Journal Articles 2020(1 publication) [publication]Simões, M. and Leitão, B. and Henriques, J. and Castelo-Branco, M. and P. Carvalho , "BCIAUT-P300: A Multi-Session and Multi-Subject Benchmark Dataset on Autism for P300-Based Brain-Computer-Interfaces", Frontiers in Neuroscience, vol. 14, 2020 2018(1 publication) [publication]Leal, A. and Nunes, D. and Couceiro, R. and Henriques, J. and P. Carvalho and Quintal, I. and Teixeira, C. , "Noise detection in phonocardiograms by exploring similarities in spectral features", Biomedical Signal Processing and Control, vol. 44, pp. 154-154, 2018 2017(2 publications) [publication]Mendes, D. and Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Integration of current clinical knowledge with a data driven approach: an innovative perspective", International Journal of Information Technology & Decision Making, 2017 [publication]Kianimajd, A. and Henriques, J. and Ruano, A. and Ruano M G and P. Carvalho and Paredes, S. and Rocha, T. , "Comparison of different methods of measuring similarity in physiologic time series", IFAC-PapersOnLine, vol. 50, 2017 2016(2 publications) [publication]Couceiro, R. and P. Carvalho and Paiva, R.P. and Muehlsteff, J. . and Henriques, J. and Eickholt, C. and Brinkmeyer, C. and Meyer, C. , "Real Time Prediction of Neurally Mediated Syncope", IEEE Journal of Biomedical and Health Informatics, vol. 20, pp. 508-520, 2016 [publication]Rocha, T. and Paredes, S. and Cabiddu, R. and Couceiro, R. and P. Carvalho and Henriques, J. , "A Tool For ECG Analysis as a Module of a Tele-Monitoring System", International Journal of Online Engineering, 2016 2015(5 publications) [publication]Couceiro, R. and P. Carvalho and Paiva, R.P. and Henriques, J. and Quintal, I. and Antunes, M. and Muehlsteff, J. . and Eickholt, C. and Brinkmeyer, C. and Meyer, C. , "Assessment of cardiovascular function from multi-Gaussian fitting of a finger photoplethysmogram", Physiol. Meas. , vol. 36, pp. 1801-1825, 2015 [publication]Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Morais, J. , "Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease.", Med Biol Eng Comput., 2015 [publication]Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Mendes, D. and Cabiddu, R. and Morais, J. , "The CardioRisk Project: Improvement of Cardiovascular Risk Assessment", Journal of Computational Science, 2015 [publication]Paredes, S. and Rocha, T. and Mendes, D. and P. Carvalho and Henriques, J. and Morais, J. , "New approaches for improving cardiovascular risk assessment", Revista Portuguesa de Cardiologia, 2015 [publication]Marques, T. and P. Carvalho and Henriques, J. and Paredes, S. and Rocha, T. and Morais, J. , "Personalization based on Grouping Strategies for Short-Term Cardiovascular Event Risk Assessment", Cardiovascular Engineering and Technology, 2015 2014(3 publications) [publication]Couceiro, R. and P. Carvalho and Paiva, R.P. and Henriques, J. and Muehlsteff, J. . , "Detection of motion artifact patterns in photoplethysmographic signals based on time and period domain analysis", Physiological Measurement, vol. 35, pp. 2369-2388, 2014 [publication]P. Gil and Henriques, J. and Alberto Cardoso and P. Carvalho and António Dourado , "Affine Neural Network-Based Predictive Control Applied to a Distributed Solar Collector Field", Control Systems Technology, IEEE Transactions on, vol. 22, pp. 585-596, 2014 [citation][year=2016]Shen, Ling, et al. "Temperature uniformity control of large-scale vertical quench furnaces for aluminum alloy thermal treatment." IEEE Transactions on Control Systems Technology 24.1 (2016): 24-39. [citation][year=2016]Zhang, Zhen, Cheng Ma, and Rong Zhu. "Self-Tuning Fully-Connected PID Neural Network System for Distributed Temperature Sensing and Control of Instrument with Multi-Modules." Sensors 16.10 (2016): 1709. [citation][year=2016]Andonovski, Goran, et al. "Robust evolving cloud-based control for the distributed solar collector field." Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. IEEE, 2016. [citation][year=2016]Xiang, Kui, et al. "Regularized Taylor Echo State Networks for Predictive Control of Partially Observed Systems." IEEE Access 4 (2016): 3300-3309. [citation][year=2015]Temperature Uniformity Control of Large-Scale Vertical Quench Furnaces for Aluminum Alloy Thermal Treatment L Shen, J He, C Yang, W Gui, H Xu - ieeexplore.ieee.org Abstract—The thermal treatment of aluminum alloy workpieces requires strict temperature uniformity in largescale vertical quench furnaces. 