
author = {Michail Vlachos and
Nikolaos M. Freris and
Anastasios Kyrillidis},
title = {Compressive Mining: Fast and Optimal Data Mining in the Compressed
Domain},
journal = {CoRR},
volume = {abs/1405.5873},
year = {2014},
url = {http://arxiv.org/abs/1405.5873},
eprinttype = {arXiv},
eprint = {1405.5873},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VlachosFK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivs/VlachosS13,
author = {Michail Vlachos and
Daniel Svonava},
title = {Recommendation and visualization of similar movies using minimum spanning
dendrograms},
journal = {Inf. Vis.},
volume = {12},
number = {1},
pages = {85--101},
year = {2013},
url = {https://doi.org/10.1177/1473871612439644},
doi = {10.1177/1473871612439644},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivs/VlachosS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Zeinalipour-YaztiLCVAG13,
author = {Demetrios Zeinalipour{-}Yazti and
Christos Laoudias and
Constantinos Costa and
Michail Vlachos and
Maria I. Andreou and
Dimitrios Gunopulos},
title = {Crowdsourced Trace Similarity with Smartphones},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {6},
pages = {1240--1253},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.55},
doi = {10.1109/TKDE.2012.55},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Zeinalipour-YaztiLCVAG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SchneiderV13,
author = {Johannes Schneider and
Michail Vlachos},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Fast parameterless density-based clustering via random projections},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {861--866},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505590},
doi = {10.1145/2505515.2505590},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SchneiderV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imc/FuscoVDD13,
author = {Francesco Fusco and
Michail Vlachos and
Xenofontas A. Dimitropoulos and
Luca Deri},
editor = {Konstantina Papagiannaki and
P. Krishna Gummadi and
Craig Partridge},
title = {Indexing million of packets per second using GPUs},
booktitle = {Proceedings of the 2013 Internet Measurement Conference, {IMC} 2013,
Barcelona, Spain, October 23-25, 2013},
pages = {327--332},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2504730.2504756},
doi = {10.1145/2504730.2504756},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imc/FuscoVDD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccr/FuscoDVD12,
author = {Francesco Fusco and
Xenofontas A. Dimitropoulos and
Michail Vlachos and
Luca Deri},
title = {pcapIndex: an index for network packet traces with legacy compatibility},
journal = {Comput. Commun. Rev.},
volume = {42},
number = {1},
pages = {47--53},
year = {2012},
url = {https://doi.org/10.1145/2096149.2096156},
doi = {10.1145/2096149.2096156},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ccr/FuscoDVD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/FuscoVS12,
author = {Francesco Fusco and
Michail Vlachos and
Marc Ph. Stoecklin},
title = {Real-time creation of bitmap indexes on streaming network data},
journal = {{VLDB} J.},
volume = {21},
number = {3},
pages = {287--307},
year = {2012},
url = {https://doi.org/10.1007/s00778-011-0242-x},
doi = {10.1007/S00778-011-0242-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/FuscoVS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VlachosWS12,
author = {Michail Vlachos and
Aleksander Wieczorek and
Johannes Schneider},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Right-protected data publishing with hierarchical clustering preservation},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {654--663},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396845},
doi = {10.1145/2396761.2396845},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/VlachosWS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LappasV12,
author = {Theodoros Lappas and
Michail Vlachos},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Customizing search results for non-native speakers},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {1829--1833},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398526},
doi = {10.1145/2396761.2398526},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LappasV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imc/FuscoVD12,
author = {Francesco Fusco and
Michail Vlachos and
Xenofontas A. Dimitropoulos},
editor = {John W. Byers and
Jim Kurose and
Ratul Mahajan and
Alex C. Snoeren},
title = {RasterZip: compressing network monitoring data with support for partial
decompression},
booktitle = {Proceedings of the 12th {ACM} {SIGCOMM} Internet Measurement Conference,
{IMC} '12, Boston, MA, USA, November 14-16, 2012},
pages = {51--64},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2398776.2398783},
doi = {10.1145/2398776.2398783},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imc/FuscoVD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZouziasVF12,
