Paul Boniol
Postdoctoral researcher at ENS Paris Saclay
Publications
Tutorials
- Paul Boniol, John Paparrizos, Themis Palpanas. New Trends in Time Series Anomaly Detection International Conference on Extending Database Technology (EDBT), Ioannina, Greece, March 2023. More info…, Slides
Journals
- Emmanouil Sylligardos, Paul Boniol, John Paparrizos, Panos Trahanias, Themis Palpanas. Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series. Proceedings of the VLDB Endowment (PVLDB) Journal, 2023. More info…
- John Paparrizos, Paul Boniol, Themis Palpanas, Ruey Tsay, Aaron J. Elmore, Michael J. Franklin. Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection. Proceedings of the VLDB Endowment (PVLDB) Journal, 2022. More info…
- Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey Tsay, Aaron J. Elmore, Michael J. Franklin. Theseus: Navigating the Labyrinth of Subsequence Anomaly Detection. Proceedings of the VLDB Endowment (PVLDB) Journal, 2022. More info…
- John Paparrizos, Yuhao Kang, Paul Boniol, Ruey S. Tsay, Themis Palpanas, Michael J. Franklin. TSB-UAD An End-to-End Benchmark Suite for Univariate Time Series Anomaly Detection. Proceedings of the VLDB Endowment (PVLDB) Journal, 2022. More info…
- Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin. SAND: Streaming Subsequence Anomaly Detection. Proceedings of the VLDB Endowment (PVLDB) Journal, 2021. More info…
- Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin. SAND in Action: Subsequence Anomaly Detection for Streams. Proceedings of the VLDB Endowment (PVLDB) Journal, 2021. More info…
- David Restrepo Armiles, Pablo Marcello Baquero, Paul Boniol, Rajaa El Hamdani, Michalis Vazirgiannis. Computional Indicators in the Legal Profession: Can Artificial Intelligence Measure Lawers’ Performance. Journal of Law, Technology and Policy, 2021. More info…
- Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas, Mohammed Meftah. Emmanuel Remy. Unsupervised and Scalable Subsequence Anomaly Detection in Large Data Series. International Journal on Very Large Data Bases (VLDBJ), 2021. More info…
- Paul Boniol, Themis Palpanas, Mohammed Meftah, Emmanuel Remy. GraphAn: Graph-based Subsequence Anomaly Detection. Proceedings of the VLDB Endowment (PVLDB) Journal, 2020. More info…
- Paul Boniol, Themis Palpanas. Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series. Proceedings of the VLDB Endowment (PVLDB) Journal 13(11), 2020. More info…
Conferences
- Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas. Appliance Detection Using Very Low-Frequency Smart Meter Time Series. ACM International Conference on Future Energy Systems (e-Energy), Orlando, FL (USA), June 2023.
- Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas. Détection d’anomalies et identification de leurs précurseurs dans des larges collections de séries temporelles - Application à un matériel de centrales EDF. In Congrès Lambda Mu 23, 2022. More info…
- Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas. dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification. In Proceedings of the 2022 International Conference on Management of Data (SIGMOD’22), 2022. More info…
- Paul Boniol, George Panagopoulos, Christos Xypolopoulos, Rajaa El Hamdani, David Restrepo Amariles, Michalis Vazirgiannis. Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France. NLLP Workshop, KDD, San Diego, CA, USA, August 2020: 11-17 More info…
- Paul Boniol (supervised by Themis Palpanas, Mohammed Meftah, Emmanuel Remy). Unsupervised Subsequence Anomaly Detection in Large Sequences. Very Large Data Bases (VLDB) PhD Workshop, Tokyo, Japan, August 2020.
- Paul Boniol, Themis Palpanas. Subsequence Anomaly Detection with Series2Graph. BDA, 2020. More info…
- Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas. Automated Anomaly Detection in Large Sequences. IEEE International Conference on Data Engineering (ICDE), Dallas, TX, USA, April 2020. More info…
- Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas. SAD: An Unsupervised System for Subsequence Anomaly Detection. IEEE International Conference on Data Engineering (ICDE), Dallas, TX, USA, April 2020. More info…
Patents
- Paul Boniol, Themis Palpanas, Mohammed Meftah, Emmanuel Remy. Determination de l’etat de sante d’un systeme a partir d’un reseau de sequences temporelles mesurees. FR2005261, 2020.
- Paul Boniol, Themis Palpanas, Michele Linardi, Federico Roncallo, Mohammed Meftah, Emmanuel Remy. Determination d’etats de sante de systemes equipes de capteurs. FR2003946, 2020.