71
TÍTULO: Predictive Maintenance, Adversarial Autoencoders and Explainability
AUTORES: Silva, Miguel E. P. ; Veloso, Bruno ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII, VOLUME: 14175
INDEXADO EM: Scopus WOS DBLP CrossRef: 4 Unpaywall
72
TÍTULO: Social network analytics and visualization: Dynamic topic-based influence analysis in evolving micro-blogs  Full Text
AUTORES: Tabassum, Shazia ; Gama, Joao ; Azevedo, Paulo J. ; Cordeiro, Mario; Martins, Carlos; Martins, Andre;
PUBLICAÇÃO: 2023, FONTE: EXPERT SYSTEMS, VOLUME: 40, NÚMERO: 5
INDEXADO EM: Scopus WOS DBLP CrossRef: 6 Unpaywall
73
TÍTULO: Study on Correlation Between Vehicle Emissions and Air Quality in Porto
AUTORES: Shaji, Nirbhaya; Andrade, Thiago ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I, VOLUME: 1752
INDEXADO EM: Scopus WOS DBLP CrossRef: 2
74
TÍTULO: Topic Model with Contextual Outlier Handling: a Study on Electronic Invoice Product Descriptions
AUTORES: Andrade, Cesar; Ribeiro, Rita P. ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115
INDEXADO EM: Scopus WOS DBLP
NO MEU: DBLP
75
TÍTULO: Towards federated learning: An overview of methods and applications  Full Text
AUTORES: Silva, Paula Raissa ; Vinagre, Joao ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 13, NÚMERO: 2
INDEXADO EM: Scopus WOS DBLP CrossRef: 10 Unpaywall
NO MEU: ORCID | DBLP
76
TÍTULO: Which Way to Go - Finding Frequent Trajectories Through Clustering
AUTORES: Thiago Andrade ; João Gama ;
PUBLICAÇÃO: 2023, FONTE: 26th International Conference on Discovery Science, DS 2023 in Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings, VOLUME: 14276
INDEXADO EM: Scopus DBLP CrossRef: 4
77
TÍTULO: Why Industry 5.0 Needs XAI 2.0? PDF
AUTORES: Szymon Bobek; Slawomir Nowaczyk; João Gama ; Sepideh Pashami; Rita P Ribeiro ; Zahra Taghiyarrenani; Bruno Veloso ; Lala H Rajaoarisoa; Maciej Szelazek; Grzegorz J Nalepa;
PUBLICAÇÃO: 2023, FONTE: Joint 1st World Conference on eXplainable Artificial Intelligence: Late-Breaking Work, Demos and Doctoral Consortium, xAI-2023: LB-D-DC in Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28, 2023., VOLUME: 3554
INDEXADO EM: Scopus DBLP
NO MEU: DBLP
78
TÍTULO: WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks  Full Text
AUTORES: Fernandes, S; Fanaee T, H; Gama, J ; Tisljaric, L; Smuc, T;
PUBLICAÇÃO: 2023, FONTE: MACHINE LEARNING, VOLUME: 112, NÚMERO: 2
INDEXADO EM: Scopus WOS DBLP CrossRef: 3
79
TÍTULO: XAI for Predictive Maintenance
AUTORES: Gama, Joao ; Nowaczyk, Slawomir; Pashami, Sepideh; Ribeiro, Rita P. ; Nalepa, Grzegorz J.; Veloso, Bruno ;
PUBLICAÇÃO: 2023, FONTE: 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) in PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023
INDEXADO EM: Scopus WOS DBLP CrossRef: 4
NO MEU: ORCID | DBLP
80
TÍTULO: A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set
AUTORES: Davari, Narjes ; Pashami, Sepideh; Veloso, Bruno ; Fan, Yuantao; Pereira, Pedro Mota; Ribeiro, Rita P.; Gama, Joao ; Nowaczyk, Slawomir ;
PUBLICAÇÃO: 2022, FONTE: 20th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XX, IDA 2022, VOLUME: 13205
INDEXADO EM: Scopus WOS DBLP CrossRef: 4
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