author = {Anastasios Zouzias and
Michail Vlachos and
Nikolaos M. Freris},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {591--603},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_49},
doi = {10.1007/978-3-642-30217-6\_49},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZouziasVF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FrerisVT12,
author = {Nikolaos M. Freris and
Michail Vlachos and
Deepak S. Turaga},
title = {Cluster-Aware Compression with Provable K-means Preservation},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {82--93},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.8},
doi = {10.1137/1.9781611972825.8},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FrerisVT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FrerisVK12,
author = {Nikolaos M. Freris and
Michail Vlachos and
Suleyman Serdar Kozat},
title = {Optimal Distance Estimation Between Compressed Data Series},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {343--354},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.30},
doi = {10.1137/1.9781611972825.30},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FrerisVK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/FuscoSV10,
author = {Francesco Fusco and
Marc Ph. Stoecklin and
Michail Vlachos},
title = {Net-Fli: On-the-fly Compression, Archiving and Indexing of Streaming
Network Traffic},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {2},
pages = {1382--1393},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/I01.pdf},
doi = {10.14778/1920841.1921011},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/FuscoSV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/VlachosKY10,
author = {Michail Vlachos and
Suleyman Serdar Kozat and
Philip S. Yu},
title = {Optimal distance bounds for fast search on compressed time-series
query logs},
journal = {{ACM} Trans. Web},
volume = {4},
number = {2},
pages = {6:1--6:28},
year = {2010},
url = {https://doi.org/10.1145/1734200.1734203},
doi = {10.1145/1734200.1734203},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/VlachosKY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LuccheseVRY10,
author = {Claudio Lucchese and
Michail Vlachos and
Deepak Rajan and
Philip S. Yu},
title = {Rights protection of trajectory datasets with nearest-neighbor preservation},
journal = {{VLDB} J.},
volume = {19},
number = {4},
pages = {531--556},
year = {2010},
url = {https://doi.org/10.1007/s00778-010-0178-6},
doi = {10.1007/S00778-010-0178-6},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/LuccheseVRY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/HuynhVR10,
author = {Tien Huynh and
Michail Vlachos and
Isidore Rigoutsos},
editor = {Ioana Manolescu and
Stefano Spaccapietra and
Jens Teubner and
Masaru Kitsuregawa and
Alain L{\'{e}}ger and
Felix Naumann and
Anastasia Ailamaki and
Fatma {\"{O}}zcan},
title = {Anchoring millions of distinct reads on the human genome within seconds},
booktitle = {{EDBT} 2010, 13th International Conference on Extending Database Technology,
Lausanne, Switzerland, March 22-26, 2010, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {426},
pages = {252--262},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1739041.1739074},
doi = {10.1145/1739041.1739074},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/HuynhVR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SvonavaV10,
author = {Daniel Svonava and
Michail Vlachos},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Visualizing Graphs Using Minimum Spanning Dendrograms},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1073--1078},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.71},
doi = {10.1109/ICDM.2010.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SvonavaV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/RatanamahatanaLGKVD10,
author = {Chotirat Ann Ratanamahatana and
Jessica Lin and
Dimitrios Gunopulos and
Eamonn J. Keogh and
Michail Vlachos and
Gautam Das},
editor = {Oded Maimon and
Lior Rokach},
title = {Mining Time Series Data},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {1049--1077},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_56},
doi = {10.1007/978-0-387-09823-4\_56},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/RatanamahatanaLGKVD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Vlachos10,
author = {Michail Vlachos},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Dimensionality Reduction},
booktitle = {Encyclopedia of Machine Learning},
pages = {274--279},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_216},
doi = {10.1007/978-0-387-30164-8\_216},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Vlachos10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Vlachos10a,
author = {Michail Vlachos},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Similarity Measures},
