"Applying subtractive clustering for neuro-fuzzy modelling of a bleaching plant". - Rui Pedro Paiva; António Dourado; B. Duarte (ECC, 1999)

An Auditory Model Based Approach for Melody Detection in Polyphonic Musical Recordings. - Rui Pedro Paiva; Teresa Mendes; Amílcar Cardoso (CMMR, 2004)

Interpretability and learning in neuro-fuzzy systems. - Rui Pedro Paiva; António Dourado (Fuzzy Sets Syst., 2004)

Segmentation of pitch tracks for melody detection in polyphonic audio. - Rui Pedro Paiva; Teresa Mendes; Amílcar Cardoso (EUSIPCO, 2005)

Exploiting Melodic smoothness for Melody Detection in Polyphonic audio. - Rui Pedro Paiva; Teresa Mendes; Amílcar Cardoso (ICMC, 2005)

On the Detection of Melody Notes in Polyphonic Audio. - Rui Pedro Paiva (ISMIR, 2005)

Melody Detection in Polyphonic Musical Signals: Exploiting Perceptual Rules, Note Salience, and Melodic Smoothness. - Rui Pedro Paiva; Teresa Mendes; Amílcar Cardoso (Comput. Music. J., 2006)

Heart Murmur Classification Using Complexity Signatures. - Dinesh K. Kumar; Paulo Carvalho 001; Ricardo Couceiro; Manuel Antunes; Rui Pedro Paiva; Jorge Henriques (ICPR, 2010)

Robust Characteristic Points for ICG - Definition and Comparative Analysis. - Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Manuel Antunes; Isabel Quintal; Jens Muehlsteff (BIOSIGNALS, 2011)

A Framework for Acoustic Cardiac Signal Analysis. - Paulo Carvalho 001; Rui Pedro Paiva; Dinesh Kumar; João Pedro Ramos; Sérgio Santos; Jorge Henriques (BIOSIGNALS, 2011)

Intelligent Phonocardiogram Analysis and Representation Tool. - João P. Ramos; Paulo Carvalho 001; Rui Pedro Paiva; Leandro do Vale; Jorge Henriques (HEALTHINF, 2011)

Beat-to-beat cardiac output inference using heart sounds. - Ricardo Couceiro; Paulo de Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Manuel Antunes; Isabel Quintal; Jens Mühlsteff (EMBC, 2011)

Cardiac status assessment with a multi-signal device for improved home-based congestive heart failure management. - Jens Muehlsteff; Paulo Carvalho 001; Jorge Henriques; Rui Pedro Paiva; Harald Reiter (EMBC, 2011)

Modulation filtering for noise detection in heart sound signals. - João P. Ramos; Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques (EMBC, 2011)

An adaptive approach to abnormal heart sound segmentation. - Dinesh K. Kumar; Paulo Carvalho 001; Manuel Antunes; Rui Pedro Paiva; Jorge Henriques (ICASSP, 2011)

Multi-Gaussian fitting for the assessment of left ventricular ejection time from the Photoplethysmogram. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Manuel Antunes; Isabel Quintal; Jens Mühlsteff (EMBC, 2012)

Detection of motion artifacts in photoplethysmographic signals based on time and period domain analysis. - Ricardo Couceiro; Paulo de Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Jens Muehlsteff (EMBC, 2012)

Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Volker Schulze 002; Anita Ritz; Malte Kelm; Christian Meyer 002 (EMBC, 2013)

Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Jens Muehlsteff; Christian Eickholt; Christoph Brinkmeyer; Malte Kelm; Christian Meyer 002 (BMEI, 2014)

Voluntary cough detection by internal sound analysis. - Carlos Lucio; César Alexandre Teixeira; Jorge Henriques; Paulo Carvalho 001; Rui Pedro Paiva (BMEI, 2014)

WELCOME - Innovative integrated care platform using wearable sensing and smart cloud computing for COPD patients with Comorbidities. - Ioanna Chouvarda; Nada Y. Philip; Pantelis Natsiavas; Vassilis Kilintzis; Drishty Sobnath; Reem Kayyali; Jorge Henriques; Rui Pedro Paiva; Andreas Raptopoulos; Olivier Chételat; Nicos Maglaveras (EMBC, 2014)

A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Christian Eickholt; Christoph Brinkmeyer; Malte Kelm; Christian Meyer 002 (EMBC, 2014)