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Carvalho and Paredes, S. and Rocha, T. and Habetha, J. and Morais, J. and Antunes, M. , "Prediction of heart failure decompensation events by trend analysis of telemonitoring data", IEEE Journal of Biomedical and Health Informatics, 2014 2013(2 publications) [publication]P. Gil and Henriques, J. and Alberto Cardoso and António Dourado , "On affine state-space neural networks for system identification: Global stability conditions and complexity management", Control Engineering Practice, 2013 [citation][year=2016]Tutunji, Tarek A. "Parametric system identification using neural networks." Applied Soft Computing 47 (2016): 251-261. [citation][year=2015]Ma, Xingyun, and Feng Ding. "Recursive and iterative least squares parameter estimation algorithms for observability canonical state space systems." Journal of the Franklin Institute 352, no. 1 (2015): 248-258. [citation][year=2015]Wavenet using artificial bee colony applied to modeling of truck engine powertrain components CE Klein, M Bittencourt, L dos Santos Coelho - Engineering Applications of …, 2015 - Elsevier Abstract The purpose of this paper is to validate an artificial wavelet neural network, or wavenet model, combined with artificial bee colony optimization, a swarm intelligence paradigm, to model powertrain components of a truck engine. The arrangement of artificial ... [citation][year=2013]Singh, Bhim, Sabha Raj Arya, Ambrish Chandra, and Kamal Al-Haddad. "Variable step learning control algorithm for VSC based shunt compensator." In Power Electronics for Distributed Generation Systems (PEDG), 2013 4th IEEE International Symposium on, pp. 1-7. IEEE, 2013. [publication]Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Cabiddu, R. and Morais, J. , "Heart Rate Variability Applied to Short-Term Cardiovascular Event Risk Assessment", Engineering, 2013 2012(2 publications) [publication]Paiva, R.P. and P. Carvalho and Couceiro, R. and Henriques, J. and Antunes, M. and Quintal, I. and Muehlsteff, J. . , "Beat-to-Beat Systolic Time-Interval Measurement from Heart Sounds and ECG", Physiological Measurement , vol. 33, pp. 177-194, 2012 [citation][year=2013]1. Su, Ho-Ming, et al. (2013). "A Comparison between Brachial and Echocardiographic Systolic Time Intervals." PloS one 8.2: e55840. [citation][year=2013]Luprano, J., et al. "HeartCycle: Advanced sensors for telehealth applications." Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE. IEEE, 2013. [publication]Eilebrecht, B. and Henriques, J. and Rocha, T. and Paredes, S. and P. Carvalho and Leonhardt, S. , "Automatic Parameter Extraction from Capacitive ECG Measurements", Cardiovascular Engineering and Technology , vol. 3, pp. 319-332, 2012 2011(3 publications) [publication]D. Kumar and P. Carvalho and Antunes, M. and Paiva, R.P. and Henriques, J. , "Noise detection during heart sound recording using periodicity signatures", Physiological Measurement, 2011 [citation][year=2013]Castro, A., Vinhoza, T. T., Mattos, S. S., & Coimbra, M. T. (2013). Heart Sound Segmentation of Pediatric Auscultations Using Wavelet Analysis. EMBC’2013. [citation][year=2013]Naseri, H., Homaeinezhad, M. R., & Pourkhajeh, H. (2013). Noise/Spike Detection in Phonocardiogram Signal as a Cyclic Random Process with Non-Stationary Period Interval. Computers in Biology and Medicine. [citation][year=2013]H. Naseri, M. R. 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Phonocardiogram noise detection in realistic environments. MSc Thesis, University of Porto, Portugal. [publication]Paredes, S. and Rocha, T. and P. Carvalho and Henriques, J. and Harris, M. and Morais, J. , "Long Term Cardiovascular Risk Models' Combination", Computer Methods and Programs in Biomedicine Journal, 2011 [citation][year=2010]• Reiter, H.; HeartCycle: Beyond building demonstrators. A structured approach to develop, implement and validate healthcare innovations in telemonitoring, nnual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010., pp. 6847-6849, 2010. [publication]Rocha, T. and Paredes, S. and P. 