booktitle = {Encyclopedia of Machine Learning},
pages = {903--906},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_760},
doi = {10.1007/978-0-387-30164-8\_760},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Vlachos10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/Zeinalipour-YaztiVKGTVKS09,
author = {Demetrios Zeinalipour{-}Yazti and
Zografoula Vagena and
Vana Kalogeraki and
Dimitrios Gunopulos and
Vassilis J. Tsotras and
Michail Vlachos and
Nick Koudas and
Divesh Srivastava},
title = {Finding the {K} highest-ranked answers in a distributed network},
journal = {Comput. Networks},
volume = {53},
number = {9},
pages = {1431--1449},
year = {2009},
url = {https://doi.org/10.1016/j.comnet.2009.01.008},
doi = {10.1016/J.COMNET.2009.01.008},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/Zeinalipour-YaztiVKGTVKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HristidisVVY09,
author = {Vagelis Hristidis and
Oscar Valdivia and
Michail Vlachos and
Philip S. Yu},
title = {Information discovery across multiple streams},
journal = {Inf. Sci.},
volume = {179},
number = {19},
pages = {3268--3285},
year = {2009},
url = {https://doi.org/10.1016/j.ins.2009.06.008},
doi = {10.1016/J.INS.2009.06.008},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HristidisVVY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/KozatVLHY09,
author = {Suleyman Serdar Kozat and
Michail Vlachos and
Claudio Lucchese and
Helga Van Herle and
Philip S. Yu},
title = {Embedding and Retrieving Private Metadata in Electrocardiograms},
journal = {J. Medical Syst.},
volume = {33},
number = {4},
pages = {241--259},
year = {2009},
url = {https://doi.org/10.1007/s10916-008-9185-1},
doi = {10.1007/S10916-008-9185-1},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/KozatVLHY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/VlachosAVY09,
author = {Michail Vlachos and
Aris Anagnostopoulos and
Olivier Verscheure and
Philip S. Yu},
title = {Online pairing of VoIP conversations},
journal = {{VLDB} J.},
volume = {18},
number = {1},
pages = {77--98},
year = {2009},
url = {https://doi.org/10.1007/s00778-007-0087-5},
doi = {10.1007/S00778-007-0087-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/VlachosAVY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/KeoghWXVLP09,
author = {Eamonn J. Keogh and
Li Wei and
Xiaopeng Xi and
Michail Vlachos and
Sang{-}Hee Lee and
Pavlos Protopapas},
title = {Supporting exact indexing of arbitrarily rotated shapes and periodic
time series under Euclidean and warping distance measures},
journal = {{VLDB} J.},
volume = {18},
number = {3},
pages = {611--630},
year = {2009},
url = {https://doi.org/10.1007/s00778-008-0111-4},
doi = {10.1007/S00778-008-0111-4},
timestamp = {Tue, 14 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/KeoghWXVLP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TuragaVV09,
author = {Deepak S. Turaga and
Michail Vlachos and
Olivier Verscheure},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {On K-Means Cluster Preservation Using Quantization Schemes},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {533--542},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.12},
doi = {10.1109/ICDM.2009.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TuragaVV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VlachosKY09,
author = {Michail Vlachos and
Suleyman Serdar Kozat and
Philip S. Yu},
title = {Optimal Distance Bounds on Time-Series Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {109--120},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.10},
doi = {10.1137/1.9781611972795.10},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VlachosKY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Vlachos09,
author = {Michail Vlachos},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Indexing and Similarity Search},
booktitle = {Encyclopedia of Database Systems},
pages = {1438--1442},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_615},
doi = {10.1007/978-0-387-39940-9\_615},
timestamp = {Sun, 02 Jun 2019 21:10:27 +0200},
biburl = {https://dblp.org/rec/reference/db/Vlachos09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/VlachosWCY08,
author = {Michail Vlachos and
Kun{-}Lung Wu and
Shyh{-}Kwei Chen and
Philip S. Yu},
title = {Correlating burst events on streaming stock market data},
journal = {Data Min. Knowl. Discov.},
volume = {16},
number = {1},
pages = {109--133},
year = {2008},
url = {https://doi.org/10.1007/s10618-007-0066-x},
doi = {10.1007/S10618-007-0066-X},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/VlachosWCY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PalpanasVKG08,
author = {Themis Palpanas and
Michail Vlachos and
Eamonn J. Keogh and
Dimitrios Gunopulos},
title = {Streaming Time Series Summarization Using User-Defined Amnesic Functions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {7},