Robust features for detection of crackles: An exploratory study. - Luis Mendes; Paulo Carvalho 001; César Alexandre Teixeira; Rui Pedro Paiva; Jorge Henriques (EMBC, 2014)

Combining pervasive technologies and Cloud Computing for COPD and comorbidities management. - Ioanna Chouvarda; Vassilis Kilintzis; Kostas Haris; Vaggelis Kaimakamis; Eleni Perantoni; Nicos Maglaveras; Luis Mendes; Carlos Lucio; César Alexandre Teixeira; Jorge Henriques; Paulo Carvalho 001; Rui Pedro Paiva; et al. (MobiHealth, 2014)

Algorithm for Real-time Prediction of Neurally Mediated Syncope Integrating Indexes of Autonomic Modulation. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Stephan Willems; Christiane Jungen; Christian Meyer 002 (CinC, 2015)

Detection of wheezes using their signature in the spectrogram space and musical features. - Luis Mendes; I. M. Vogiatzis; Eleni Perantoni; Evangelos Kaimakamis; Ioanna Chouvarda; Nicos Maglaveras; Venetia Tsara; César Alexandre Teixeira; Paulo Carvalho 001; Jorge Henriques; Rui Pedro Paiva (EMBC, 2015)

Multi-channel audio-based estimation of the Pre-Ejection Period. - Rui Pedro Paiva; Tiago Sapata; Jorge Henriques; Isabel Quintal; Romeu Baptista; Lino Gonçalves; Paulo Carvalho 001 (EMBC, 2015)

Acoustic cardiac signal analysis: A toolbox. - Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Dinesh Kumar; Ricardo Couceiro; Tiago Sapata; Isabel Quintal; Romeu Baptista; Manuel Antunes (exp.at, 2015)

Music Emotion Recognition with Standard and Melodic Audio Features. - Renato Panda; Bruno M. Rocha; Rui Pedro Paiva (Appl. Artif. Intell., 2015)

Biodata analytics for COPD. - Paulo Carvalho 001; Jorge Henriques; César Alexandre Teixeira; Ricardo Couceiro; Teresa Rocha; Luis Mendes; Bruno Moraes Rocha; Diogo Nunes; Ioanna Chouvarda; Nicos Maglaveras; Rui Pedro Paiva (BHI, 2016)

Evaluation of a PPG-based algorithm for prediction of neurally mediated syncope. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Stephan Willems; Christiane Jungen; Christian Meyer 002 (BHI, 2016)

Detection of different types of noise in lung sounds. - Adriana Leal; Ricardo Couceiro; Ioanna Chouvarda; Nicos Maglaveras; Jorge Henriques; Rui Pedro Paiva; Paulo Carvalho 001; César Alexandre Teixeira (EMBC, 2016)

Detection of crackle events using a multi-feature approach. - Luis Mendes; Ioannis M. Vogiatzis; Eleni Perantoni; Evangelos Kaimakamis; Ioanna Chouvarda; Nicos Maglaveras; Jorge Henriques; Paulo Carvalho 001; Rui Pedro Paiva (EMBC, 2016)

Evaluation of lung ventilation distribution in chronic obstructive pulmonary disease patients using the global inhomogeneity index. - Felipe Trenk; Luis Mendes; Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Nicos Maglaveras; Ioanna Chouvarda; Venetia Tsara; César Alexandre Teixeira (EMBC, 2016)

Keyword-based Approach for Lyrics Emotion Variation Detection. - Ricardo Malheiro; Hugo Gonçalo Oliveira; Paulo Gomes; Rui Pedro Paiva (KDIR, 2016)

Classification and Regression of Music Lyrics: Emotionally-Significant Features. - Ricardo Malheiro; Renato Panda; Paulo Gomes; Rui Pedro Paiva (KDIR, 2016)

Real-Time Prediction of Neurally Mediated Syncope. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Christian Eickholt; Christoph Brinkmeyer; Malte Kelm; Christian Meyer 002 (IEEE J. Biomed. Health Informatics, 2016)

Physiologically motivated detection of Atrial Fibrillation. - Ricardo Couceiro; Jorge Henriques; Rui Pedro Paiva; Manuel Antunes; Paulo Carvalho 001 (EMBC, 2017)

Detection of explosive cough events in audio recordings by internal sound analysis. - Bruno M. Rocha; Luis Mendes; Ricardo Couceiro; Jorge Henriques; Paulo de Carvalho 001; Rui Pedro Paiva (EMBC, 2017)

