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TITLE: Improving performance on problems with few labelled data by reusing stacked auto-encoders
AUTHORS: Amaral, T; Kandaswamy, C; Silva, LM ; Alexandre, LA ; Sa, JMD; Santos, JM;
PUBLISHED: 2014, SOURCE: 2014 13th International Conference on Machine Learning and Applications, ICMLA 2014 in Proceedings - 2014 13th International Conference on Machine Learning and Applications, ICMLA 2014
INDEXED IN: Scopus CrossRef
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TITLE: Improving Transfer Learning Accuracy by Reusing Stacked Denoising Autoencoders  Full Text
AUTHORS: Kandaswamy, C; Silva, LM ; Alexandre, LA ; Sousa, R; Santos, JM; de Sa, JM;
PUBLISHED: 2014, SOURCE: IEEE International Conference on Systems, Man, and Cybernetics (SMC) in 2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLUME: 2014-January, ISSUE: January
INDEXED IN: Scopus WOS CrossRef
13
TITLE: Transfer Learning Using Rotated Image Data to Improve Deep Neural Network Performance
AUTHORS: Telmo Amaral; Luis M Silva ; Luis A Alexandre ; Chetak Kandaswamy; Joaquim Marques de Sa; Jorge M Santos;
PUBLISHED: 2014, SOURCE: 11th International Conference on Image Analysis and Recognition (ICIAR) in IMAGE ANALYSIS AND RECOGNITION, ICIAR 2014, PT I, VOLUME: 8814
INDEXED IN: Scopus WOS CrossRef
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TITLE: A genetic algorithm-evolved 3D point cloud descriptor
AUTHORS: Wegrzyn, D; Alexandre, LA ;
PUBLISHED: 2013, SOURCE: 18th Iberoamerican Congress on Pattern Recognition, CIARP 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8258 LNCS, ISSUE: PART 1
INDEXED IN: Scopus
IN MY: ORCID
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TITLE: Algorithms for invariant long-wave infrared face segmentation: evaluation and comparison  Full Text
AUTHORS: Filipe, S; Alexandre, LA ;
PUBLISHED: 2013, SOURCE: Pattern Analysis and Applications, VOLUME: 17, ISSUE: 4
INDEXED IN: Scopus CrossRef
IN MY: ORCID
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TITLE: From the human visual system to the computational models of visual attention: a survey  Full Text
AUTHORS: Filipe, S; Alexandre, LA ;
PUBLISHED: 2013, SOURCE: Artificial Intelligence Review, VOLUME: 43, ISSUE: 4
INDEXED IN: Scopus CrossRef: 2
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17
TITLE: Iris surface deformation and normalization
AUTHORS: Thainimit, S; Alexandre, LA ; De Almeida, VMN;
PUBLISHED: 2013, SOURCE: 13th International Symposium on Communications and Information Technologies: Communication and Information Technology for New Life Style Beyond the Cloud, ISCIT 2013 in 13th International Symposium on Communications and Information Technologies: Communication and Information Technology for New Life Style Beyond the Cloud, ISCIT 2013
INDEXED IN: Scopus CrossRef: 5
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18
TITLE: Minimum error entropy classification
AUTHORS: Marques De Sa, JP; Silva, LMA ; Santos, JMF; Alexandre, LA ;
PUBLISHED: 2013, SOURCE: Studies in Computational Intelligence, VOLUME: 420
INDEXED IN: Scopus CrossRef
IN MY: ORCID
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TITLE: Set distance functions for 3D object recognition
AUTHORS: Alexandre, LA ;
PUBLISHED: 2013, SOURCE: 18th Iberoamerican Congress on Pattern Recognition, CIARP 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8258 LNCS, ISSUE: PART 1
INDEXED IN: Scopus CrossRef: 3
IN MY: ORCID
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TITLE: Thermal infrared face segmentation: A new pose invariant method
AUTHORS: Filipe, S; Alexandre, LA ;
PUBLISHED: 2013, SOURCE: 6th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7887 LNCS
INDEXED IN: Scopus CrossRef: 3
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