People
Rui Pedro Paiva
Home Page
http://rppaiva.dei.uc.pt/Member
Cognitive and Media SystemsResearch interests
Music Emotion RecognitionMusic Information Retrieval
Medical Informatics
Feature Engineering
Applied Machine Learning
Affiliation
Department of Informatics EngineeringUniversity of Coimbra, Portugal
Short Bio
Rui Pedro Paiva is a Professor at the Department of Informatics Engineering of the University of Coimbra. He concluded his Doctoral, Master and Bachelor (Licenciatura - 5 years) degrees, all in Informatics Engineering at the University of Coimbra, in 2007, 1999 and 1996, respectively.Prof. Dr. Rui Pedro Paiva is a member of the Cognitive and Media Systems and Adaptive Computation research groups at the Center for Informatics and Systems of the University of Coimbra (CISUC). His main research interests are in the areas of Music Information Retrieval (MIR) and Medical Informatics. The common research "hat" is the study of feature engineering, applied machine learning and digital signal processing techniques applied to bio and musical signals. He has coordinated and participated in several projects in the above fields and publishes actively in the main conferences and journals in his areas of research, with a record of over 100 papers in scientific journals and conferences.
In 2004, his algorithm for melody detection in polyphonic audio won the ISMIR 2004 Audio Description Contest - melody extraction track, the 1st worldwide contest devoted to MIR methods.
In October 2012, he and his doctoral student Renato Panda developed an algorithm that performed best in the MIREX 2012 Audio Train/Test: Mood Classification task. More details in http://www.music-ir.org/nema_out/mirex2012/results/act/ mood_report/summary.html.
National Projects
DataScience4NP: Data Science for Non-Programmers
International Projects
Link: Linking Excellence in Biomedical knowledge and Computational Intelligence Research for personalized management of CVD within PHC
WELMO: Wearable Electronics for Effective Lung Monitoring
Past Projects
SoundForLife
HeartCycle
MOODetector: A System for Mood-based Classification and Retrieval of Audio Music
HeartSafe – Assessing Heart Function for Unsupervised Homecare Applications through Multi-Channel Auscultation
RECARDI
WELCOME - Wearable Sensing and Smart Cloud Computing for Integrated Care to COPD Patients with Comorbidities
Books
2009
(1 publication)Journal Articles
2020
(1 publication)- Pereira, P. and Paiva, R.P. and al., e. , "Skin Lesion Classication Enhancement Using Border-Line Features - the Melanoma vs Nevus problem", Biomedical Signal Processing and Control, vol. 57, pp. 101765, 2020 [ DOI ]
2019
(1 publication)- Rocha, B.M.M. and Paiva, R.P. and P. Carvalho and al., e. , "An Open Access Database for the Evaluation of Respiratory Sound Classifica-tion Algorithms", Physiological Measurement , vol. 40, 2019 [ DOI ]
2018
(2 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Emotionally-Relevant Features for Classification and Regression of Music Lyrics", IEEE Transactions on Affective Computing, vol. 9, pp. 240-254, 2018 [ DOI ]
- Panda, Renato and Malheiro, R., and Paiva, R.P. , "Novel audio features for music emotion recognition", IEEE Transactions on Affective Computing (early access), 2018 [ DOI ]
2016
(2 publications)- 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
- Vogt, B. and Mendes, L. and Chouvarda, I. and Paiva, R.P. and Maglaveras, N. and al., e. , "Influence of torso and arm positions on chest examinations by electrical impedance tomography", Physiological Measurement, vol. 37, pp. 904-921, 2016
2015
(2 publications)- Panda, Renato and Rocha, B.M.M. and Paiva, R.P. , "Music Emotion Recognition with Standard and Melodic Audio Features", Applied Artificial Intelligence, vol. 29, pp. 313-334, 2015
- 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
2014
(1 publication)2012
(1 publication)2011
(1 publication)2008
(1 publication)2006
(1 publication)2004