Client-side black-box monitoring for web sites. - Ricardo Filipe; Rui Pedro Paiva; Filipe Araújo (NCA, 2017)

A Data Mining Service for Non-Programmers. - Artur Pedroso; Bruno Leonel Lopes; Jaime Correia; Filipe Araújo; Jorge Cardoso 001; Rui Pedro Paiva (KDIR, 2018)

Musical Texture and Expressivity Features for Music Emotion Recognition. - Renato Panda; Ricardo Malheiro; Rui Pedro Paiva (ISMIR, 2018)

Using Low Cost Embedded Systems for Respiratory Sounds Auscultation. - João T. Fernandes; B. M. Racha; Rui Pedro Paiva; Tiago J. Cruz (ISWCS, 2018)

Emotionally-Relevant Features for Classification and Regression of Music Lyrics. - Ricardo Malheiro; Renato Panda; Paulo Gomes; Rui Pedro Paiva (IEEE Trans. Affect. Comput., 2018)

Image Segmentation using Gradient-based Histogram Thresholding for Skin Lesion Delineation. - Pedro M. M. Pereira; Luis M. N. Tavora; Rui Fonseca-Pinto; Rui Pedro Paiva; Pedro A. Amado Assunção; Sérgio M. M. de Faria (BIOIMAGING, 2019)

Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering. - Pedro M. M. Pereira; Rui Fonseca-Pinto; Rui Pedro Paiva; Luis M. N. Tavora; Pedro A. Amado Assunção; Sérgio M. Maciel de Faria (MIPRO, 2019)

Influence of Event Duration on Automatic Wheeze Classification. - Bruno M. Rocha; Diogo Pessoa; Alda Marques; Paulo Carvalho 001; Rui Pedro Paiva (ICPR, 2020)

Skin lesion classification enhancement using border-line features - The melanoma vs nevus problem. - Pedro M. M. Pereira; Rui Fonseca-Pinto; Rui Pedro Paiva; Pedro A. Amado Assunção; Luis M. N. Tavora; Lucas A. Thomaz; Sérgio M. M. Faria (Biomed. Signal Process. Control., 2020)

Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative study. - Pedro M. M. Pereira; Rui Fonseca-Pinto; Rui Pedro Paiva; Pedro A. Amado Assunção; Luis M. N. Tavora; Lucas A. Thomaz; Sérgio M. M. Faria (Biomed. Signal Process. Control., 2020)

A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring. - Gürkan Yilmaz; Michaël Rapin; Diogo Pessoa; Bruno Miguel Machado Rocha; Antonio Moreira de Sousa; Roberto Rusconi; Paulo Carvalho 001; Josias Wacker; Rui Pedro Paiva; Olivier Chételat (Sensors, 2020)

Novel Audio Features for Music Emotion Recognition. - Renato Panda; Ricardo Malheiro; Rui Pedro Paiva (IEEE Trans. Affect. Comput., 2020)

Skin lesion classification using features of 3D border lines. - Pedro M. M. Pereira; Lucas A. Thomaz; Luis M. N. Tavora; Pedro A. Amado Assunção; Rui Fonseca-Pinto; Rui Pedro Paiva; Sérgio M. M. de Faria (EMBC, 2021)

Classification of Electrical Impedance Tomography Data Using Machine Learning. - Diogo Pessoa; Bruno Moraes Rocha; Grigorios-Aris Cheimariotis; Kostas Haris; Claas Strodthoff; Evangelos Kaimakamis; Nicos Maglaveras; Inéz Frerichs; Paulo de Carvalho 001; Rui Pedro Paiva (EMBC, 2021)

Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. - Bruno Moraes Rocha; Diogo Pessoa; Grigorios-Aris Cheimariotis; Evangelos Kaimakamis; Serafeim-Chrysovalantis Kotoulas; Myrto Tzimou; Nicos Maglaveras; Alda Marques; Paulo de Carvalho 001; Rui Pedro Paiva (EMBC, 2021)

Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem? - Bruno Miguel Machado Rocha; Diogo Pessoa; Alda Marques; Paulo Carvalho 001; Rui Pedro Paiva (Sensors, 2021)

Classification of Adventitious Respiratory Sound Events: A Stratified Analysis. - Tiago Fernandes; Bruno M. Rocha; Diogo Pessoa; Paulo de Carvalho 001; Rui Pedro Paiva (BHI, 2022)

