21
TITLE: Improving deep neural network performance by reusing features trained with transductive transference
AUTHORS: Kandaswamy, C; Silva, LM ; Alexandre, LA ; Santos, JM; De Sa, JM;
PUBLISHED: 2014, SOURCE: 24th International Conference on Artificial Neural Networks, ICANN 2014 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8681 LNCS
INDEXED IN: Scopus
22
TITLE: CLASSIFICATION PERFORMANCE OF MULTILAYER PERCEPTRONS WITH DIFFERENT RISK FUNCTIONALS  Full Text
AUTHORS: Silva, LM ; Santos, JM; De Sa, JM;
PUBLISHED: 2014, SOURCE: INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, VOLUME: 28, ISSUE: 6
INDEXED IN: Scopus WOS CrossRef
23
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
24
TITLE: Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-Encoders
AUTHORS: Amaral, T; Kandaswamy, C; Silva, LM ; Alexandre, LA; de Sa, JM; Santos, JM;
PUBLISHED: 2014, SOURCE: 13th International Conference on Machine Learning and Applications (ICMLA) in 2014 13TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
INDEXED IN: Scopus WOS
25
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
26
TITLE: Improving deep neural network performance by reusing features trained with transductive transference
AUTHORS: Kandaswamy, C ; Silva, LM ; Alexandre, LA; Santos, JM; De Sá, JM;
PUBLISHED: 2014, SOURCE: 24th International Conference on Artificial Neural Networks, ICANN 2014 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8681 LNCS
INDEXED IN: Scopus CrossRef: 10
27
TITLE: The role of human umbilical cord tissue-derived mesenchymal stromal cells (UCX (R)) in the treatment of inflammatory arthritis  Full Text
AUTHORS: Jorge M Santos; Rita N Barcia; Sandra I Simoes ; Manuela M Gaspar ; Susana Calado; Ana Agua Doce ; Silvia C P Almeida ; Joana Almeida; Mariana Filipe; Mariana Teixeira; Jose P Martins; Luis Graca ; Maria E M Cruz ; Pedro Cruz; Helder Cruz;
PUBLISHED: 2013, SOURCE: JOURNAL OF TRANSLATIONAL MEDICINE, VOLUME: 11, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef
28
TITLE: The influence of regional profiles and senescence on the biomechanical properties of the temporalis muscle  Full Text
AUTHORS: Trindade, VLA; Martins, PALS ; Parente, MPL ; Natal Jorge, RMN ; Santos, A ; Santos, L; Fernandes, JM;
PUBLISHED: 2013, SOURCE: JOURNAL OF BIOMECHANICS, VOLUME: 46, ISSUE: 9
INDEXED IN: Scopus WOS CrossRef: 1
29
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
30
TITLE: An Innovative Degree in Mathematical Engineering in the Portuguese Education System Submission Process and Evaluation
AUTHORS: Jorge Santos; Jose Matos ; Teresa Araujo ; Manuel Cruz; Sandra Ramos; Ana Moura ;
PUBLISHED: 2013, SOURCE: 1st International Conference of the Portuguese-Society-for-Engineering-Education (CISPEE) in 2013 1ST INTERNATIONAL CONFERENCE OF THE PORTUGUESE SOCIETY FOR ENGINEERING EDUCATION (CISPEE)
INDEXED IN: Scopus WOS CrossRef
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