1
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 ;
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, PUBLISHED: 2020
INDEXED IN: Scopus WOS CrossRef
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2
TITLE: Arbitrage of forecasting experts  Full Text
AUTHORS: Vitor Cerqueira ; Luis Torgo ; Falai Pinto; Carlos Soares ;
SOURCE: MACHINE LEARNING, VOLUME: 108, ISSUE: 6, PUBLISHED: 2019
INDEXED IN: Scopus WOS DBLP CrossRef
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4
TITLE: A Framework for Analytical Approaches to Combine Interpretable Models
AUTHORS: Pedro Strecht ; João Mendes Moreira ; Carlos Soares ;
SOURCE: 5th International Conference on Information Management and Big Data, SIMBig 2018 in Information Management and Big Data, 5th International Conference, SIMBig 2018, Lima, Peru, September 3-5, 2018, Proceedings., VOLUME: 898, PUBLISHED: 2018
INDEXED IN: Scopus DBLP CrossRef
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5
TITLE: A Label Ranking approach for selecting rankings of Collaborative Filtering algorithms
AUTHORS: Tiago Cunha ; Carlos Soares ; Andre C P L F de Carvalho;
SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLUME: Part F137816, PUBLISHED: 2018
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
6
TITLE: Algorithm Selection for Collaborative Filtering: the influence of graph metafeatures and multicriteria metatargets PDF
AUTHORS: Tiago Cunha ; Carlos Soares ; André C P L F de Carvalho;
SOURCE: CoRR, VOLUME: abs/1807.09097, PUBLISHED: 2018
INDEXED IN: DBLP arXiv
IN MY: ORCID | DBLP
7
TITLE: Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
AUTHORS: Marta Mercier; Miriam Seoane Santos; Pedro H Abreu; Carlos Soares ; Jastin Pompeu Soares; João Santos;
SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191, PUBLISHED: 2018
INDEXED IN: Scopus DBLP CrossRef
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8
TITLE: Bandit-Based Automated Machine Learning
AUTHORS: Das Dores, SCN; Soares, C ; Ruiz, D;
SOURCE: 7th Brazilian Conference on Intelligent Systems (BRACIS) in 2018 7TH BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS), PUBLISHED: 2018
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
9
TITLE: Building robust prediction models for defective sensor data using Artificial Neural Networks PDF
AUTHORS: Arvind Kumar Shekar; Cláudio Rebelo de Sá; Hugo Ferreira; Carlos Soares ;
SOURCE: CoRR, VOLUME: abs/1804.05544, PUBLISHED: 2018
INDEXED IN: DBLP arXiv
IN MY: ORCID | DBLP
10
TITLE: cf2vec: Collaborative Filtering algorithm selection using graph distributed representations PDF
AUTHORS: Tiago Cunha ; Carlos Soares ; André C P L F de Carvalho;
SOURCE: CoRR, VOLUME: abs/1809.06120, PUBLISHED: 2018
INDEXED IN: DBLP arXiv
IN MY: ORCID | DBLP
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