pages = {992--1006},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2007.190737},
doi = {10.1109/TKDE.2007.190737},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PalpanasVKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/VlachosLRY08,
author = {Michail Vlachos and
Claudio Lucchese and
Deepak Rajan and
Philip S. Yu},
editor = {Alfons Kemper and
Patrick Valduriez and
Noureddine Mouaddib and
Jens Teubner and
Mokrane Bouzeghoub and
Volker Markl and
Laurent Amsaleg and
Ioana Manolescu},
title = {Ownership protection of shape datasets with geodesic distance preservation},
booktitle = {{EDBT} 2008, 11th International Conference on Extending Database Technology,
Nantes, France, March 25-29, 2008, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {261},
pages = {276--286},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1353343.1353379},
doi = {10.1145/1353343.1353379},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/VlachosLRY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LuccheseVRY08,
author = {Claudio Lucchese and
Michail Vlachos and
Deepak Rajan and
Philip S. Yu},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Rights Protection of Trajectory Datasets},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {1349--1351},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497552},
doi = {10.1109/ICDE.2008.4497552},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LuccheseVRY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/KolliosVG08,
author = {George Kollios and
Michail Vlachos and
Dimitrios Gunopulos},
editor = {Shashi Shekhar and
Hui Xiong},
title = {Trajectories, Discovering Similar},
booktitle = {Encyclopedia of {GIS}},
pages = {1168--1173},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-35973-1\_1401},
doi = {10.1007/978-0-387-35973-1\_1401},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/KolliosVG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoZYBVTKYZATDG07,
author = {Longbing Cao and
Chengqi Zhang and
Qiang Yang and
David A. Bell and
Michail Vlachos and
Bahar Taneri and
Eamonn J. Keogh and
Philip S. Yu and
Ning Zhong and
Mafruz Zaman Ashrafi and
David Taniar and
Eugene Dubossarsky and
Warwick Graco},
title = {Domain-Driven, Actionable Knowledge Discovery},
journal = {{IEEE} Intell. Syst.},
volume = {22},
number = {4},
pages = {78--88},
year = {2007},
url = {https://doi.org/10.1109/MIS.2007.67},
doi = {10.1109/MIS.2007.67},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CaoZYBVTKYZATDG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IdePV07,
author = {Tsuyoshi Id{\'{e}} and
Spiros Papadimitriou and
Michail Vlachos},
title = {Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {523--528},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.12},
doi = {10.1109/ICDM.2007.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/IdePV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VlachosTKY07,
author = {Michail Vlachos and
Bahar Taneri and
Eamonn J. Keogh and
Philip S. Yu},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Visual Exploration of Genomic Data},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {613--620},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_65},
doi = {10.1007/978-3-540-74976-9\_65},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VlachosTKY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HristidisVVY07,
author = {Vagelis Hristidis and
Oscar Valdivia and
Michail Vlachos and
Philip S. Yu},
title = {A System for Keyword Search on Textual Streams},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {503--508},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.52},
doi = {10.1137/1.9781611972771.52},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HristidisVVY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/VlachosYCM06,
author = {Michail Vlachos and
Philip S. Yu and
Vittorio Castelli and
Christopher Meek},
title = {Structural Periodic Measures for Time-Series Data},
journal = {Data Min. Knowl. Discov.},
volume = {12},
number = {1},
pages = {1--28},
year = {2006},
url = {https://doi.org/10.1007/s10618-005-0016-4},
doi = {10.1007/S10618-005-0016-4},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/VlachosYCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/VlachosHGK06,
author = {Michail Vlachos and
Marios Hadjieleftheriou and
Dimitrios Gunopulos and
Eamonn J. Keogh},
title = {Indexing Multidimensional Time-Series},
journal = {{VLDB} J.},
volume = {15},
number = {1},
pages = {1--20},
year = {2006},
url = {https://doi.org/10.1007/s00778-004-0144-2},
doi = {10.1007/S00778-004-0144-2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/VlachosHGK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HristidisVVY06,
author = {Vagelis Hristidis and
Oscar Valdivia and
Michail Vlachos and
Philip S. Yu},
editor = {Philip S. Yu and
Vassilis J. Tsotras and
Edward A. Fox and
Bing Liu},
title = {Continuous keyword search on multiple text streams},
