ProfileOfResearchers

TÃTULO: Explainable Decision Tree on Smart Human Mobility
AUTORES: Luís Rosa; Miguel Guimarães ; Davide Carneiro ; Fábio Silva ; Cesar Analide;
PUBLICAÇÃO: 2022, FONTE: Workshops at 18th International Conference on Intelligent Environments (IE2022), Biarritz, France, 20-23 June 2022., VOLUME: 31

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TÃTULO: A Conversational Interface for interacting with Machine Learning models PDF
AUTORES: Davide Carneiro ; Patrícia Veloso; Miguel Guimarães ; Joana Baptista; Miguel Sousa;
PUBLICAÇÃO: 2021, FONTE: Proceedings of 4th International Workshop on eXplainable and Responsible AI and Law co-located with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021), Virtual Event, Sao Paolo, Brazil, June 21, 2021., VOLUME: 3168

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TÃTULO: A Meta-Learning Approach to Error Prediction
AUTORES: Guimaraes, Miguel ; Carneiro, Davide ;
PUBLICAÇÃO: 2021, FONTE: 16th Iberian Conference on Information Systems and Technologies (CISTI) in PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021)

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TÃTULO: Optimizing Model Training in Interactive Learning Scenarios
AUTORES: Davide Carneiro ; Miguel Guimarães ; Mariana Carvalho ; Paulo Novais;
PUBLICAÇÃO: 2021, FONTE: World Conference on Information Systems and Technologies, WorldCIST 2021 in Trends and Applications in Information Systems and Technologies - Volume 1, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021., VOLUME: 1365

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TÃTULO: Explainable Intelligent Environments
AUTORES: Davide Carneiro ; Fábio Silva ; Miguel Guimarães ; Daniel Sousa; Paulo Novais;
PUBLICAÇÃO: 2020, FONTE: 11th International Symposium on Ambient Intelligence, ISAmI 2020 in Ambient Intelligence - Software and Applications - 11th International Symposium on Ambient Intelligence, ISAmI 2020, L'Aquila, Italy, October 7 - 9, 2020, VOLUME: 1239

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TÃTULO: Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection
AUTORES: Davide Carneiro ; Miguel Guimarães ; Miguel Sousa ;
PUBLICAÇÃO: 2020, FONTE: 20th International Conference on Hybrid Intelligent Systems, HIS 2020 and 12th World Congress on Nature and Biologically Inspired Computing, NaBIC 2020 in Hybrid Intelligent Systems - 20th International Conference on Hybrid Intelligent Systems (HIS 2020), Virtual Event, India, December 14-16, 2020, VOLUME: 1375

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