| 2025 | EPIA | From Facades to 3D Models: Automating Building Reconstruction with Deep Learning and Texture Analysis. | Oraib Almegdadi, Sofia Monteiro, Rui Nbrega, Nuno C. Marques |
| 2025 | EPIA | Crack Detection in Pavement Imagery: Evaluating U-Net Variants. | Gonalo Silva, Oraib Almegdadi, Ftima Batista, Joo Marcelino, Nuno C. Marques |
| 2019 | SEKE | An annotated repository for MATLAB code (S). | Antonio Relvas, Nuno C. Marques, Miguel P. Monteiro, Glauco de Figueiredo Carneiro |
| 2017 | EPIA | Toward a Token-Based Approach to Concern Detection in MATLAB Sources. | Miguel P. Monteiro, Nuno C. Marques, Bruno Silva, Bruno Palma, Joo M. P. Cardoso |
| 2016 | IV | An Interactive Interface for Multi-dimensional Data Stream Analysis. | Nuno C. Marques, Bruno Silva, Hugo Santos |
| 2015 | WorldCIST | Ubiquitous Self-Organizing Map: Learning Concept-Drifting Data Streams. | Bruno Silva, Nuno C. Marques |
| 2011 | EPIA | Determining the Polarity of Words through a Common Online Dictionary. | Antnio Paulo-Santos, Carlos Ramos, Nuno C. Marques |
| 2010 | ECAI | Implementing an Intelligent Moving Average with a Neural Network. | Nuno C. Marques, Carlos Gomes |
| 2010 | KSEM | Towards Encoding Background Knowledge with Temporal Extent into Neural Networks. | Han The Anh, Nuno C. Marques |
| 2010 | KSEM | Maximus-AI: Using Elman Neural Networks for Implementing a SLMR Trading Strategy. | Nuno C. Marques, Carlos Gomes |
| 2009 | ICAART | A Batch Learning Vector Quantization Algorithm for Categorical Data. | Ning Chen, Nuno C. Marques |
| 2009 | ICAART | Extending Learning Vector Quantization for Classifying Data with Categorical Values. | Ning Chen, Nuno C. Marques |
| 2008 | NeSy | Guiding Backprop by Inserting Rules. | Sebastian Bader, Steffen Hlldobler, Nuno C. Marques |
| 2005 | EPIA | Automatic Detection of Meddies Through Texture Analysis of Sea Surface Temperature Maps. | Marco Castellani, Nuno C. Marques |
| 2005 | EPIA | An Extension of Self-organizing Maps to Categorical Data. | Ning Chen, Nuno C. Marques |
| 2005 | EPIA | User Group Profile Modeling Based on User Transactional Data for Personalized Systems. | Yiling Yang, Nuno C. Marques |
| 2005 | ITiCSE | Using Octave to introduce programming to technical science students. | Nuno C. Marques, Francisco Azevedo, Carmen Morgado, Jorge F. Custdio |
| 2003 | EPIA | Mining Generalized Character n-Grams in Large Corpora. | Nuno C. Marques, Agns Braud |