(3 publications)- Paiva, R.P. and António Dourado and Duarte, B. , "Quality Prediction in Pulp Bleaching: Application of a Neuro-Fuzzy System", Control Engineering Practice, vol. 12, pp. 587-594, 2004
- Paiva, R.P. and António Dourado , "Interpretability and Learning in Neuro-Fuzzy Systems", Fuzzy Sets and Systems, vol. 147, pp. 17-38, 2004
- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "Sistemas de Classificação Musical com Redes Neuronais", Gestão e Desenvolvimento, vol. 12, pp. 167-195, 2004
2001
(1 publication)Conference Articles
2019
(3 publications)- Paiva, R.P. and Rocha, B.M.M. and Teixeira, C. and Henriques, J. and P. Carvalho , "Feature Engineering for the Detection and Classification of Respiratory Sounds", in XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, 2019
- Pereira, P. and Paiva, R.P. and al., e. , "Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering", in 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2019, 2019 [ DOI ]
- Pereira, P. and Paiva, R.P. and al., e. , "Image Segmentation using Gradient based Histogram Thresholding for Skin Lesion Delineation", in 6th International Conference on Bioimaging – BIOIMAGING 2019, 2019 [ DOI ]
2018
(5 publications)- João T. Fernandes and Rocha, B.M.M. and Paiva, R.P. and Tiago Cruz , "Using Low Cost Embedded Systems for Respiratory Sounds Auscultation", in 15th International Symposium on Wireless Communication Systems (ISWCS 2018), 2018 [ DOI ]
- Panda, Renato and Malheiro, R., and Paiva, R.P. , "Musical Texture and Expressivity Features for Music Emotion Recognition", in 19th International Society for Music Information Retrieval Conference – ISMIR 2018, 2018
- Pedroso, A. and Lopes, B.L. and Correia, J. and Araujo, F. and Jorge Cardoso and Paiva, R.P. , "A Data Mining Service for Non-Programmers", in 10th International Conference on Knowledge Discovery and Information Retrieval – KDIR 2018, 2018 [ DOI ]
- Lopes, B.L. and Pedroso, A. and Correia, J. and Araujo, F. and Jorge Cardoso and Paiva, R.P. , "DataScience4NP - A Data Science Service for Non-Programmers", in 10º Simpósio de Informática – INForum 2018, 2018
- Pereira, P. and Paiva, R.P. and al., e. , "Transfer Learning of ImageNet Neural Network for Pigmented Skin Lesion Detection", in 24th Portuguese Conference on Pattern Recognition – RECPAD 2018, 2018
2017
(8 publications)- Mendes, L. and Chouvarda, I. and Maglaveras, N. and Teixeira, C. and Henriques, J. and Carvalho, P. and Paiva, R.P. , "Detection of wheezes and crackles using a multi-feature approach", in 5th Portuguese BioEngineering Meeting, 2017
- Rocha, B.M.M. and Mendes, L. and Paiva, R.P. and Chouvarda, I. and P. Carvalho and Natsiavas, P. and Maglaveras, N. and al., e. , "? Respiratory Sound Database for the Development of Automated Classification", in International Conference on Biomedical and Health Informatics, 2017
- Rocha, B.M.M. and Mendes, L. and Chouvarda, I. and P. Carvalho and Paiva, R.P. , "Detection of Cough and Adventitious Respiratory Sounds in Audio Recordings by Internal Sound Analysis", in International Conference on Biomedical and Health Informatics, 2017
- Filipe, R. and Paiva, R.P. and Araujo, F. , "Client-Side Black-Box Monitoring for Web Sites", in The 16th IEEE International Symposium on Network Computing and Applications (NCA 2017), 2017
- Couceiro, R. and Henriques, J. and Paiva, R.P. and Antunes, M. and P. Carvalho , "Physiologically Motivated Detection of Atrial Fibrillation", in 39th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2017, 2017
- Rocha, B.M.M. and Mendes, L. and Couceiro, R. and Henriques, J. and P. Carvalho and Paiva, R.P. , "Detection of Explosive Cough Events in Audio Recordings by Internal Sound Analysis", in 39th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2017, 2017
- P. Carvalho and Mendes, L. and Maglaveras, N. and Chouvarda, I. and Henriques, J. and Teixeira, C. and Paiva, R.P. , "Machine Learning and Multiparametric Analysis of Cardiorespiratory Biosignals and Environmental Parameters", in IEEE International Conference on Biomedical and Health Informatics – BHI 2017, 2017
