121
TITLE: Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
AUTHORS: Jesus, S; Pombal, J; Alves, D; Cruz, AF; Saleiro, P; Ribeiro, RP ; Gama, J ; Bizarro, P;
PUBLISHED: 2022, SOURCE: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022
INDEXED IN: WOS DBLP
122
TITLE: A new self-organizing map based algorithm for multi-label stream classification
AUTHORS: Ricardo Cerri ; Joel David Costa Júnior; Elaine R Faria; João Gama ;
PUBLISHED: 2021, SOURCE: SAC
INDEXED IN: Scopus DBLP CrossRef: 3
123
TITLE: A sketch for the KS test for Big Data
AUTHORS: Thalis D Galeno; João Gama ; Douglas O Cardoso;
PUBLISHED: 2021, SOURCE: Anais do IX Symposium on Knowledge Discovery, Mining and Learning (KDMiLe 2021)
INDEXED IN: CrossRef
IN MY: ORCID
124
TITLE: A Survey on Data-Driven Predictive Maintenance for the Railway Industry
AUTHORS: Davari, N ; Veloso, B ; Costa, GD; Pereira, PM; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17
INDEXED IN: WOS DBLP CrossRef: 121
126
TITLE: An Analysis of Performance Metrics for Imbalanced Classification
AUTHORS: Gaudreault, Jean Gabriel; Branco, Paula ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2021), VOLUME: 12986
INDEXED IN: Scopus WOS DBLP CrossRef: 31
127
TITLE: Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities
AUTHORS: Bécue, A; Praça, I ; Gama, J ;
PUBLISHED: 2021, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 54, ISSUE: 5
INDEXED IN: Scopus WOS DBLP CrossRef: 290
128
TITLE: CAUSAL DISCOVERY IN MACHINE LEARNING: THEORIES AND APPLICATIONS
AUTHORS: Nogueira, AR ; Gama, J ; Ferreira, CA ;
PUBLISHED: 2021, SOURCE: JOURNAL OF DYNAMICS AND GAMES, VOLUME: 8, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 24
129
TITLE: Chebyshev approaches for imbalanced data streams regression models
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 35, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 22
130
TITLE: Classification and Recommendation With Data Streams
AUTHORS: Bruno Veloso ; João Gama ; Benedita Malheiro ;
PUBLISHED: 2021, SOURCE: Encyclopedia of Information Science and Technology, Fifth Edition - Advances in Information Quality and Management
INDEXED IN: CrossRef: 2
Page 13 of 59. Total results: 583.