Rui Pedro Paiva

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 46

Top Topics

Local Binary Pattern

Top Venues

Biomed. Signal Process. Control.

Publications

Diogo Pessoa, Bruno Miguel Machado Rocha, Maria Gomes, Guilherme Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. Biomed. Signal Process. Control. 87 (Part A) (2024)
Pedro Lima Louro, Hugo Redinho, Ricardo Santos, Ricardo Malheiro, Renato Panda, Rui Pedro Paiva
MERGE - A Bimodal Dataset for Static Music Emotion Recognition. CoRR (2024)
Pedro Lima Louro, Hugo Redinho, Ricardo Malheiro, Rui Pedro Paiva, Renato Panda
A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition. Sensors 24 (7) (2024)
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, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. Expert Syst. Appl. 235 (2024)
Diogo Pessoa, Bruno Moraes Rocha, Claas Strodthoff, Maria Gomes, Guilherme Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Vassilis Kilintzis, Evangelos Kaimakamis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals. Comput. Methods Programs Biomed. 240 (2023)
Diogo Pessoa, Georgios Petmezas, Vasileios E. Papageorgiou, Bruno M. Rocha, Leandros Stefanopoulos, Vassilis Kilintzis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture. BioCAS (2023)
Bruno Miguel Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Renato Panda, Ricardo Malheiro, Rui Pedro Paiva
Audio Features for Music Emotion Recognition: A Survey. IEEE Trans. Affect. Comput. 14 (1) (2023)
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
Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate. Medical Image Anal. 75 (2022)
Tiago Fernandes, Bruno M. Rocha, Diogo Pessoa, Paulo de Carvalho, Rui Pedro Paiva
Classification of Adventitious Respiratory Sound Events: A Stratified Analysis. BHI (2022)
Georgios Petmezas, Grigorios-Aris Cheimariotis, Leandros Stefanopoulos, Bruno Miguel Machado Rocha, Rui Pedro Paiva, Aggelos K. Katsaggelos, Nicos Maglaveras
Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. Sensors 22 (3) (2022)
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
Multiple Instance Learning Using 3D Features for Melanoma Detection. IEEE Access 10 (2022)
Bruno M. Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. CoRR (2021)
Bruno Miguel Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem? Sensors 21 (1) (2021)
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
Skin lesion classification using features of 3D border lines. EMBC (2021)
Bruno Moraes Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. EMBC (2021)
Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
Classification of Electrical Impedance Tomography Data Using Machine Learning. EMBC (2021)
Renato Panda, Ricardo Malheiro, Rui Pedro Paiva
Novel Audio Features for Music Emotion Recognition. IEEE Trans. Affect. Comput. 11 (4) (2020)
Gürkan Yilmaz, Michaël Rapin, Diogo Pessoa, Bruno Miguel Machado Rocha, Antonio Moreira de Sousa, Roberto Rusconi, Paulo Carvalho, Josias Wacker, Rui Pedro Paiva, Olivier Chételat
A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring. Sensors 20 (18) (2020)
Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Influence of Event Duration on Automatic Wheeze Classification. CoRR (2020)
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
Skin lesion classification enhancement using border-line features - The melanoma vs nevus problem. Biomed. Signal Process. Control. 57 (2020)
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
Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative study. Biomed. Signal Process. Control. 59 (2020)
Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Influence of Event Duration on Automatic Wheeze Classification. ICPR (2020)
Pedro M. M. Pereira, Luis M. N. Tavora, Rui Fonseca-Pinto, Rui Pedro Paiva, Pedro A. Amado Assunção, Sérgio M. M. de Faria
Image Segmentation using Gradient-based Histogram Thresholding for Skin Lesion Delineation. BIOIMAGING (2019)
Pedro M. M. Pereira, Rui Fonseca-Pinto, Rui Pedro Paiva, Luis M. N. Tavora, Pedro A. Amado Assunção, Sérgio M. Maciel de Faria
Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering. MIPRO (2019)
Pedro M. M. Pereira, Rui Fonseca-Pinto, Rui Pedro Paiva, Luis M. N. Tavora, Pedro A. Amado Assunção, Sérgio M. M. de Faria
Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering. CoRR (2019)
João T. Fernandes, B. M. Racha, Rui Pedro Paiva, Tiago J. Cruz
Using Low Cost Embedded Systems for Respiratory Sounds Auscultation. ISWCS (2018)
Artur Pedroso, Bruno Leonel Lopes, Jaime Correia, Filipe Araújo, Jorge Cardoso, Rui Pedro Paiva
A Data Mining Service for Non-Programmers. KDIR (2018)
Renato Panda, Ricardo Malheiro, Rui Pedro Paiva
Musical Texture and Expressivity Features for Music Emotion Recognition. ISMIR (2018)
Ricardo Malheiro, Renato Panda, Paulo Gomes, Rui Pedro Paiva
Emotionally-Relevant Features for Classification and Regression of Music Lyrics. IEEE Trans. Affect. Comput. 9 (2) (2018)
Ricardo Filipe, Rui Pedro Paiva, Filipe Araújo
Client-side black-box monitoring for web sites. NCA (2017)
Ricardo Couceiro, Jorge Henriques, Rui Pedro Paiva, Manuel Antunes, Paulo Carvalho
Physiologically motivated detection of Atrial Fibrillation. EMBC (2017)
Bruno M. Rocha, Luis Mendes, Ricardo Couceiro, Jorge Henriques, Paulo de Carvalho, Rui Pedro Paiva
Detection of explosive cough events in audio recordings by internal sound analysis. EMBC (2017)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Christian Eickholt, Christoph Brinkmeyer, Malte Kelm, Christian Meyer
Real-Time Prediction of Neurally Mediated Syncope. IEEE J. Biomed. Health Informatics 20 (2) (2016)
Adriana Leal, Ricardo Couceiro, Ioanna Chouvarda, Nicos Maglaveras, Jorge Henriques, Rui Pedro Paiva, Paulo Carvalho, César Alexandre Teixeira
Detection of different types of noise in lung sounds. EMBC (2016)
Ricardo Malheiro, Hugo Gonçalo Oliveira, Paulo Gomes, Rui Pedro Paiva
Keyword-based Approach for Lyrics Emotion Variation Detection. KDIR (2016)
Luis Mendes, Ioannis M. Vogiatzis, Eleni Perantoni, Evangelos Kaimakamis, Ioanna Chouvarda, Nicos Maglaveras, Jorge Henriques, Paulo Carvalho, Rui Pedro Paiva
Detection of crackle events using a multi-feature approach. EMBC (2016)
Felipe Trenk, Luis Mendes, Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques, Nicos Maglaveras, Ioanna Chouvarda, Venetia Tsara, César Alexandre Teixeira
Evaluation of lung ventilation distribution in chronic obstructive pulmonary disease patients using the global inhomogeneity index. EMBC (2016)
Ricardo Malheiro, Renato Panda, Paulo Gomes, Rui Pedro Paiva
Classification and Regression of Music Lyrics: Emotionally-Significant Features. KDIR (2016)
Paulo Carvalho, Jorge Henriques, César Alexandre Teixeira, Ricardo Couceiro, Teresa Rocha, Luis Mendes, Bruno Moraes Rocha, Diogo Nunes, Ioanna Chouvarda, Nicos Maglaveras, Rui Pedro Paiva
Biodata analytics for COPD. BHI (2016)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Stephan Willems, Christiane Jungen, Christian Meyer
Evaluation of a PPG-based algorithm for prediction of neurally mediated syncope. BHI (2016)
Rui Pedro Paiva, Tiago Sapata, Jorge Henriques, Isabel Quintal, Romeu Baptista, Lino Gonçalves, Paulo Carvalho
Multi-channel audio-based estimation of the Pre-Ejection Period. EMBC (2015)
Luis Mendes, I. M. Vogiatzis, Eleni Perantoni, Evangelos Kaimakamis, Ioanna Chouvarda, Nicos Maglaveras, Venetia Tsara, César Alexandre Teixeira, Paulo Carvalho, Jorge Henriques, Rui Pedro Paiva
Detection of wheezes using their signature in the spectrogram space and musical features. EMBC (2015)
Renato Panda, Bruno M. Rocha, Rui Pedro Paiva
Music Emotion Recognition with Standard and Melodic Audio Features. Appl. Artif. Intell. 29 (4) (2015)
Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques, Dinesh Kumar, Ricardo Couceiro, Tiago Sapata, Isabel Quintal, Romeu Baptista, Manuel Antunes
Acoustic cardiac signal analysis: A toolbox. exp.at (2015)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Stephan Willems, Christiane Jungen, Christian Meyer
Algorithm for Real-time Prediction of Neurally Mediated Syncope Integrating Indexes of Autonomic Modulation. CinC (2015)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Christian Eickholt, Christoph Brinkmeyer, Malte Kelm, Christian Meyer
A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone. EMBC (2014)
Carlos Lucio, César Alexandre Teixeira, Jorge Henriques, Paulo Carvalho, Rui Pedro Paiva