booktitle = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Arlington, Virginia, USA, November 6-11,
2006},
pages = {802--803},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1183614.1183738},
doi = {10.1145/1183614.1183738},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/HristidisVVY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/VlachosTY06,
author = {Michail Vlachos and
Deepak S. Turaga and
Philip S. Yu},
editor = {Yannis E. Ioannidis and
Marc H. Scholl and
Joachim W. Schmidt and
Florian Matthes and
Michael Hatzopoulos and
Klemens B{\"{o}}hm and
Alfons Kemper and
Torsten Grust and
Christian B{\"{o}}hm},
title = {Resource Adaptive Periodicity Estimation of Streaming Data},
booktitle = {Advances in Database Technology - {EDBT} 2006, 10th International
Conference on Extending Database Technology, Munich, Germany, March
26-31, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3896},
pages = {23--40},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11687238\_5},
doi = {10.1007/11687238\_5},
timestamp = {Tue, 30 Jan 2024 13:00:56 +0100},
biburl = {https://dblp.org/rec/conf/edbt/VlachosTY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TuragaVPY06,
author = {Deepak S. Turaga and
Michail Vlachos and
Spiros Papadimitriou and
Philip S. Yu},
title = {Slide: Streaming and Load-Adaptive Periodicity Estimation},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {1000--1003},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660825},
doi = {10.1109/ICASSP.2006.1660825},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TuragaVPY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VerscheureVAFBY06,
author = {Olivier Verscheure and
Michail Vlachos and
Aris Anagnostopoulos and
Pascal Frossard and
Eric Bouillet and
Philip S. Yu},
title = {Finding "Who Is Talking to Whom" in VoIP Networks via Progressive
Stream Clustering},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {667--677},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.72},
doi = {10.1109/ICDM.2006.72},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/VerscheureVAFBY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AnagnostopoulosVHKY06,
author = {Aris Anagnostopoulos and
Michail Vlachos and
Marios Hadjieleftheriou and
Eamonn J. Keogh and
Philip S. Yu},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Global distance-based segmentation of trajectories},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {34--43},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150411},
doi = {10.1145/1150402.1150411},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AnagnostopoulosVHKY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/HalkidiKGPZV06,
author = {Maria Halkidi and
Vana Kalogeraki and
Dimitrios Gunopulos and
Dimitris Papadopoulos and
Demetrios Zeinalipour{-}Yazti and
Michail Vlachos},
title = {Efficient Online State Tracking Using Sensor Networks},
booktitle = {7th International Conference on Mobile Data Management {(MDM} 2006),
Nara, Japan, May 9-13, 2006},
pages = {24},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/MDM.2006.80},
doi = {10.1109/MDM.2006.80},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/HalkidiKGPZV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VlachosPVY06,
author = {Michail Vlachos and
Spiros Papadimitriou and
Zografoula Vagena and
Philip S. Yu},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {{RIVA:} Indexing and Visualization of High-Dimensional Data Via Dimension
Reorderings},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {407--420},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_39},
doi = {10.1007/11871637\_39},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VlachosPVY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/KeoghWXLV06,
author = {Eamonn J. Keogh and
Li Wei and
Xiaopeng Xi and
Sang{-}Hee Lee and
Michail Vlachos},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {LB{\_}Keogh Supports Exact Indexing of Shapes under Rotation Invariance
with Arbitrary Representations and Distance Measures},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {882--893},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164203},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/KeoghWXLV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VlachosKG05,
author = {Michail Vlachos and
George Kollios and
Dimitrios Gunopulos},
title = {Elastic Translation Invariant Matching of Trajectories},
journal = {Mach. Learn.},
volume = {58},
number = {2-3},
pages = {301--334},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-5830-9},
doi = {10.1007/S10994-005-5830-9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/VlachosKG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VlachosVYA05,
author = {Michail Vlachos and
Zografoula Vagena and
Philip S. Yu and
Vassilis Athitsos},
editor = {Otthein Herzog and
Hans{-}J{\"{o}}rg Schek and
Norbert Fuhr and
Abdur Chowdhury and