- L., L. and Vogt, B. and Mendes, L. and Chouvarda, I. and Paiva, R.P. and Maglaveras, N. and Frerichs, I. and al., e. , "Inhomogenität der regionalen Ventilationsverteilung während der forcierten Inspiration gemessen mittels elektrischer Impedanztomografie bei COPD-Patienten", in 58th Congress of the German Society for Pneumology and Respiratory Medicine – DGP 2017, 2017
2016
(12 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Classification and Regression of Music Lyrics: Emotionally-Significant Features", in 8th International Conference on Knowledge Discovery and Information Retrieval – KDIR’2016, 2016
- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Bi-Modal Music Emotion Recognition: Novel Lyrical Features and Dataset", in 9th International Workshop on Music and Machine Learning – MML’2016 – in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2016, 2016
- P. Carvalho and Henriques, J. and Paiva, R.P. and Teixeira, C. and Rocha, T. and Paredes, S. and al., e. , "LINK: Linking Excellence in Biomedical knowledge and Computational Intelligence Research for personalized management of CVD within PHC", in Pan American Health Care Exchanges – PAHCE’2016, 2016
- Henriques, J. and P. Carvalho and Paiva, R.P. and Teixeira, C. and Rocha, T. and Paredes, S. and al., e. , "Research on algorithms and models for pHealth applications: opportunities and challenges", in Pan American Health Care Exchanges – PAHCE’2016, 2016
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Muehlsteff, J. . and Henriques, J. and al., e. , "Evaluation of a PPG-based algorithm for prediction of Neurally Mediated Syncope", in IEEE International Conference on Biomedical and Health Informatics – BHI’2016, 2016
- P. Carvalho and Henriques, J. and Teixeira, C. and Couceiro, R. and Rocha, T. and Mendes, L. and Chouvarda, I. and Maglaveras, N. and Paiva, R.P. and al., e. , "Biodata analytics for COPD", in IEEE International Conference on Biomedical and Health Informatics – BHI’2016, 2016
- P. Carvalho and Henriques, J. and Paiva, R.P. and Teixeira, C. and Rocha, T. and Paredes, S. and al., e. , "Opportunities and Challenges for Research on Intelligent Algorithms for Phealth", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, 2016
- Trenk, F. and Mendes, L. and P. Carvalho and Paiva, R.P. and Teixeira, C. and Vogt, B. and Frerichs, I. , "Evaluation of Lung Ventilation Distribution in Chronic Obstructive Pulmonary Disease Patients Using the Global Inhomogeneity Index", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, August 2016, 2016
- Leal, A. and Chouvarda, I. and Maglaveras, N. and Henriques, J. and Paiva, R.P. and P. Carvalho and Teixeira, C. , "Detection of different types of noise in lung sounds", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, August 2016, 2016
- Mendes, L. and Chouvarda, I. and Maglaveras, N. and Henriques, J. and P. Carvalho and Paiva, R.P. and al., e. , "Detection of crackle events using a multi-feature approach", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, 2016
- Nunes, D. and Leal, A. and Henriques, J. and Paiva, R.P. and P. Carvalho and Teixeira, C. and Couceiro, R. , "An accurate and real-time ECG noise detection methodology", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, 2016
- Malheiro, R., and Gonçalo Oliveira, H, and Paulo Gomes and Paiva, R.P. , "Keyword-Based Approach for Lyrics Emotion Variation Detection", in 8th International Conference on Knowledge Discovery and Information Retrieval – KDIR’2016, November 2016, 2016
2015
(7 publications)- Leal, A. and Teixeira, C. and Chouvarda, I. and Maglaveras, N. and Henriques, J. and Paiva, R.P. and P. Carvalho , "A multi-feature approach for noise detection in lung sounds", in International Conference on Biomedical and Health Informatics (ICBHI’2015), 2015
- Couceiro, R. and P. Carvalho and Henriques, J. and Paiva, R.P. and Antunes, M. , "Detection of Atrial Fibrillation using 12-lead ECG for Mobile Applications", in International Conference on Biomedical and Health Informatics (ICBHI’2015), 2015