Voluntary cough detection by internal sound analysis. BMEI (2014)
Luis Mendes, Paulo Carvalho, César Alexandre Teixeira, Rui Pedro Paiva, Jorge Henriques
Robust features for detection of crackles: An exploratory study. EMBC (2014)
Ioanna Chouvarda, Nada Y. Philip, Pantelis Natsiavas, Vassilis Kilintzis, Drishty Sobnath, Reem Kayyali, Jorge Henriques, Rui Pedro Paiva, Andreas Raptopoulos, Olivier Chételat, Nicos Maglaveras
WELCOME - Innovative integrated care platform using wearable sensing and smart cloud computing for COPD patients with Comorbidities. EMBC (2014)
Ioanna Chouvarda, Vassilis Kilintzis, Kostas Haris, Vaggelis Kaimakamis, Eleni Perantoni, Nicos Maglaveras, Luis Mendes, Carlos Lucio, César Alexandre Teixeira, Jorge Henriques, Paulo Carvalho, Rui Pedro Paiva, Shona D'Arcy, Nada Y. Philip, Olivier Chételat, Josias Wacker, Michaël Rapin, Jacques-André Porchet, Inéz Frerichs, Andreas Raptopoulos
Combining pervasive technologies and Cloud Computing for COPD and comorbidities management. MobiHealth (2014)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques, Jens Muehlsteff, Christian Eickholt, Christoph Brinkmeyer, Malte Kelm, Christian Meyer
Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison. BMEI (2014)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Volker Schulze, Anita Ritz, Malte Kelm, Christian Meyer
Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope. EMBC (2013)
Ricardo Couceiro, Paulo de Carvalho, Rui Pedro Paiva, Jorge Henriques, Jens Muehlsteff
Detection of motion artifacts in photoplethysmographic signals based on time and period domain analysis. EMBC (2012)
Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques, Manuel Antunes, Isabel Quintal, Jens Mühlsteff
Multi-Gaussian fitting for the assessment of left ventricular ejection time from the Photoplethysmogram. EMBC (2012)
Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques, Manuel Antunes, Isabel Quintal, Jens Muehlsteff
Robust Characteristic Points for ICG - Definition and Comparative Analysis. BIOSIGNALS (2011)
Jens Muehlsteff, Paulo Carvalho, Jorge Henriques, Rui Pedro Paiva, Harald Reiter
Cardiac status assessment with a multi-signal device for improved home-based congestive heart failure management. EMBC (2011)
Ricardo Couceiro, Paulo de Carvalho, Rui Pedro Paiva, Jorge Henriques, Manuel Antunes, Isabel Quintal, Jens Mühlsteff
Beat-to-beat cardiac output inference using heart sounds. EMBC (2011)
Paulo Carvalho, Rui Pedro Paiva, Dinesh Kumar, João Pedro Ramos, Sérgio Santos, Jorge Henriques
A Framework for Acoustic Cardiac Signal Analysis. BIOSIGNALS (2011)
Dinesh K. Kumar, Paulo Carvalho, Manuel Antunes, Rui Pedro Paiva, Jorge Henriques
An adaptive approach to abnormal heart sound segmentation. ICASSP (2011)
João P. Ramos, Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques
Modulation filtering for noise detection in heart sound signals. EMBC (2011)
João P. Ramos, Paulo Carvalho, Rui Pedro Paiva, Leandro do Vale, Jorge Henriques
Intelligent Phonocardiogram Analysis and Representation Tool. HEALTHINF (2011)
Dinesh K. Kumar, Paulo Carvalho, Ricardo Couceiro, Manuel Antunes, Rui Pedro Paiva, Jorge Henriques
Heart Murmur Classification Using Complexity Signatures. ICPR (2010)
Rui Pedro Paiva, Teresa Mendes, Amílcar Cardoso
Melody Detection in Polyphonic Musical Signals: Exploiting Perceptual Rules, Note Salience, and Melodic Smoothness. Comput. Music. J. 30 (4) (2006)
Rui Pedro Paiva, Teresa Mendes, Amílcar Cardoso
Segmentation of pitch tracks for melody detection in polyphonic audio. EUSIPCO (2005)
Rui Pedro Paiva
On the Detection of Melody Notes in Polyphonic Audio. ISMIR (2005)
Rui Pedro Paiva, Teresa Mendes, Amílcar Cardoso
Exploiting Melodic smoothness for Melody Detection in Polyphonic audio. ICMC (2005)
Rui Pedro Paiva, Teresa Mendes, Amílcar Cardoso
An Auditory Model Based Approach for Melody Detection in Polyphonic Musical Recordings. CMMR (2004)
Rui Pedro Paiva, António Dourado
Interpretability and learning in neuro-fuzzy systems. Fuzzy Sets Syst. 147 (1) (2004)
Rui Pedro Paiva, António Dourado, B. Duarte
"Applying subtractive clustering for neuro-fuzzy modelling of a bleaching plant". ECC (1999)