Paul Boniol

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Multivariate Time Series

Anomaly Detection

Benchmark Suite

Anomalous Behavior

Top Venues

Proc. VLDB Endow.

Publications

Sylvain W. Combettes, Paul Boniol, Antoine Mazarguil, Danping Wang, Diego Vaquero-Ramos, Marion Chauveau, Laurent Oudre, Nicolas Vayatis, Pierre-Paul Vidal, Alexandra Roren, Marie-Martine Lefèvre-Colau
Arm-CODA: A Data Set of Upper-limb Human Movement During Routine Examination. Image Process. Line 14 (2024)
Sylvain W. Combettes, Paul Boniol, Charles Truong, Laurent Oudre
dsymb Playground: An Interactive Tool to Explore Large Multivariate Time Series Datasets. ICDE (2024)
Paul Boniol, John Paparrizos, Themis Palpanas
An Interactive Dive into Time-Series Anomaly Detection. ICDE (2024)
Paul Boniol, Emmanouil Sylligardos, John Paparrizos, Panos E. Trahanias, Themis Palpanas
ADecimo: Model Selection for Time Series Anomaly Detection. ICDE (2024)
Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas
Appliance Detection Using Very Low-Frequency Smart Meter Time Series. CoRR (2023)
Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas, Mohammed Meftah, Emmanuel Remy
Correction to: Unsupervised and scalable subsequence anomaly detection in large data series. VLDB J. 32 (2) (2023)
Emmanouil Sylligardos, Paul Boniol, John Paparrizos, Panos E. Trahanias, Themis Palpanas
Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series. Proc. VLDB Endow. 16 (11) (2023)
Paul Boniol, John Paparizzos, Themis Palpanas
New Trends in Time Series Anomaly Detection. EDBT (2023)
Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas
Appliance Detection Using Very Low-Frequency Smart Meter Time Series. e-Energy (2023)
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. Proc. VLDB Endow. 15 (11) (2022)
Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
Theseus: Navigating the Labyrinth of Time-Series Anomaly Detection. Proc. VLDB Endow. 15 (12) (2022)
Paul Boniol, Themis Palpanas
Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series. CoRR (2022)
Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification. SIGMOD Conference (2022)
Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification. CoRR (2022)
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. Proc. VLDB Endow. 15 (8) (2022)
Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas, Mohammed Meftah, Emmanuel Remy
Unsupervised and scalable subsequence anomaly detection in large data series. VLDB J. 30 (6) (2021)
Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin
SAND in Action: Subsequence Anomaly Detection for Streams. Proc. VLDB Endow. 14 (12) (2021)
Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin
SAND: Streaming Subsequence Anomaly Detection. Proc. VLDB Endow. 14 (10) (2021)
Paul Boniol, Themis Palpanas
Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series. Proc. VLDB Endow. 13 (11) (2020)
Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas
SAD: An Unsupervised System for Subsequence Anomaly Detection. ICDE (2020)
Paul Boniol
Unsupervised Subsequence Anomaly Detection in Large Sequences. PhD@VLDB (2020)
Paul Boniol, Themis Palpanas, Mohammed Meftah, Emmanuel Remy
GraphAn: Graph-based Subsequence Anomaly Detection. Proc. VLDB Endow. 13 (12) (2020)
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. CoRR (2020)
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@KDD (2020)
Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas
Automated Anomaly Detection in Large Sequences. ICDE (2020)