Multiple Instance Learning Using 3D Features for Melanoma Detection. - Pedro M. M. Pereira; Lucas A. Thomaz; Luis M. N. Tavora; Pedro A. Amado Assunção; Rui Fonseca-Pinto; Rui Pedro Paiva; Sérgio M. M. de Faria (IEEE Access, 2022)

Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate. - Pedro M. M. Pereira; Lucas A. Thomaz; Luis M. N. Tavora; Pedro A. Amado Assunção; Rui Fonseca-Pinto; Rui Pedro Paiva; Sérgio M. M. de Faria (Medical Image Anal., 2022)

Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. - Georgios Petmezas; Grigorios-Aris Cheimariotis; Leandros Stefanopoulos; Bruno Miguel Machado Rocha; Rui Pedro Paiva; Aggelos K. Katsaggelos; Nicos Maglaveras (Sensors, 2022)

Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture. - Diogo Pessoa; Georgios Petmezas; Vasileios E. Papageorgiou; Bruno M. Rocha; Leandros Stefanopoulos; Vassilis Kilintzis; Nicos Maglaveras; Inéz Frerichs; Paulo de Carvalho 001; Rui Pedro Paiva (BioCAS, 2023)

Audio Features for Music Emotion Recognition: A Survey. - Renato Panda; Ricardo Malheiro; Rui Pedro Paiva (IEEE Trans. Affect. Comput., 2023)

Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition. - Bruno Miguel Machado Rocha; Diogo Pessoa; Alda Marques; Paulo Carvalho 001; Rui Pedro Paiva (IEEE J. Biomed. Health Informatics, 2023)

BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals. - Diogo Pessoa; Bruno Moraes Rocha; Claas Strodthoff; Maria Gomes; Guilherme Silva Rodrigues; Georgios Petmezas; Grigorios-Aris Cheimariotis; Vassilis Kilintzis; Evangelos Kaimakamis; Nicos Maglaveras; Alda Marques; Inéz Frerichs; et al. (Comput. Methods Programs Biomed., 2023)

MERGE App: A Prototype Software for Multi-User Emotion-Aware Music Management. - Pedro Lima Louro; Guilherme Branco; Hugo Redinho; Ricardo Correia; Ricardo Malheiro; Renato Panda; Rui Pedro Paiva (KDIR, 2024)

Exploiting Automatic Source Separation and Music Transcription for Music Emotion Recognition. - Hugo Redinho; Pedro Lima Louro; André C. Santos; Ricardo Malheiro; Rui Pedro Paiva; Renato Panda (ICPR (Workshops and Challenges, 1), 2024)

MERGE - A Bimodal Dataset for Static Music Emotion Recognition. - Pedro Lima Louro; Hugo Redinho; Ricardo Santos; Ricardo Malheiro; Renato Panda; Rui Pedro Paiva (CoRR, 2024)

Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. - Diogo Pessoa; Bruno Miguel Machado Rocha; Maria Gomes; Guilherme Silva Rodrigues; Georgios Petmezas; Grigorios-Aris Cheimariotis; Nicos Maglaveras; Alda Marques; Inéz Frerichs; Paulo de Carvalho 001; Rui Pedro Paiva (Biomed. Signal Process. Control., 2024)

A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. - Yunan Wu; Bruno Miguel Machado Rocha; Evangelos Kaimakamis; Grigorios-Aris Cheimariotis; Georgios Petmezas; Evangelos Chatzis; Vassilis Kilintzis; Leandros Stefanopoulos; Diogo Pessoa; Alda Marques; Paulo Carvalho 001; Rui Pedro Paiva; et al. (Expert Syst. Appl., 2024)

A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition. - Pedro Lima Louro; Hugo Redinho; Ricardo Malheiro; Rui Pedro Paiva; Renato Panda (Sensors, 2024)

Automatic Guitar Transcription With Deep Neural Networks. - Simone Chieppa; Pierpaolo Brutti; Rui Pedro Paiva (IEEE Access, 2025)

Decoding Musical Valence and Arousal: Exploring the Neural Correlates of Music-Evoked Emotions and the Role of Expressivity Features. - Alexandre Sayal; Ana Gabriela Guedes; Inês Almeida; Daniela Jardim Pereira; César F. Lima; Renato Panda; Rui Pedro Paiva; Teresa Sousa; Miguel Castelo-Branco; Inês Bernardino; Bruno Direito (IEEE Trans. Affect. Comput., 2025)