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Control Engineering Practice 60 (2017): 124-132. [citation][year=2017]"Model and control scheme for recirculation mode direct steam generation parabolic trough solar power plants", Su Guo, Deyou Liu, Xingying Chen and Ling Zhou, Applied Energy, DOI: 10.1016/j.apenergy.2017.05.127 [citation][year=2015]A Direct Self-Constructing Neural Controller Design for a Class of Nonlinear Systems H Han, W Zhou, J Qiao, G Feng - 2015 - ieeexplore.ieee.org Abstract—This paper is concerned with the problem of adaptive neural control for a class of uncertain or ill-defined nonaffine nonlinear systems. Using a self-organizing radial basis function neural network (RBFNN), a direct self-constructing neural controller (DSNC) is ... [citation][year=2015][PDF] Neural Network Predictive Controller for Improved Operational Efficiency of Shiroro Hydropower Plant OO Adedayo, SL Gbadamosi, DT Ale - researchgate.net Abstract—The development of efficient models and controllers is central to better understanding and analysis of operational efficiency of modern hydropower plants. In this work, an intelligent Levenberg-Marquardt based Neural Network Predictive Controller ( ... [citation][year=2014]Elmetennani, Shahrazed, and Taous Meriem Laleg-Kirati. "Fuzzy Approximate Model for Distributed Thermal Solar Collectors Control." (2014). [citation][year=2014]Montes, Samuel Alcántara, and Jesús Alberto Meda Campaña. "Seguimiento de referencias aplicadas en manipuladores robóticos." (2014). 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D (???????), 2010 - J-STAGE [citation][year=2010]Prediction of thermal profiles using artificial neural network CKL Gee, CK Ho… - … and Development in …, 2010 - ieeexplore.ieee.org [citation][year=2009]A transmission line fault locator based on Elman recurrent networks S Ekici, S Yildirim, M Poyraz - Applied soft computing, 2009 - Elsevier [citation][year=2009]Studies on the application of different ANNs to predict permeate flux in rotating disk membrane modules: A case study with MATLAB™ C Bhattacharjee, D Sen, P Sarkar, S Datta… - … and Water Treatment, 2009 - Taylor & Francis [citation][year=2008]Modelling and predictive control of a multivariable process using recurrent neural networks N Sivakumaran, TK Radhakrishnan - International Journal of …, 2008 - actapress.com 1998(2 publications) [publication]Henriques, J. and Victor, J. and Pereira, C. and António Dourado , "Experimental On-Line Learning For a Benchmark Process", in Controlo'98, 1998 [publication]Henriques, J. and Alberto Cardoso and António Dourado , "Fuzzy supervisor of PID controllers for the Acurex field at PSA", in 2nd Annual Workshop Plataforma Solar de Almería, 1998 [citation][year=2017]Karamali, Mohammad, and Mahdi Khodabandeh. "A distributed solar collector field temperature profile control and estimation using inlet oil temperature and radiation estimates based on Iterative Extended Kalman Filter." Renewable Energy 101 (2017): 144-155. [citation][year=2011]M. Pasamontesa, J.D. Álvareza, J.L. Guzmána, J.M. Lemos, and M. Berenguela, “A switching control strategy applied to a solar collector field”, IFAC Control Engineering Practice, article in press, 2011. [citation][year=2007]E.F. Camacho, F.R. Rubio, M. Berenguel and L. Valenzuela, “A survey on control schemes for distributed solar collector fields. Part I: Modeling and basic control approaches”, Solar Energy, 81, pp. 1240-1251, 2007. [citation][year=2007]E.F. Camacho, F.R. Rubio, M. Berenguel and L. Valenzuela, “A survey on control schemes for distributed solar collector fields. Part II: Advanced control approaches”, Solar Energy, 2007, 81, pp. 1252-1272, 2007. [citation][year=2006]Francisco Rubio, Eduardo Camacho and Manuel Berenguel, “Control de Campos de Colectores Solares”, Revista iberoamericana de automática e informática industrial (RIAI), ISSN 1697-7912, Vol. 3, 4, pp. 26-45, 2006. [citation][year=2005]Fuzzy predictive control of a solar power plant Flores, A. Saez, D. Araya, J. Berenguel, M. Cipriano, A. Dept. de Ingenieria Electr., Pontificia Univ. Catolica de Chile, Santiago, Chile; This paper appears in: Fuzzy Systems, IEEE Transactions on Publication Date: Feb. 2005 Volume: 13, Issue: 1 On page(s): 58- 68 ISSN: 1063-6706 1997(1 publication) [publication]Pereira, C. and Henriques, J. and António Dourado , "Adaptive RBFNN versus self-tuning controller: An experimental comparative study", in European Control Conference, 1997 [citation][year=2007]A Neural Network Parallel Adaptive Controller for Dynamic System Control S Kamalasadan, AA Ghandakly - IEEE Transactions on Instrumentation and Measurement [citation][year=2005]A fighter aircraft pitch rate control based on neural network parallel controller S Kamalasadan, AA Ghandakly - 2005 IEEE International Conference on Computational ?, 2005 - ieeexplore.ieee.org CIMSA 2005 " IEEE International Conference on Computational Intelligence for Measurement Systems and Applications