Wilfried Teiken},
title = {Rotation invariant indexing of shapes and line drawings},
booktitle = {Proceedings of the 2005 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Bremen, Germany, October 31 - November 5,
2005},
pages = {131--138},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1099554.1099580},
doi = {10.1145/1099554.1099580},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/VlachosVYA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmsn/Zeinalipour-YaztiVGKTVKS05,
author = {Demetrios Zeinalipour{-}Yazti and
Zografoula Vagena and
Dimitrios Gunopulos and
Vana Kalogeraki and
Vassilis J. Tsotras and
Michail Vlachos and
Nick Koudas and
Divesh Srivastava},
editor = {Alexandros Labrinidis and
Samuel Madden},
title = {The threshold join algorithm for top-k queries in distributed sensor
networks},
booktitle = {Proceedings of the 2nd Workshop on Data Management for Sensor Networks,
in conjunction with VLDB, {DMSN} 2005, Trondheim, Norway, August 30,
2005},
series = {{ACM} International Conference Proceeding Series},
volume = {96},
pages = {61--66},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1080885.1080896},
doi = {10.1145/1080885.1080896},
timestamp = {Tue, 08 Aug 2023 10:54:18 +0200},
biburl = {https://dblp.org/rec/conf/dmsn/Zeinalipour-YaztiVGKTVKS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LinVKGLYL05,
author = {Jessica Lin and
Michail Vlachos and
Eamonn J. Keogh and
Dimitrios Gunopulos and
Jian{-}Wei Liu and
Shou{-}Jian Yu and
Jia{-}Jin Le},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors
Search for Time-Series Data Streams},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {333--342},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_40},
doi = {10.1007/11430919\_40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LinVKGLYL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VlachosVCY05,
author = {Michail Vlachos and
Zografoula Vagena and
Vittorio Castelli and
Philip S. Yu},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {A Multi-metric Index for Euclidean and Periodic Matching},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {355--367},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_36},
doi = {10.1007/11564126\_36},
timestamp = {Wed, 24 Mar 2021 17:11:59 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VlachosVCY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VlachosWCY05,
author = {Michail Vlachos and
Kun{-}Lung Wu and
Shyh{-}Kwei Chen and
Philip S. Yu},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Fast Burst Correlation of Financial Data},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {368--379},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_37},
doi = {10.1007/11564126\_37},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VlachosWCY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VlachosYC05,
author = {Michail Vlachos and
Philip S. Yu and
Vittorio Castelli},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {On Periodicity Detection and Structural Periodic Similarity},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {449--460},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.40},
doi = {10.1137/1.9781611972757.40},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VlachosYC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/idea/irm2005/VlachosHKG05,
author = {Michail Vlachos and
Marios Hadjieleftheriou and
Eamonn J. Keogh and
Dimitrios Gunopulos},
editor = {Yannis Manolopoulos and
Apostolos Papadopoulos and
Michael Vassilakopoulos},
title = {Indexing Multi-Dimensional Trajectories for Similarity Queries},
booktitle = {Spatial Databases: Technologies, Techniques and Trends},
pages = {107--128},
publisher = {Idea Group},
year = {2005},
timestamp = {Tue, 14 Mar 2006 11:28:22 +0100},
biburl = {https://dblp.org/rec/books/idea/irm2005/VlachosHKG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/RatanamahatanaLGKVD05,
author = {Chotirat (Ann) Ratanamahatana and
Jessica Lin and
Dimitrios Gunopulos and
Eamonn J. Keogh and
Michail Vlachos and
Gautam Das},
editor = {Oded Maimon and
Lior Rokach},
title = {Mining Time Series Data},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {1069--1103},
publisher = {Springer},
year = {2005},
timestamp = {Thu, 17 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/datamining2005/RatanamahatanaLGKVD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LinVKG04,
author = {Jessica Lin and
Michail Vlachos and
Eamonn J. Keogh and
Dimitrios Gunopulos},
editor = {Elisa Bertino and
Stavros Christodoulakis and
Dimitris Plexousakis and
Vassilis Christophides and
Manolis Koubarakis and
Klemens B{\"{o}}hm and
Elena Ferrari},
title = {Iterative Incremental Clustering of Time Series},
booktitle = {Advances in Database Technology - {EDBT} 2004, 9th International Conference
on Extending Database Technology, Heraklion, Crete, Greece, March
14-18, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2992},