- Vogt, B. and Mendes, L. and Chouvarda, I. and Paiva, R.P. and Maglaveras, N. and al., e. , "Influence of torso position on chest examinations by electrical impedance tomography", in 16th International Conference on Biomedical Applications of Electrical Impedance Tomography, 2015
- Mendes, L. and Chouvarda, I. and Maglaveras, N. and Teixeira, C. and P. Carvalho and Henriques, J. and Paiva, R.P. and al., e. , "Detection of wheezes using their signature in the spectrogram space and musical features", in 37th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2015, 2015
- Paiva, R.P. and Sapata, T. and Henriques, J. and Quintal, I. and Baptista, R. and P. Carvalho and al., e. , "Multi-Channel Audio-Based Estimation of the Pre-Ejection Period", in 37th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2015, 2015
- P. Carvalho and Paiva, R.P. and Henriques, J. and D. Kumar and Couceiro, R. and Sapata, T. and Quintal, I. and Baptista, R. and Antunes, M. , "Acoustic Cardiac Signal Analysis : a toolbox", in 3rd Experiment@International Conference, 2015
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Muehlsteff, J. . and Henriques, J. and Willems, S. and Jungen, C. and Meyer, C. , "Algorithm for real-time prediction of neurally mediated syncope integrating indexes of autonomic modulation", in 2015 Computing in Cardiology Conference (CinC), 2015 [ DOI ]
2014
(6 publications)- Chouvarda, I. and Philip, N.Y. and Natsiavas, P. and Kilintzis, V. and Sobnath, D. and Kayyali, R. and Henriques, J. and Paiva, R.P. and Raptopoulos, A. and Chételat, O. and Maglaveras, N. , "WELCOME – Innovative Integrated Care platform using Wearable Sensing and Smart Cloud Computing for COPD patients with Comorbidities", in 36th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2014, 2014
- Chouvarda, I. and Kilintzis, V. and Maglaveras, N. and Philip, N.Y. and Mendes, L. and Lúcio, C. and Teixeira, C. and Henriques, J. and P. Carvalho and Paiva, R.P. and Chételat, O. , "Combining Pervasive Technologies and Cloud Computing for COPD and Comorbidities Management", in 4th International Conference on Wireless Mobile Communication and Healthcare, 2014
- Lúcio, C. and Teixeira, C. and Henriques, J. and P. Carvalho and Paiva, R.P. , "Voluntary Cough Detection by Internal Sound Analysis", in 7th International Conference on BioMedical Engineering and Informatics – BMEI 2014, 2014
- Mendes, L. and P. Carvalho and Teixeira, C. and Paiva, R.P. and Henriques, J. , "Robust features for detection of crackles: an exploratory study", in 36th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2014, 2014
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Muehlsteff, J. . and Henriques, J. and Eickholt, C. and Brinkmeyer, C. and Kelm, M. and Meyer, C. , "A Novel Multi-Parametric Algorithm for Faint Prediction Integrating Indices of Cardiac Inotropy and Vascular Tone", in 36th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2014, 2014
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Muehlsteff, J. . and Eickholt, C. and Brinkmeyer, C. and Kelm, M. and Meyer, C. , "Neurally Mediated Syncope Prediction Based on Changes of Cardiovascular Performance Surrogates", in 7th International Conference on BioMedical Engineering and Informatics (BMEI 2014), 2014
2013
(6 publications)- Couceiro, R. and P. Carvalho and Paiva, R.P. and Muehlsteff, J. . and Henriques, J. , "Characterization of Surrogate Parameters for Blood Pressure Regulation in Neurally-Mediated Syncope", in EMBS'2013, 2013
- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Music Emotion Recognition from Lyrics: A Comparative Study", in 6th International Workshop on Machine Learning and Music, 2013
- Rocha, B.M.M. and Panda, Renato and Paiva, R.P. , "Music Emotion Recognition: The Importance of Melodic Features", in 6th International Workshop on Music and Machine Learning – MML’2013 – in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2013, Prague, Czech Republic, 2013
