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TITLE: Using Explanations to Estimate the Quality of Computer Vision Models
AUTHORS: Oliveira, Filipe ; Carneiro, Davide ; Pereira, Joao;
PUBLISHED: 2025, SOURCE: 33rd International Association for the Management of Technology Conference in HUMAN-CENTRED TECHNOLOGY MANAGEMENT FOR A SUSTAINABLE FUTURE, VOL 2, IAMOT

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TITLE: A Comparative Analysis of Model Alignment Regarding AI Ethics Principles
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Alves, Victor ;
PUBLISHED: 2024, SOURCE: 4th International Conference on Disruptive Technologies, Tech Ethics and Artificial Intelligence (DITTET) in NEW TRENDS IN DISRUPTIVE TECHNOLOGIES, TECH ETHICS, AND ARTIFICIAL INTELLIGENCE, DITTET 2024, VOLUME: 1459

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TITLE: Application of Meta Learning in Quality Assessment of Wearable Electrocardiogram Recordings
AUTHORS: Huerta, Alvaro; Martinez Rodrigo, Arturo; Guimaraes, Miguel ; Carneiro, Davide ; Rieta, Jose J.; Alcaraz, Raul;
PUBLISHED: 2024, SOURCE: 11th International Conference on E-Health and Bioengineering (EHB) in ADVANCES IN DIGITAL HEALTH AND MEDICAL BIOENGINEERING, VOL 2, EHB-2023, VOLUME: 110

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TITLE: Block size, parallelism and predictive performance: finding the sweet spot in distributed learning Full Text
AUTHORS: Oliveira, Filipe ; Carneiro, Davide ; Guimaraes, Miguel ; Oliveira, Oscar ; Paulo Novais ;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, VOLUME: 39, ISSUE: 3

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TITLE: Fabric Defect Detection and Localization
AUTHORS: Oliveira, Filipe ; Carneiro, Davide ; Ferreira, Hugo ; Guimaraes, Miguel;
PUBLISHED: 2024, SOURCE: 1st European Symposium on Artificial Intelligence in Manufacturing (ESAIM) in ADVANCES IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING, ESAIM 2023

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TITLE: Objective metrics for ethical AI: a systematic literature review
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Alves, Victor ;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 2

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TITLE: Reusing Past Machine Learning Models Based on Data Similarity Metrics
AUTHORS: Eduardo Peixoto; Davide Carneiro ; Diogo Torres; Bruno Silva; Paulo Novais ;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279

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TITLE: Study of Digital Maturity Models Considering the European Digital Innovation Hubs Guidelines: A Critical Overview
AUTHORS: Babo, Daniel; Pereira, Carla ; Carneiro, Davide ;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, WORLDCIST 2023, VOLUME: 800

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TITLE: Supervised and unsupervised techniques in textile quality inspections
AUTHORS: Ferreira, Hugo M. ; Carneiro, David R. ; Guimaraes, Miguel A. . ; Oliveira, Filipe V. ;
PUBLISHED: 2024, SOURCE: 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM) in 5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023, VOLUME: 232

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