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TITLE: A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance
AUTHORS: João Gama ; Rita P Ribeiro; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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TITLE: Detecting and Explaining Anomalies in the Air Production Unit of a Train
AUTHORS: Narjes Davari; Bruno Veloso ; Rita Paula Ribeiro; João Manuel Portela da Gama ;
PUBLISHED: 2024, SOURCE: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, SAC 2024, Avila, Spain, April 8-12, 2024
INDEXED IN: DBLP CrossRef
IN MY: ORCID | DBLP
3
TITLE: From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning
AUTHORS: Alexandre Alcoforado; Lucas Hideki Okamura; Israel Campos Fama; Bárbara Fernandes Dias Bueno; Arnold Moya Lavado; Thomas Palmeira Ferraz; Bruno Veloso ; Anna Helena Reali Costa;
PUBLISHED: 2024, SOURCE: Proceedings of the 16th International Conference on Computational Processing of Portuguese, PROPOR 2024, Santiago de Compostela, Galicia/Spain, 12-15 March, 2024
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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TITLE: Simulation, Modelling and Classification of Wiki Contributors: Spotting The Good, The Bad, and The Ugly
AUTHORS: Silvia García Méndez; Fátima Leal; Benedita Malheiro; Juan C Burguillo Rial; Bruno Veloso ; Adriana E Chis; Horacio González Vélez;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.18845
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Super-Resolution Analysis for Landfill Waste Classification
AUTHORS: Matías Molina; Rita P Ribeiro; Bruno Veloso ; João Gama ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.01790
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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TITLE: Super-Resolution Analysis for Landfill Waste Classification
AUTHORS: Matías Molina ; Rita P Ribeiro ; Bruno Veloso ; João Gama ;
PUBLISHED: 2024, SOURCE: 15th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures, and the 13th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2024 in Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I, VOLUME: 14641
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
7
TITLE: SWINN: Efficient nearest neighbor search in sliding windows using graphs  Full Text
AUTHORS: Mastelini, Saulo Martiello; Veloso, Bruno ; Halford, Max; de Carvalho, Andre Carlos Ponce de Leon Ferreira; Gama, Joao ;
PUBLISHED: 2024, SOURCE: INFORMATION FUSION, VOLUME: 101
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: An Online Data-Driven Predictive Maintenance Approach for Railway Switches
AUTHORS: Tome, Emanuel Sousa; Ribeiro, Rita P. ; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: 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 II, VOLUME: 1753
INDEXED IN: Scopus WOS DBLP CrossRef: 1
9
TITLE: Data-driven predictive maintenance framework for railway systems
AUTHORS: Meira, Jorge; Veloso, Bruno ; Bolon Canedo, Veronica; Marreiros, Goreti; Alonso Betanzos, Amparo; Gama, Joao ;
PUBLISHED: 2023, SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 27, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Ethical and Technological AI Risks Classification: A Human Vs Machine Approach
AUTHORS: Teixeira, Sonia ; Veloso, Bruno ; Rodrigues, Jose Coelho ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: 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
INDEXED IN: Scopus WOS DBLP CrossRef
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