| Issue Date | Title | Author(s) | Type | Access |
| 20-Sep-2013 | Ensemble Learning for Keyword Extraction | Geadas, Pedro | masterThesis | openAccess |
| 28-Sep-2020 | Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery | Torres, Luís Henrique Magalhães Ramos | masterThesis | embargoedAccess |
| 2020 | Exploring Geometric Feature Hyper-Space in Data to Learn Representations of Abstract Concepts | Sharma, Rahul ; Ribeiro, Bernardete ; Miguel Pinto, Alexandre; Cardoso, F. Amílcar | article | openAccess |
| 2021 | Fast-DENSER: Fast Deep Evolutionary Network Structured Representation | Assunção, Filipe ; Lourenço, Nuno ; Ribeiro, Bernardete ; Machado, Penousal | article | openAccess |
| 2017 | Financial credit risk assessment via learning-based hashing | Ribeiro, Bernardete Martins ; Chen, Ning | article | embargoedAccess |
| 14-Jul-2017 | Finding the Critical Feature Dimension of Big Datasets | Silva, José Miguel Parreira e | masterThesis | openAccess |
| 2008 | Image complexity and feature mining for steganalysis of least significant bit matching steganography | Liu, Qingzhong ; Sung, Andrew H. ; Ribeiro, Bernardete ; Wei, Mingzhen ; Chen, Zhongxue ; Xu, Jianyun | article | openAccess |
| 2016 | Improve credit scoring using transfer of learned knowledge from self-organizing map | AghaeiRad, Ali ; Chen, Ning ; Ribeiro, Bernardete | article | openAccess |
| 9-Mar-2009 | Inductive inference for large scale text classification | Silva, Catarina Helena Branco Simões da | doctoralThesis | openAccess |
| 1998 | Industrial visual inspection of lime granules by neural networks | Carvalho, P. ; Costa, N. ; Ribeiro, B. ; Dourado, A. | article | openAccess |
| 15-Jun-2018 | Information Extraction from Crowds in Dynamic Environments | Costa, Joana Madeira Martins | doctoralThesis | openAccess |
| 18-Sep-2020 | Intelligent System for Fire Detection | Madeira, Ana Abrantes de Abreu | masterThesis | openAccess |
| 1-Sep-2013 | Learning from multiple annotators: distinguishing good from random labelers | Rodrigues, Filipe ; Pereira, Francisco ; Ribeiro, Bernardete | article | openAccess |
| 2017 | Learning Supervised Topic Models for Classification and Regression from Crowds | Rodrigues, Filipe ; Lourenco, Mariana ; Ribeiro, Bernardete ; Pereira, Francisco | article | openAccess |
| 11-Nov-2016 | Learning Under Distribution Mismatch Applied in Biosignal Processing | Khalighi, Sirvan | doctoralThesis | embargoedAccess |
| 27-Jan-2014 | Machine Learning for Adaptive Multi-Core Machines | Lopes, Noel | doctoralThesis | embargoedAccess |
| 1-Jul-2016 | Multi-Domain and Unsupervised Machine Learning for eCommerce Fraud Detection | Sapata, Tiago | masterThesis | embargoedAccess |
| 2020 | NanoSen-AQM: From Sensors to Users | Lucas, Pedro ; Silva, Jorge ; Araújo, Filipe ; Silva, Catarina ; Gil, Paulo ; Arrais, Joel P. ; Coutinho, Daniel ; Salgueiro, Pedro; Rato, Luis ; Saias, Jose; Nogueira, Vitor; Cardoso, Alberto ; Ribeiro, Bernardete | article | openAccess |
| 1-Apr-2021 | Neuro-Evolution: Representations, Efficiency and Development | Assunção, Filipe Guerreiro | doctoralThesis | openAccess |
| 2007 | On Text-based Mining with Active Learning and Background Knowledge Using SVM | Silva, Catarina ; Ribeiro, Bernardete | article | openAccess |
