11
TITLE: Explainable Decision Tree on Smart Human Mobility
AUTHORS: Luís Rosa; Miguel Guimarães ; Davide Carneiro; Fábio Silva; Cesar Analide;
PUBLISHED: 2022, SOURCE: Workshops at 18th International Conference on Intelligent Environments (IE2022), Biarritz, France, 20-23 June 2022., VOLUME: 31
INDEXED IN: DBLP CrossRef
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12
TITLE: A Conversational Interface for interacting with Machine Learning models PDF
AUTHORS: Davide Carneiro ; Patrícia Veloso; Miguel Guimarães ; Joana Baptista; Miguel Sousa;
PUBLISHED: 2021, SOURCE: 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
INDEXED IN: DBLP
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13
TITLE: A Meta-Learning Approach to Error Prediction
AUTHORS: Guimaraes, Miguel ; Carneiro, Davide ;
PUBLISHED: 2021, SOURCE: 16th Iberian Conference on Information Systems and Technologies (CISTI) in PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021)
INDEXED IN: Scopus WOS CrossRef
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14
TITLE: Optimizing Model Training in Interactive Learning Scenarios
AUTHORS: Davide Carneiro ; Miguel Guimarães ; Mariana Carvalho ; Paulo Novais;
PUBLISHED: 2021, SOURCE: 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
INDEXED IN: Scopus DBLP CrossRef: 1
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15
TITLE: Explainable Intelligent Environments
AUTHORS: Davide Carneiro ; Fábio Silva ; Miguel Guimarães ; Daniel Sousa; Paulo Novais;
PUBLISHED: 2020, SOURCE: 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
INDEXED IN: Scopus DBLP CrossRef
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16
TITLE: Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection
AUTHORS: Davide Carneiro ; Miguel Guimarães ; Miguel Sousa ;
PUBLISHED: 2020, SOURCE: 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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