- Panda, Renato and Rocha, B.M.M. and Paiva, R.P. , "Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio Features", in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, France., 2013
- Panda, Renato and Malheiro, R., and Rocha, B.M.M. and António Oliveira and Paiva, R.P. , "Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative Analysis", in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, France., 2013
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Henriques, J. and Muehlsteff, J. . , "Detection of motion artifacts in photoplethysmographic signals: Algorithms comparison", in 1st IFMBE International Conference on Health Informatics – ICHI’2013, Vilamoura, Portugal, 2013
2012
(5 publications)- Couceiro, R. and P. Carvalho and Paiva, R.P. and Henriques, J. and Antunes, M. and Quintal, I. and Muehlsteff, J. . , "Multi-Gaussian fitting for the assessment of left ventricular ejection time from the Photoplethysmogram", in 34th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2012, 2012
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Henriques, J. and Muehlsteff, J. . , "Detection of motion artifacts in photoplethysmographic signals based on time and period domain analysis", in 34th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2012, 2012
- Panda, Renato and Paiva, R.P. , "Music Emotion Classification: Analysis of a Classifier Ensemble Approach", in 5th International Workshop on Music and Machine Learning – MML’2012 – in conjunction with the 19th International Conference on Machine Learning – ICML’2012, 2012
- Panda, Renato and Paiva, R.P. , "Music Emotion Classification: Dataset Acquisition and Comparative Analysis", in 15th International Conference on Digital Audio Effects – DAFx’12, 2012
- Panda, Renato and Paiva, R.P. , "MIREX 2012: Mood Classifcation Task Submission", in Music Information Retrieval Evaluation eXchange - MIREX'2012, 2012
2011
(11 publications)- D. Kumar and P. Carvalho and Antunes, M. and Paiva, R.P. and Henriques, J. , "AN ADAPTIVE APPROACH TO ABNORMAL HEART SOUND SEGMENTATION", in IEEE-ICASSP, 2011
- P. Carvalho and Paiva, R.P. and Henriques, J. and Antunes, M. , "Robust Characteristic Points for ICG: Definition and Comparative Analysis", in Biosignals - International Conference on Bio-inspired Systems and Signal Processing, 2011
- P. Carvalho and Paiva, R.P. and D. Kumar and J. P. Ramos and Santos, S. and Henriques, J. , "A Framework for Acoustic Cardiac Signal Analysis", in Biosignals - International Conference on Bio-inspired Systems and Signal Processing, 2011
- Panda, Renato and Paiva, R.P. , "Using Support Vector Machines for Automatic Mood Tracking in Audio Music", in 130th Audio Engineering Convention - AES 130, 2011
- Panda, Renato and Paiva, R.P. , "Automatic Creation of Mood Playlists in the Thayer Plane: A Methodology and a Comparative Study", in Sound and Music Computing Conference - SMC'2011, 2011
- Cardoso, L.F.A. and Panda, Renato and Paiva, R.P. , "MOODetector: A Prototype Software Tool for Mood-based Playlist Generation", in Simpósio de Informática - INForum 2011, 2011
- Muehlsteff, J. . and P. Carvalho and Paiva, R.P. , "Cardiac Status Assessment with a multi-signal sensing device for improved Home-based Congestive Heart Failure Management", in Int. Conf. of the IEEE Engineering in Medicine and Biology Society, EMBC2011, 2011
- Couceiro, R. and P. Carvalho and Paiva, R.P. and Henriques, J. and Antunes, M. and Quintal, I. and Muehlsteff, J. . , "Beat-to-beat Cardiac Output inference using heart sounds", in EMBC, 2011 Annual International Conference of the IEEE , 2011
- J. P. Ramos and P. Carvalho and Paiva, R.P. and Henriques, J. , "Modulation Filtering for Noise Detection in Heart Sound Signals", in Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2011, Boston, USA., 2011
- Santos, S. and P. Carvalho and Paiva, R.P. and Henriques, J. , "Detection of the S2 split using the Hilbert and Wavelet transforms", in Congresso de Métodos Numéricos em Engenharia – CMNE 2011., 2011
