Luís Filipe Barbosa de Almeida Alexandre
AuthID: R-000-9E6
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TITLE: Lesion Classification in Mammograms Using Convolutional Neural Networks and Transfer Learning
AUTHORS: Perre, A; Alexandre, LA; Freire, LC;
PUBLISHED: 2018, SOURCE: 6th ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE) in VIPIMAGE 2017, VOLUME: 27
AUTHORS: Perre, A; Alexandre, LA; Freire, LC;
PUBLISHED: 2018, SOURCE: 6th ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE) in VIPIMAGE 2017, VOLUME: 27
42
TITLE: SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation
AUTHORS: Zacarias, A; Alexandre, LA;
PUBLISHED: 2018, SOURCE: 8th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) in ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION, ANNPR 2018, VOLUME: 11081
AUTHORS: Zacarias, A; Alexandre, LA;
PUBLISHED: 2018, SOURCE: 8th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) in ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION, ANNPR 2018, VOLUME: 11081
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TITLE: Distributed Learning of CNNs on Heterogeneous CPU/GPU Architectures Full Text
AUTHORS: Marques, J; Falcao, G ; Alexandre, LA;
PUBLISHED: 2018, SOURCE: APPLIED ARTIFICIAL INTELLIGENCE, VOLUME: 32, ISSUE: 9-10
AUTHORS: Marques, J; Falcao, G ; Alexandre, LA;
PUBLISHED: 2018, SOURCE: APPLIED ARTIFICIAL INTELLIGENCE, VOLUME: 32, ISSUE: 9-10
44
TITLE: Improving SeNA-CNN by Automating Task Recognition
AUTHORS: Zacarias, A; Alexandre, LA;
PUBLISHED: 2018, SOURCE: 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11314 LNCS
AUTHORS: Zacarias, A; Alexandre, LA;
PUBLISHED: 2018, SOURCE: 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11314 LNCS
45
TITLE: Exploring different normalization and classification approaches for mammography analysis with CNNs
AUTHORS: Perre, AC; Alexandre, LA; Freire, LC;
PUBLISHED: 2018, SOURCE: 1st International Conference on Applications of Intelligent Systems, APPIS 2018 in Frontiers in Artificial Intelligence and Applications, VOLUME: 310
AUTHORS: Perre, AC; Alexandre, LA; Freire, LC;
PUBLISHED: 2018, SOURCE: 1st International Conference on Applications of Intelligent Systems, APPIS 2018 in Frontiers in Artificial Intelligence and Applications, VOLUME: 310
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TITLE: “Less is more”: Simplifying point clouds to improve grasping performance
AUTHORS: Vasco Lopes; Luis A Alexandre; Miguel Fernandes;
PUBLISHED: 2018, SOURCE: 2018 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)
AUTHORS: Vasco Lopes; Luis A Alexandre; Miguel Fernandes;
PUBLISHED: 2018, SOURCE: 2018 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)
47
TITLE: On the evaluation of energy-efficient deep learning using stacked autoencoders on mobile GPUs
AUTHORS: Falcao, G ; Alexandre, LA; Marques, J; Frazao, X; Maria, J;
PUBLISHED: 2017, SOURCE: 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017 in 2017 25TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING (PDP 2017)
AUTHORS: Falcao, G ; Alexandre, LA; Marques, J; Frazao, X; Maria, J;
PUBLISHED: 2017, SOURCE: 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017 in 2017 25TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING (PDP 2017)
48
TITLE: Preface
AUTHORS: Alexandre, LA; Sánchez, JS; Rodrigues, JMF ;
PUBLISHED: 2017, SOURCE: 8th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2017 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 10255 LNCS
AUTHORS: Alexandre, LA; Sánchez, JS; Rodrigues, JMF ;
PUBLISHED: 2017, SOURCE: 8th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2017 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 10255 LNCS
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TITLE: Pattern Recognition and Image Analysis. 8th Iberian Conference, IbPRIA 2017, Faro, Portugal, June 20-23, 2017, Proceedings
AUTHORS: Luís A Alexandre; José Salvador Sánchez; João M F Rodrigues ;
PUBLISHED: 2017, SOURCE: Lecture Notes in Computer Science
AUTHORS: Luís A Alexandre; José Salvador Sánchez; João M F Rodrigues ;
PUBLISHED: 2017, SOURCE: Lecture Notes in Computer Science
50
TITLE: Stacked Autoencoders Using Low-Power Accelerated Architectures for Object Recognition in Autonomous Systems Full Text
AUTHORS: Joao Maria; Joao Amaro; Gabriel Falcao ; Luis A Alexandre;
PUBLISHED: 2016, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 43, ISSUE: 2
AUTHORS: Joao Maria; Joao Amaro; Gabriel Falcao ; Luis A Alexandre;
PUBLISHED: 2016, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 43, ISSUE: 2