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TITLE: An ensemble of autonomous auto-encoders for human activity recognition  Full Text
AUTHORS: Garcia, KD; de Sa, CR; Poel, M; Carvalho, T ; Mendes Moreira, J ; Cardoso, JMP ; de Carvalho, ACPLF; Kok, JN;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 439
INDEXED IN: Scopus WOS DBLP CrossRef: 44
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TITLE: Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks
AUTHORS: Claudio Rebelo de Sa; Arvind Kumar Shekar; Hugo Ferreira ; Carlos Soares ;
PUBLISHED: 2020, SOURCE: 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO) in 14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019), VOLUME: 950
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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TITLE: UnFOOT: Unsupervised Football Analytics Tool
AUTHORS: Coutinho, JC; Moreira, JM ; de Sa, CR;
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 III, VOLUME: 11908
INDEXED IN: Scopus WOS DBLP
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TITLE: Mining Frequent Distributions in Time Series
AUTHORS: Coutinho, JC; Moreira, JM ; de Sa, CR;
PUBLISHED: 2019, SOURCE: 20th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL) in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING (IDEAL 2019), PT II, VOLUME: 11872
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Discovering a taste for the unusual: exceptional models for preference mining
AUTHORS: Claudio Rebelo de Sa; Wouter Duivesteijn; Paulo Azevedo ; Alipio Mario Jorge ; Carlos Soares ; Arno Knobbe;
PUBLISHED: 2018, SOURCE: MACHINE LEARNING, VOLUME: 107, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 10
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TITLE: Distance-Based Decision Tree Algorithms for Label Ranking  Full Text
AUTHORS: Claudio Rebelo de Sa ; Carla Rebelo; Carlos Soares ; Arno Knobbe;
PUBLISHED: 2015, SOURCE: 17th Portuguese Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 9273
INDEXED IN: Scopus WOS DBLP CrossRef: 5