| 2023 | ICCS | Siamese Autoencoder-Based Approach for Missing Data Imputation. | Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues |
| 2023 | ICCS | Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation. | Ricardo Cardoso Pereira, Pedro Pereira Rodrigues, Mrio A. T. Figueiredo, Pedro Henriques Abreu |
| 2021 | DIS | GANs for Tabular Healthcare Data Generation: A Review on Utility and Privacy. | Joo Coutinho-Almeida, Pedro Pereira Rodrigues, Ricardo Joo Cruz Correia |
| 2020 | ESANN | Missing Image Data Imputation using Variational Autoencoders with Weighted Loss. | Ricardo Cardoso Pereira, Joana Cristo Santos, Jos Pereira Amorim, Pedro Pereira Rodrigues, Pedro Henriques Abreu |
| 2020 | IJCNN | VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. | Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues |
| 2019 | EPIA | MNAR Imputation with Distributed Healthcare Data. | Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Pereira Rodrigues, Pedro Henriques Abreu |
| 2018 | CBMS | Finding Groups in Obstructive Sleep Apnea Patients: A Categorical Cluster Analysis. | Daniela Ferreira Santos, Pedro Pereira Rodrigues |
| 2017 | AIME | Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach. | Pedro Pereira Rodrigues, Daniela Ferreira Santos, Ana Silva, Jorge Polnia, Ins Ribeiro-Vaz |
| 2017 | CBMS | Anomaly Detection Through Temporal Abstractions on Intensive Care Data: Position Paper. | Giovana Jaskulski Gelatti, Andr Carlos Ponce de Leon Ferreira de Carvalho, Pedro Pereira Rodrigues |
| 2017 | CBMS | Bringing Bayesian Networks to Bedside: A Web-Based Framework. | Raphael Oliveira, Joana Ferreira, Diogo Libnio, Cludia Camila Dias, Pedro Pereira Rodrigues |
| 2017 | CBMS | Improving Diagnosis in Obstructive Sleep Apnea with Clinical Data: A Bayesian Network Approach. | Daniela Ferreira Santos, Pedro Pereira Rodrigues |
| 2016 | CBMS | Disabling and Reoperation in Patients with Crohn's Disease Subject to Early Surgery or Immunosuppression: A Bayesian Network Prognostic Model. | Cludia Camila Dias, Fernando Magro, Pedro Pereira Rodrigues |
| 2015 | CBMS | Preliminary Study for a Bayesian Network Prognostic Model for Crohn's Disease. | Cludia Camila Dias, Fernando Magro, Pedro Pereira Rodrigues |
| 2015 | CBMS | Obstructive Sleep Apnea Diagnosis: The Bayesian Network Model Revisited. | Pedro Pereira Rodrigues, Daniela Ferreira Santos, Liliana Leite |
| 2015 | EPIA | Predicting Within-24h Visualisation of Hospital Clinical Reports Using Bayesian Networks. | Pedro Pereira Rodrigues, Cristiano Incio Lemes, Cludia Camila Dias, Ricardo Cruz-Correia |
| 2015 | KDD | Medical Mining: KDD 2015 Tutorial. | Myra Spiliopoulou, Pedro Pereira Rodrigues, Ernestina Menasalvas Ruiz |
| 2014 | CBMS | Need and Requirements Elicitation for Electronic Access to Patient's Medication History in the Emergency Department. | Margarida David, Fernando Rosa, Pedro Pereira Rodrigues |
| 2014 | CBMS | Using Probabilistic Graphical Models to Enhance the Prognosis of Health-Related Quality of Life in Adult Survivors of Critical Illness. | Cludia Camila Dias, Cristina Granja, Altamiro da Costa Pereira, Joo Gama, Pedro Pereira Rodrigues |
| 2014 | CBMS | Can We Avoid Unnecessary Polysomnographies in the Diagnosis of Obstructive Sleep Apnea? A Bayesian Network Decision Support Tool. | Liliana Leite, Cristina Costa-Santos, Pedro Pereira Rodrigues |
| 2013 | CBMS | Telenursing in colorectal cancer patient follow-up and treatment assessment: A mixed methods evaluation study. | Maria Jose Dias, Maria Fragoso, Lucio Lara-Santos, Pedro Pereira Rodrigues |
| 2013 | CBMS | Learner's satisfaction within a breast imaging eLearning course for radiographers. | Ins C. Moreira, Sandra M. Rua Ventura, Isabel Ramos, Pedro Pereira Rodrigues |
| 2013 | CBMS | Predicting visualization of hospital clinical reports using survival analysis of access logs from a virtual patient record. | Pedro Pereira Rodrigues, Cludia Camila Dias, Diana Rocha, Isabel Boldt, Armando Teixeira-Pinto, Ricardo Cruz-Correia |
| 2013 | CBMS | An automatic clinical document importance estimator for an existing electronic patient record - Architecture and implementation. | Bruno Santos, Pedro Pereira Rodrigues, Ricardo Cruz-Correia |
| 2013 | CBMS | Contextual anomalies in medical data. | Daniela Vasco, Pedro Pereira Rodrigues, Joo Gama |
| 2011 | SAC | L2GClust: local-to-global clustering of stream sources. | Pedro Pereira Rodrigues, Joo Gama, Joo Arajo, Lus M. B. Lopes |
| 2009 | ICDM | Change Detection in Climate Data over the Iberian Peninsula. | Raquel Sebastio, Pedro Pereira Rodrigues, Joo Gama |
| 2009 | KDD | Issues in evaluation of stream learning algorithms. | Joo Gama, Raquel Sebastio, Pedro Pereira Rodrigues |
| 2009 | SAC | Evaluating algorithms that learn from data streams. | Joo Gama, Pedro Pereira Rodrigues, Raquel Sebastio |
| 2008 | ECAI | Robust Division in Clustering of Streaming Time Series. | Pedro Pereira Rodrigues, Joo Gama |
| 2008 | ICDM | Online Reliability Estimates for Individual Predictions in Data Streams. | Pedro Pereira Rodrigues, Joo Gama, Zoran Bosnic |
| 2008 | KDD | A Simple Dense Pixel Visualization for Mobile Sensor Data Mining. | Pedro Pereira Rodrigues, Joo Gama |
| 2008 | KDD | Monitoring Incremental Histogram Distribution for Change Detection in Data Streams. | Raquel Sebastio, Joo Gama, Pedro Pereira Rodrigues, Joo Bernardes |
| 2007 | EPIA | Semi-fuzzy Splitting in Online Divisive-Agglomerative Clustering. | Pedro Pereira Rodrigues, Joo Gama |
| 2006 | SDM | ODAC: Hierarchical Clustering of Time Series Data Streams. | Pedro Pereira Rodrigues, Joo Gama, Joo Pedro Pedroso |
| 2005 | SAC | Learning decision trees from dynamic data streams. | Joo Gama, Pedro Medas, Pedro Pereira Rodrigues |