Simão Paredes

57 papers C 3Journal 18Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Benchmarking Methods for Pointwise Reliability. Inf. Cláudio Correia, Simão Paredes, Teresa Rocha, Jorge Henriques, Jorge Bernardino
2025	J	`jnl`	Editorial of the special section: CIARP 2023. Pattern Recognit. Lett. Inês Domingues, Verónica Vasconcelos, Simão Paredes
2025	—	`conf`	Pointwise Reliability Assessment. exp.at Cláudio Correia, Simão Paredes, Jorge Henriques, Teresa Rocha, Lino Gonçalves
2025	J	`jnl`	Towards a Comprehensive Taxonomy of Pointwise Reliability Assessment Techniques for Machine Learning Models. IEEE Trans. Emerg. Top. Comput. Intell. João Loureiro, Lorena Petrella, Paulo Gil, Teresa Rocha, Simão Paredes, Jorge Henriques
2024	J	`jnl`	Machine learning models' assessment: trust and performance. Medical Biol. Eng. Comput. Sónia Sousa, Simão Paredes, Teresa Rocha, Jorge Henriques, José Sousa, Lino Gonçalves
2024	—	`conf`	Pointwise reliability metrics for machine learning model predictions: three different approaches. ICDM (Workshops) José Sousa, Simão Paredes, Jorge Henriques, Lino Gonçalves, Teresa Rocha
2024	C	`ed.`	Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 26th Iberoamerican Congress, CIARP 2023, Coimbra, Portugal, November 27-30, 2023, Proceedings, Part I CIARP Verónica Vasconcelos, Inês Domingues, Simão Paredes
2024	C	`ed.`	Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 26th Iberoamerican Congress, CIARP 2023, Coimbra, Portugal, November 27-30, 2023, Proceedings, Part II CIARP Verónica Vasconcelos, Inês Domingues, Simão Paredes
2024	—	`conf`	Trust in Machine Learning Models: Global and Individual Assessment. ICDM (Workshops) Simão Paredes, Teresa Rocha, Sónia Sousa, Jorge Henriques, José Sousa, Lino Gonçalves
2023	J	`jnl`	An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment. Comput. Methods Programs Biomed. M. Roseiro, Jorge Henriques, Simão Paredes, Teresa Rocha, José Sousa
2022	J	`jnl`	Interpretability, personalization and reliability of a machine learning based clinical decision support system. Data Min. Knowl. Discov. Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais
2021	J	`jnl`	A New Approach for Interpretability and Reliability in Clinical Risk Prediction: Acute Coronary Syndrome Scenario. CoRR Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
2021	J	`jnl`	A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario. Artif. Intell. Medicine Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
2021	—	`conf`	Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. EMBC Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
2021	J	`jnl`	Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. CoRR Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais
2021	J	`jnl`	Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems. CoRR Francisco Valente, Simão Paredes, Jorge Henriques
2019	—	`conf`	A Matlab Tool for Solving Linear Goal Programming Problems. exp.at Teresa Rocha, Ana Borges, Simão Paredes, André Pinho
2019	—	`conf`	A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk. exp.at Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, Daniel Oliveira, João Morais, Rita Carvalho, Catarina Ruivo
2019	—	`conf`	Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events. EMBC Diogo Nunes, Teresa Rocha, Vicente Traver, César Alexandre Teixeira, M. Graça Ruano, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2018	—	`conf`	A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment. EMBC Simão Paredes, Jorge Henriques, Teresa Rocha, Diana Mendes, Paulo de Carvalho, João Morais, Anna Maria Bianchi, V. Salcedof
2018	J	`jnl`	Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective. Int. J. Inf. Technol. Decis. Mak. Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2018	—	`conf`	Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces. EMBC Diogo Nunes, Adriana Leal, Teresa Rocha, Vicente Traver, César Alexandre Teixeira, M. Graça Ruano, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2018	—	`conf`	The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions. BIBM Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais, Luis Santos, Rita Carvalho
2017	—	`conf`	A non-exercise based V02max prediction using FRIEND dataset with a neural network. EMBC Jorge Henriques, Paulo Carvalho, Teresa Rocha, Simão Paredes, Ramona Cabiddu, Renata Trimer, Renata Gonçalves Mendes, Audrey Borghi-Silva, Lenny Kaminsky, Euan A. Ashley, Ross Arena, Jonathan Myers
2017	—	`conf`	An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment. EMBC Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2017	—	`conf`	Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment. RTSI Diana Mendes, Paulo de Carvalho, Jorge Henriques, Simão Paredes, Teresa Rocha, João Morais
2016	J	`jnl`	A Tool For ECG Analysis as a Module of a Tele-Monitoring System. Int. J. Online Eng. Teresa Rocha, Simão Paredes, Ramona Cabiddu, Ricardo Couceiro, Paulo Carvalho, Jorge Henriques
2016	—	`conf`	Identification of CVD risk parameters during sleep. BHI Anna M. Bianchi, Jorge Henriques, Clara Italiano Monteiro, Audrey Borghi-Silva, Paulo Carvalho, Matteo Migliorini, Teresa Rocha, Simão Paredes, Vitor Trimer, Ramona Cabiddu
