ProfileOfResearchers

TITLE: Learning the dynamics of realistic models of C. elegans nervous system with recurrent neural networks
AUTHORS: Barbulescu, Ruxandra; Mestre, Goncalo; Oliveira, Arlindo L. ; Silveira, L. Miguel ;
PUBLISHED: 2023, SOURCE: SCIENTIFIC REPORTS, VOLUME: 13, ISSUE: 1

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TITLE: Temporary impact on medical system and effectiveness of mitigation strategies after COVID-19 policy adjustment in China: a modeling study
AUTHORS: Hon, Chitin; Liang, Jingyi; Chen, Ruihan; Lin, Zhijie; Wang, Yangqianxi; He, Wei; Liu, Ruibin; Sun, Jiaxi; Li, Qianyin; Liang, Lixi; Zhang, Minyi; Chang, Zichen; Guo, Yinqiu; Zeng, Wenting; Liu, Tie; Oliveira, Arlindo L. ;
PUBLISHED: 2023, SOURCE: FRONTIERS IN PUBLIC HEALTH, VOLUME: 11

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TITLE: A blueprint for conscious machines
AUTHORS: Arlindo L Oliveira ;
PUBLISHED: 2022, SOURCE: Proceedings of the National Academy of Sciences of the United States of America, VOLUME: 119, ISSUE: 23

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TITLE: Assessing Policy, Loss and Planning Combinations in Reinforcement Learning Using a New Modular Architecture
AUTHORS: Oliveira, Tiago Gaspar; Oliveira, Arlindo L. ;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566

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TITLE: Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture PDF
AUTHORS: Tiago Gaspar Oliveira; Arlindo L Oliveira ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2201.02874

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TITLE: Assessing Policy, Loss and Planning Combinations in Reinforcement Learning Using a New Modular Architecture
AUTHORS: Tiago Gaspar Oliveira; Arlindo L Oliveira ;
PUBLISHED: 2022, SOURCE: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 13566 LNAI

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TITLE: Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin Lesions
AUTHORS: Rafael Pedro; Arlindo L Oliveira ;
PUBLISHED: 2022, SOURCE: 2022 International Joint Conference on Neural Networks, IJCNN 2022 in International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, VOLUME: 2022-July

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TITLE: Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin Lesions
AUTHORS: Pedro, Rafael; Oliveira, Arlindo L. ;
PUBLISHED: 2022, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

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TITLE: COVID-19 Contact Tracing Applications in Portugal: Effectiveness and Privacy Issues
AUTHORS: L. Oliveira, A ;
PUBLISHED: 2022, SOURCE: Intelligent Systems, Control and Automation: Science and Engineering, VOLUME: 102

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TITLE: Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation
AUTHORS: Lourenço Silva, J; Menezes, MN; Rodrigues, T; Silva, B; Pinto, FJ; Oliveira, AL ;
PUBLISHED: 2022, SOURCE: 11th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2021 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 13254 LNBI

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