Mining Association Rules for Label Ranking. - Cláudio Rebelo de Sá; Carlos Soares; Alípio Mário Jorge; Paulo J. Azevedo; Joaquim Pinto da Costa (PAKDD (2), 2011)

Multi-interval Discretization of Continuous Attributes for Label Ranking. - Cláudio Rebelo de Sá; Carlos Soares; Arno J. Knobbe; Paulo J. Azevedo; Alípio Mário Jorge (Discovery Science, 2013)

Distance-Based Decision Tree Algorithms for Label Ranking. - Cláudio Rebelo de Sá; Carla Rebelo; Carlos Soares; Arno J. Knobbe (EPIA, 2015)

Exceptional Preferences Mining. - Cláudio Rebelo de Sá; Wouter Duivesteijn; Carlos Soares; Arno J. Knobbe (DS, 2016)

Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance. - Vítor Cerqueira; Fábio Pinto; Cláudio Rebelo de Sá; Carlos Soares (IDA, 2016)

Entropy-based discretization methods for ranking data. - Cláudio Rebelo de Sá; Carlos Soares; Arno J. Knobbe (Inf. Sci., 2016)

Pattern Mining for Label Ranking - Cláudio Rebelo de Sá (2016)

Label Ranking Forests. - Cláudio Rebelo de Sá; Carlos Soares; Arno J. Knobbe; Paulo Cortez 001 (Expert Syst. J. Knowl. Eng., 2017)

Smart energy management as a means towards improved energy efficiency. - Dylan te Lindert; Cláudio Rebelo de Sá; Carlos Soares; Arno J. Knobbe (CoRR, 2018)

Building robust prediction models for defective sensor data using Artificial Neural Networks. - Arvind Kumar Shekar; Cláudio Rebelo de Sá; Hugo Ferreira 004; Carlos Soares (CoRR, 2018)

Preference rules for label ranking: Mining patterns in multi-target relations. - Cláudio Rebelo de Sá; Paulo J. Azevedo; Carlos Soares; Alípio Mário Jorge; Arno J. Knobbe (Inf. Fusion, 2018)

Discovering a taste for the unusual: exceptional models for preference mining. - Cláudio Rebelo de Sá; Wouter Duivesteijn; Paulo J. Azevedo; Alípio Mário Jorge; Carlos Soares; Arno J. Knobbe (Mach. Learn., 2018)

Ensemble Clustering for Novelty Detection in Data Streams. - Kemilly Dearo Garcia; Elaine Ribeiro de Faria; Cláudio Rebelo de Sá; João Mendes-Moreira 001; Charu C. Aggarwal; André C. P. L. F. de Carvalho; Joost N. Kok (DS, 2019)

KnowBots: Discovering Relevant Patterns in Chatbot Dialogues. - Adriano Rivolli; Catarina Amaral; Luís Guardão; Cláudio Rebelo de Sá; Carlos Soares (DS, 2019)

Variance-Based Feature Importance in Neural Networks. - Cláudio Rebelo de Sá (DS, 2019)

Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks. - Jeremiah Okai; Stylianos Paraschiakos; Marian Beekman; Arno J. Knobbe; Cláudio Rebelo de Sá (EMBC, 2019)

Mining Exceptional Social Behaviour. - Carolina Centeio Jorge; Martin Atzmueller; Behzad Momahed Heravi; Jenny L. Gibson; Cláudio Rebelo de Sá; Rosaldo J. F. Rossetti (EPIA (2), 2019)

Mining Frequent Distributions in Time Series. - José Carlos Coutinho; João Mendes Moreira 001; Cláudio Rebelo de Sá (IDEAL (2), 2019)

UnFOOT: Unsupervised Football Analytics Tool. - José Carlos Coutinho; João Mendes-Moreira 001; Cláudio Rebelo de Sá (ECML/PKDD (3), 2019)

Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks. - Cláudio Rebelo de Sá; Arvind Kumar Shekar; Hugo M. Ferreira; Carlos Soares (SOCO, 2019)

RNNs on Monitoring Physical Activity Energy Expenditure in Older People. - Stylianos Paraschiakos; Cláudio Rebelo de Sá; Jeremiah Okai; P. Eline Slagboom; Marian Beekman; Arno J. Knobbe (CoRR, 2020)

An ensemble of autonomous auto-encoders for human activity recognition. - Kemilly Dearo Garcia; Cláudio Rebelo de Sá; Mannes Poel; Tiago Carvalho 001; João Mendes-Moreira 001; João M. P. Cardoso; André C. P. L. F. de Carvalho; Joost N. Kok (Neurocomputing, 2021)

A recurrent neural network architecture to model physical activity energy expenditure in older people. - Stylianos Paraschiakos; Cláudio Rebelo de Sá; Jeremiah Okai; P. Eline Slagboom; Marian Beekman; Arno J. Knobbe (Data Min. Knowl. Discov., 2022)

"Want to come play with me?" Outlier subgroup discovery on spatio-temporal interactions. - Carolina Centeio Jorge; Martin Atzmueller; Behzad Momahed Heravi; Jenny L. Gibson; Rosaldo J. F. Rossetti; Cláudio Rebelo de Sá (Expert Syst. J. Knowl. Eng., 2023)