18 citations · 55 across the 7 of their papers we have counts for
7 papers
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…
Bayesian Federated Learning: A Survey
Longbing Cao, Hui Chen, Xuhui Fan +3
Federated learning (FL) demonstrates its advantages in integrating distributed infrastructure, communication, computing and learning in a privacy-preserving manner. However, the ro…
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…
A two-stage model for dealing with temporal degradation of credit scoring
Maria Rocha Sousa, João Gama, Manuel J. Silva Gonçalves
This work is attached to the BRICS 2013 competition. We propose a two-stage model for dealing with the temporal degradation of credit scoring models. This methodology produced moti…
EigenEvent: An Algorithm for Event Detection from Complex Data Streams in Syndromic Surveillance
Hadi Fanaee-T, João Gama
Syndromic surveillance systems continuously monitor multiple pre-diagnostic daily streams of indicators from different regions with the aim of early detection of disease outbreaks.…
An eigenvector-based hotspot detection
Hadi Fanaee-T, Joao Gama
Space and time are two critical components of many real world systems. For this reason, analysis of anomalies in spatiotemporal data has been a great of interest. In this work, app…