101
TITLE: Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry
AUTHORS: Davari, Narjes; Veloso, Bruno ; Ribeiro, Rita P. ; Pereira, Pedro Mota; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
INDEXED IN: Scopus WOS DBLP CrossRef: 20
IN MY: ORCID | DBLP
102
TITLE: Spatiotemporal Road Traffic Anomaly Detection: A Tensor-Based Approach
AUTHORS: Tisljaric, L; Fernandes, S; Caric, T; Gama, J ;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 24
INDEXED IN: WOS CrossRef: 7
IN MY: ORCID
103
TITLE: Statistically Robust Evaluation of Stream-Based Recommender Systems  Full Text
AUTHORS: Vinagre, J ; Jorge, AM ; Rocha, C ; Gama, J ;
PUBLISHED: 2021, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 33, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 8
IN MY: ORCID | DBLP
104
TITLE: Tensor decomposition for analysing time-evolving social networks: an overview  Full Text
AUTHORS: Fernandes, S ; Fanaee T, H; Gama, J ;
PUBLISHED: 2021, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 54, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 13
IN MY: ORCID | DBLP
105
TITLE: Text documents streams with improved incremental similarity
AUTHORS: Sarmento, RP; Cardoso, DO; Dearo, K; Brazdil, P ; Gama, J ;
PUBLISHED: 2021, SOURCE: SOCIAL NETWORK ANALYSIS AND MINING, VOLUME: 11, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
106
TITLE: Using network features for credit scoring in microfinance
AUTHORS: Paraiso, P; Ruiz, S; Gomes, P; Rodrigues, L; Gama, J ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 12, ISSUE: 2
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
107
TITLE: Using network features for credit scoring in microfinance
AUTHORS: Paulo Paraíso; Saulo Ruiz; Pedro Gomes; Luís Rodrigues; João Gama ;
PUBLISHED: 2021, SOURCE: Int. J. Data Sci. Anal., VOLUME: 12, ISSUE: 2
INDEXED IN: DBLP
IN MY: ORCID | DBLP
108
TITLE: A drift detection method based on dynamic classifier selection  Full Text
AUTHORS: Pinage, F; dos Santos, EM; Gama, J ;
PUBLISHED: 2020, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 34, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 35
IN MY: ORCID | DBLP
109
TITLE: A scalable saliency-based feature selection method with instance-level information  Full Text
AUTHORS: Cancela, B ; Bolon Canedo, V; Alonso Betanzos, A; Gama, J ;
PUBLISHED: 2020, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 192
INDEXED IN: Scopus WOS DBLP CrossRef: 9
IN MY: ORCID | DBLP
110
TITLE: A Study on Imbalanced Data Streams
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2020, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT II, VOLUME: 1168
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
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