25 citations · 53 across the 7 of their papers we have counts for
7 papers
An Explainable Machine Learning Framework for Railway Predictive Maintenance using Data Streams from the Metro Operator of Portugal
Silvia García-Méndez, Francisco de Arriba-Pérez, Fátima Leal +3
This work contributes to a real-time data-driven predictive maintenance solution for Intelligent Transportation Systems. The proposed method implements a processing pipeline compri…
Simulation, Modelling and Classification of Wiki Contributors: Spotting The Good, The Bad, and The Ugly
Silvia García Méndez, Fátima Leal, Benedita Malheiro +4
Data crowdsourcing is a data acquisition process where groups of voluntary contributors feed platforms with highly relevant data ranging from news, comments, and media to knowledge…
Explainable Predictive Maintenance
Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan +13
Explainable Artificial Intelligence (XAI) fills the role of a critical interface fostering interactions between sophisticated intelligent systems and diverse individuals, including…
Modeling Events and Interactions through Temporal Processes -- A Survey
Angelica Liguori, Luciano Caroprese, Marco Minici +5
In real-world scenario, many phenomena produce a collection of events that occur in continuous time. Point Processes provide a natural mathematical framework for modeling these seq…
A Benchmark dataset for predictive maintenance
Bruno Veloso, João Gama, Rita P. Ribeiro +1
The paper describes the MetroPT data set, an outcome of a eXplainable Predictive Maintenance (XPM) project with an urban metro public transportation service in Porto, Portugal. The…
ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling
Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber +5
Traditional text classification approaches often require a good amount of labeled data, which is difficult to obtain, especially in restricted domains or less widespread languages.…
DEBACER: a method for slicing moderated debates
Thomas Palmeira Ferraz, Alexandre Alcoforado, Enzo Bustos +6
Subjects change frequently in moderated debates with several participants, such as in parliamentary sessions, electoral debates, and trials. Partitioning a debate into blocks with…