101 |
From Binary to Multi-Class Divisions: improvements on Hierarchical Divisive Human Activity RecognitionTomás Vieira Caldas 15 October 2019 (has links)
No description available.
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102 |
Producing Decisions and Explanations: A Joint Approach Towards Explainable CNNsIsabel Cristina Rio-Torto de Oliveira 14 October 2019 (has links)
Deep Learning models, in particular Convolutional Neural Networks, have become the state-of-the-art in different domains, such as image classification, object detection and other computer vision tasks. However, despite their overwhelming predictive performance, they are still, for the most part, considered black-boxes, making it difficult to understand the reasoning behind their outputted decisions. As such, and with the growing interest in deploying such models into real world scenarios, the need for explainable systems has arisen. Therefore, this dissertation tries to mitigate this growing need, by proposing a novel CNN architecture, composed of an explainer and a classifier. The network, trained end-to-end, constitutes an in-model explainability method, that not only outputs decisions as well as visual explanations of what the network is focusing on to produce such decisions.
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103 |
Testing Driver Attention in Virtual Environments Through Audio CuesJoão Henrique Catarino Cardoso Loureiro 15 October 2019 (has links)
No description available.
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104 |
Testing in IoT Systems: From Simulation to Visual-Based TestingBernardo Ferreira dos Santos Aroso Belchior 10 October 2019 (has links)
No description available.
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105 |
Adversarial machine learning: denial of services recognitionNuno Jorge Dias Carneiro Martins 10 October 2019 (has links)
No description available.
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106 |
Glaucoma in Fundus ImageJosé Luís Pacheco Martins 10 October 2019 (has links)
No description available.
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107 |
Smart Grids Community Providers and the Tariff ProblemNuno Miguel Mendes Ramos 10 October 2019 (has links)
No description available.
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108 |
Gamificação de um Ambiente Colaborativo de Aprendizagem de FrameworksTiago dos Santos Moreira 04 October 2019 (has links)
No description available.
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109 |
Hard Skills: Desafios técnicos partilháveis por recruitersBruno Filipe Rocha Coelho 04 October 2019 (has links)
No description available.
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110 |
Automatic Interpretation of Promotional Leaflets in Retail for Pricing StrategyAntónio Maria Aires Pereira Teixeira de Melo 09 October 2019 (has links)
No description available.
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