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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
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TITLE: Brand Management and Metaverse: A Data Mining Exploratory Approach
AUTHORS: Rui Pedro Ferreira; Amélia Brandão ; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 386
INDEXED IN: Scopus CrossRef Unpaywall
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3
TITLE: Detecting and Explaining Anomalies in the Air Production Unit of a Train
AUTHORS: Davari, Narjes; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 39th Annual ACM Symposium on Applied Computing (SAC) in 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024
INDEXED IN: Scopus WOS DBLP CrossRef
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4
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
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5
TITLE: Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach  Full Text
AUTHORS: Moya, Antonio R.; Veloso, Bruno ; Gama, Joao ; Ventura, Sebastian;
PUBLISHED: 2024, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 38, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Negative Impacts of Human-AI Interaction in Brands: A Data Mining Exploratory Approach
AUTHORS: Ricardo Snatos; Amélia Brandão ; Bruno Veloso ; José Braga de Vasconcelos;
PUBLISHED: 2024, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 386
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
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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
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8
TITLE: Super-Resolution Analysis for Landfill Waste Classification
AUTHORS: Matías Molina ; Rita P Ribeiro ; Bruno Veloso ; João Gama ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis, IDA 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
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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: 2
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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
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