1 code implementation • 10 May 2023 • Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas
This paper presents an in-depth evaluation and comparison of state-of-the-art time series classifiers applied to detecting the presence/absence of diverse appliances in very low-frequency smart meter data.
no code implementations • 25 Jul 2022 • Paul Boniol, Themis Palpanas
Subsequence anomaly detection in long sequences is an important problem with applications in a wide range of domains.
1 code implementation • 25 Jul 2022 • Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas
Convolutional neural networks perform well for the data series classification task; though, the explanations provided by this type of algorithm are poor for the specific case of multivariate data series.
no code implementations • 11 Jun 2020 • Paul Boniol, George Panagopoulos, Christos Xypolopoulos, Rajaa El Hamdani, David Restrepo Amariles, Michalis Vazirgiannis
Artificial Intelligence techniques are already popular and important in the legal domain.