2016	—	`conf`	Improving clinical models based on knowledge extracted from current datasets: A new approach. EMBC Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2016	—	`conf`	Multi-parametric prediction for cardiovascular risk assessment. pHealth Jorge Henriques, Paulo de Carvalho, Teresa Rocha, Simão Paredes, João Morais
2016	—	`conf`	Strategies for personalized risk assessment for CVD management. BHI Simão Paredes, Diana Mendes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais
2016	—	`conf`	Strategies for prediction of cardio-vascular status without explicit modeling. BHI Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2015	—	`conf`	A tool for ECG analysis as a module of a tele-monitoring system. exp.at Teresa Rocha, Simão Paredes, Ramona Cabiddu, Ricardo Couceiro, Paulo Carvalho, Jorge Henriques
2015	—	`conf`	Assessment of cardiovascular risk based on a data-driven knowledge discovery approach. EMBC Diana Mendes, Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Ramona Cabiddu, João Morais
2015	—	`conf`	Correlation between autonomous function and left ventricular performance after acute myocardial infarction. EMBC Ramona Cabiddu, Renata Trimer, Clara Italiano Monteiro, Audrey Borghi-Silva, Vitor Trimer, Paulo Carvalho, Teresa Rocha, Simão Paredes, Anna M. Bianchi, Jorge Henriques
2015	—	`conf`	Expert knowledge integration in the data mining process with application to cardiovascular risk assessment. EMBC Miguel Tavares, Simão Paredes, Teresa Rocha, Paulo Carvalho, João Pedro Ramos, Diana Mendes, Jorge Henriques, João Morais
2015	J	`jnl`	Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease. Medical Biol. Eng. Comput. Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais, Jorge Ferreira
2015	J	`jnl`	Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data. IEEE J. Biomed. Health Informatics Jorge Henriques, Paulo Carvalho, Simão Paredes, Teresa Rocha, Jörg Habetha, Manuel Antunes, João Morais
2015	J	`jnl`	The CardioRisk project: Improvement of cardiovascular risk assessment. J. Comput. Sci. Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Diana Mendes, Ricardo Cabete, Ramona Cabiddu, Anna M. Bianchi, João Morais
2014	—	`conf`	Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects. BHI Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2014	—	`conf`	Personalization algorithms applied to cardiovascular disease risk assessment. EMBC Simão Paredes, Tânia Filipa Santos Marques, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
2013	—	`conf`	An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems. EMBC Teresa Rocha, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2013	—	`conf`	Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project. EMBC Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes
2013	—	`conf`	Matlab tool applied to the trend prediction of physiological time series. exp.at Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2013	—	`conf`	Matlab tool for cardiovascular disease risk prediction. exp.at Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
2013	—	`conf`	Simulation software applied to short term cardiovascular disease risk assessment. exp.at Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais
2013	—	`conf`	Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR. EMBC Jorge Henriques, Teresa Rocha, Simão Paredes, Paulo de Carvalho
2013	—	`conf`	Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition. exp.at Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2012	—	`conf`	An efficient strategy for evaluating similarity between time series based on Wavelet / Karhunen-Loève transforms. EMBC Teresa Rocha, Simão Paredes, Paulo de Carvalho, Jorge Henriques
2012	C	`conf`	Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population. FUSION Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes
2012	—	`conf`	Improvement of CVD risk assessment tools' performance through innovative patients' grouping strategies. EMBC Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, João Morais, Jorge Ferreira, Miguel Mendes
2011	—	`conf`	A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data. EMBC Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2011	—	`conf`	Fusion of risk assessment models with application to coronary artery disease patients. EMBC Simão Paredes, Teresa Rocha, Paulo de Carvalho, Jorge Henriques, D. Rasteiro, João Morais, Jorge Ferreira, Miguel Mendes
2011	J	`jnl`	Long term cardiovascular risk models' combination. Comput. Methods Programs Biomed. Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais
2011	J	`jnl`	Prediction of acute hypotensive episodes by means of neural network multi-models. Comput. Biol. Medicine Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques
2010	J	`jnl`	A lead dependent ischemic episodes detection strategy using Hermite functions. Biomed. Signal Process. Control. Teresa Rocha, Simão Paredes, Paulo Carvalho, Jorge Henriques, Matthew Harris, João Morais, Manuel Antunes
2008	—	`conf`	Atrial Activity Detection through a Sparse Decomposition Technique. BMEI (2) Simão Paredes, Teresa Rocha, Paulo Carvalho, Jorge Henriques