pages = {106--122},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24741-8\_8},
doi = {10.1007/978-3-540-24741-8\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LinVKG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PalpanasVKGT04,
author = {Themistoklis Palpanas and
Michail Vlachos and
Eamonn J. Keogh and
Dimitrios Gunopulos and
Wagner Truppel},
editor = {Z. Meral {\"{O}}zsoyoglu and
Stanley B. Zdonik},
title = {Online Amnesic Approximation of Streaming Time Series},
booktitle = {Proceedings of the 20th International Conference on Data Engineering,
{ICDE} 2004, 30 March - 2 April 2004, Boston, MA, {USA}},
pages = {339--349},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDE.2004.1320009},
doi = {10.1109/ICDE.2004.1320009},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PalpanasVKGT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VlachosGD04,
author = {Michail Vlachos and
Dimitrios Gunopulos and
Gautam Das},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Rotation invariant distance measures for trajectories},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {707--712},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014144},
doi = {10.1145/1014052.1014144},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VlachosGD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/VlachosMV04,
author = {Michail Vlachos and
Christopher Meek and
Zografoula Vagena and
Dimitrios Gunopulos},
editor = {Gerhard Weikum and
Arnd Christian K{\"{o}}nig and
Stefan De{\ss}loch},
title = {Identifying Similarities, Periodicities and Bursts for Online Search
Queries},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Paris, France, June 13-18, 2004},
pages = {131--142},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1007568.1007586},
doi = {10.1145/1007568.1007586},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/VlachosMV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VlachosHGK03,
author = {Michail Vlachos and
Marios Hadjieleftheriou and
Dimitrios Gunopulos and
Eamonn J. Keogh},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Indexing multi-dimensional time-series with support for multiple distance
measures},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {216--225},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956777},
doi = {10.1145/956750.956777},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/VlachosHGK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/KoudasGGSV03,
author = {Sudipto Guha and
Dimitrios Gunopulos and
Nick Koudas and
Divesh Srivastava and
Michail Vlachos},
editor = {Johann Christoph Freytag and
Peter C. Lockemann and
Serge Abiteboul and
Michael J. Carey and
Patricia G. Selinger and
Andreas Heuer},
title = {Efficient Approximation Of Optimization Queries Under Parametric Aggregation
Constraints},
booktitle = {Proceedings of 29th International Conference on Very Large Data Bases,
{VLDB} 2003, Berlin, Germany, September 9-12, 2003},
pages = {778--789},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://www.vldb.org/conf/2003/papers/S23P03.pdf},
doi = {10.1016/B978-012722442-8/50074-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/KoudasGGSV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/VlachosGK02,
author = {Michail Vlachos and
Dimitrios Gunopulos and
George Kollios},
title = {Robust Similarity Measures for Mobile Object Trajectories},
booktitle = {13th International Workshop on Database and Expert Systems Applications
{(DEXA} 2002), 2-6 September 2002, Aix-en-Provence, France},
pages = {721--728},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/DEXA.2002.1045983},
doi = {10.1109/DEXA.2002.1045983},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/VlachosGK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/VlachosGK02,
author = {Michail Vlachos and
Dimitrios Gunopulos and
George Kollios},
editor = {Rakesh Agrawal and
Klaus R. Dittrich},
title = {Discovering Similar Multidimensional Trajectories},
booktitle = {Proceedings of the 18th International Conference on Data Engineering,
San Jose, CA, USA, February 26 - March 1, 2002},
pages = {673--684},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDE.2002.994784},
doi = {10.1109/ICDE.2002.994784},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/VlachosGK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VlachosDGKK02,
author = {Michail Vlachos and
Carlotta Domeniconi and
Dimitrios Gunopulos and
George Kollios and
Nick Koudas},
title = {Non-linear dimensionality reduction techniques for classification
and visualization},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {645--651},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775143},
doi = {10.1145/775047.775143},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VlachosDGKK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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