10 citations · 15 across the 4 of their papers we have counts for
4 papers
Disjoint or Overlapping? Inference Windowing for Reconstruction-Based Time Series Anomaly Detection
Guillaume Coulaud, Reza Akbarinia, Florent Masseglia
Reconstruction-based methods are widely used for time series anomaly detection, where models are trained to reconstruct subsequences, and anomalies are identified through reconstru…
SoftED: Metrics for Soft Evaluation of Time Series Event Detection
Rebecca Salles, Janio Lima, Michel Reis +8
Time series event detection methods are evaluated mainly by standard classification metrics that focus solely on detection accuracy. However, inaccuracy in detecting an event can o…
Feedback Clustering for Online Travel Agencies Searches: a Case Study
Sara Scaramuccia, Simon Nanty, Florent Masseglia
Understanding choices performed by online customers is a growing need in the travel industry. In many practical situations, the only available information is the flight search quer…
A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources
Mohamed Reda Bouadjenek, Esther Pacitti, Maximilien Servajean +2
Collaborative Filtering (CF) is one of the most commonly used recommendation methods. CF consists in predicting whether, or how much, a user will like (or dislike) an item by lever…