- J. P. Ramos and P. Carvalho and Paiva, R.P. and Vale, L.d. and Henriques, J. , "INTELLIGENT PHONOCARDIOGRAM ANALYSIS AND REPRESENTATION TOOL", in Biosignals - International Conference on Bio-inspired Systems and Signal Processing, 2011
2010
(3 publications)- D. Kumar and P. Carvalho and Paiva, R.P. and Antunes, M. and Henriques, J. , "Heart Murmur Classification using Complexity Signatures", in International Conference on Pattern Recognition - ICPR'2010, 2010
- D. Kumar and P. Carvalho and Antunes, M. and Paiva, R.P. and Henriques, J. , "Heart Murmur Classification with Feature Selection", in International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC'2010, 2010
- P. Carvalho and Paiva, R.P. and Couceiro, R. and Henriques, J. and Antunes, M. and Quintal, I. and Muehlsteff, J. . and Aubert, X. , "Comparison of systolic time interval measurement modalities for portable devices", in Conf. of IEEE-EMBC, 2010
2009
(2 publications)- Paiva, R.P. and P. Carvalho and Henriques, J. and Antunes, M. , "Assessing PEP and LVET from Heart Sounds: Algorithms and Evaluation", in EMBC\'2009, 2009
- P. Carvalho and Paiva, R.P. and Henriques, J. and Antunes, M. , "Assessing Systolic Time-Intervals from Heart Sound: a Feasibility Study", in EMBC-2009, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009
2007
(1 publication)2005
(4 publications)- Paiva, R.P. and Mendes, T. and Amilcar Cardoso , "Segmentation of Pitch Tracks for Melody Detection in Polyphonic Audio", in EUSIPCO'2005, 2005
- Paiva, R.P. and Mendes, T. and Amilcar Cardoso , "Exploiting Melodic Smoothness for Melody Detection in Polyphonic Audio", in ICMC'2005, 2005
- Paiva, R.P. and Mendes, T. and Amilcar Cardoso , "On the Detection of Melody Notes in Polyphonic Audio", in ISMIR'2005, 2005
- Paiva, R.P. and Mendes, T. and Amilcar Cardoso , "On the Definition of Musical Notes from Pitch Tracks for Melody Detection in Polyphonic Recordings", in DAFx\'05, 2005
2004
(5 publications)- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "Classification of Recorded Classical Music using Neural Networks", in EIS'2004, 2004
- Paiva, R.P. and Mendes, T. and Amilcar Cardoso , "A Methodology for Detection of Melody in Polyphonic Musical Signals", in AES116, 2004
- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "A Prototype for Classification of Classical Music using Neural Networks", in ASC'2004, 2004
- Malheiro, R., and Paiva, R.P. and Antonio Jose Mendes and Mendes, T. and Amilcar Cardoso , "Classification of Recorded Classical Music: A Methodology and a Comparative Study", in International Symposium on Brain Inspired Cognitive Systems - BICS’2004, 2004
- Paiva, R.P. and Mendes, T. and Amilcar Cardoso , "An Auditory Model Based Approach for Melody Detection in Polyphonic Musical Recordings", in Computer Music Modeling and Retrieval: Second International Symposium, CMMR 2004, 2004
2001
(1 publication)2000
(3 publications)- Paiva, R.P. and António Dourado , "Comparison of Neuro-Fuzzy Structures for System Identification", in Control'2000, 2000
- Paiva, R.P. and António Dourado and Duarte, B. , "Quality Prediction in Industrial Processes: Application of a Neuro-Fuzzy System", in MCPL'2000, 2000
- Paiva, R.P. and António Dourado , "Development of Interpretable Models through Neuro-Fuzzy Networks", in EIS'2000, 2000
1999
(2 publications)- Paiva, R.P. and António Dourado and Duarte, B. , "Applying Subtractive Clustering for Neuro-Fuzzy Modelling of a Bleaching Plant", in ECC'99, 1999
- Paiva, R.P. and António Dourado , "Comparação de Estruturas Neuro-Difusas para Identificação de Sistemas", in EEI'99, 1999
1998
(2 publications)PhD Theses
2007
(1 publication)MSc Theses
2017
(1 publication)1999
(1 publication)1996
(1 publication)Tech Report
2013
(4 publications)- Paiva, R.P. , "An Outline for Quantitative Research Papers", 2013
- Paiva, R.P. , "Machine Learning: Applications, Process and Techniques", 2013
- Paiva, R.P. , "How to Write Good Scientific Papers: A Comprehensive Guide", 2013
- Paiva, R.P. , "How to Write Good Scientific Project Proposals: A Comprehensive Guide", 2013