Giardini Naxos, Italy, 20-22 July 2005 [citation][year=2004]Neural networks for LED color control I Ashdown - Proceedings of Solid State Lighting III - portal80.ca Copyright 2004 Society of Photo-Optical Instrumentation Engineers. [citation][year=2004]A New Generation of Adaptive Control: An Intelligent Supervisory Loop Approach S Kamalasadan - 2004 - ohiolink.edu 1994(1 publication) [publication]Gonçalves, C. and Alberto Cardoso and António Dourado and Ribeiro, B. and Pereira, C. and Henriques, J. , "Aplicação Multimédia para Treino e Aprendizagem em Controlo Automático", in 1º Encontro Portugues de Controlo Automático, 1994 Edited Books 2019(1 publication) [publication]Henriques, J. and P. Carvalho and Neves, N. ,Proceedings of the XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019 , vol. 76, 2019 2018(1 publication) [publication]Alberto Cardoso and Teixeira, C. and Henriques, J. and P. Gil and Guerra, H. and Garcia, A.M. and Ribeiro, B. and Leite, F.S. and Araújo, R. ,Proceedings of the 13th APCA - International Conference on Automatic Control and Soft-Computing – CONTROLO 2018 , "Proc. of the 13th APCA - International Conference on Automatic Control and Soft-Computing – CONTROLO 2018", vol. 1, 2018 Book Chapters 2015(2 publications) [publication]Rocha, T. and Henriques, J. and P. Carvalho and Paredes, S. and Morais, J. , "A simulation tool for telehealth streams analysis based on pattern recognition techniques", in Online Experimentation: Emergent Technologies & the Internet of Things, vol. 1, pp. 47-70, 2015 [publication]Paredes, S. and Rocha, T. and Henriques, J. and P. Carvalho and Morais, J. , "Web Tool to Improve the Event Risk Assessment in Cardiovascular Disease Patients", in Online Experimentation: Emerging Technologies and IoT, vol. 1, pp. 455-472, 2015 2011(1 publication) [publication]P. Carvalho and Henriques, J. and Couceiro, R. and Harris, M. and Antunes, M. and Habetha, J. , "A Comprehensive Framework of Computational Intelligence", 2011 2010(2 publications) [publication]Henriques, J. and P. Gil and Alberto Cardoso and P. Carvalho and Duarte-Ramos, H. and António Dourado , "Power Plant Applications of Advanced Control Techniques", in Power Plant Applications of Advanced Control Techniques, 2010 [publication]Henriques, J. and P. Gil and P. Carvalho and Alberto Cardoso and Duarte-Ramos, H. and António Dourado , "Nonlinear Control Based on Affine Neural Networks: Application to a Solar Power Plant", in Power Plant Applications of Advanced Control Techniques, vol. 1, pp. 295-320, 2010 2008(1 publication) [publication]António Dourado and Henriques, J. and P. Carvalho , "Neural, Fuzzy, and Neurofuzzy Systems for Medical Applications", in Intelligent and Adaptive Systems in Medicine, pp. 127-172, 2008 2006(1 publication) [publication]Pereira, H. and P. Carvalho and Henriques, J. and Seixas, N. and Brito, M. and Palrinhas, F. , "SVG as a Basis for HCI in Heterogeneous eHealth Systems", in Smart Homes and Beyond, vol. 19, 2006 [citation][year=2010]• Raymond R. Bond, Dewar D. Finlay, Chris D. Nugent DPhil, George Moore,, A Web-based tool for processing and visualizing body surface potential maps, Journal of Electrocardiology, Volume 43, Issue 6, Pages 560-565, 2010 2002(1 publication) [publication]P. Gil and Alberto Cardoso and António Dourado and Henriques, J. , "Experiments with an Adaptive Model-Based Predictive Controller Applied to a Distributed Solar Collector Field: Performance and Fault Tolerance Assessment", 2002 [citation][year=2007]E.F. Camacho, F.R. Rubio, M. Berenguel and L. Valenzuela, “A survey on control schemes for distributed solar collector fields. Part II: Advanced control approaches”, Solar Energy, 2007, 81, pp. 1252-1272, 2007. [citation][year=2006]Francisco Rubio, Eduardo Camacho and Manuel Berenguel, “Control de Campos de Colectores Solares”, Revista iberoamericana de automática e informática industrial (RIAI), ISSN 1697-7912, Vol. 3, 4, pp. 26-45, 2006. 2000(1 publication) [publication]António Dourado and Henriques, J. and Victor, J. and Pereira, C. , "Comparasion of Real-Time Learning Techniques in a Laboratory Process", in Lectures Notes on Iterative Identification and Control Design, 2000 PhD Theses 2001(1 publication) [publication]Henriques, J. , "Contribuição para o Controlo Adaptativo Não Linear: Redes Neuronais Recorrentes no Contexto da Regulação da Saída", 2001 Tech Report 1999(1 publication) [publication]Henriques, J. , "A recurrent neuronal approach for the nonlinear discrete time output regulation", 1999