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Paiva, Rui Pedro
Paiva, Rui Pedro
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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.
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Results 1-51 of 51 (Search time: 0.002 seconds).

Issue DateTitleAuthor(s)TypeAccess
1Sep-2011Arte, Design e Informação: Organização de conteúdos na WebPires, Vânia PaduchomasterThesisopenAccess
22020Audio Features for Music Emotion Recognition: a SurveyPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleopenAccess
32023Audio Features for Music Emotion Recognition: A SurveyPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleopenAccess
46-Feb-2022Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss FunctionPetmezas, Georgios; Cheimariotis, Grigorios-Aris; Stefanopoulos, Leandros; Rocha, Bruno ; Paiva, Rui Pedro ; Katsaggelos, Aggelos K.; Maglaveras, NicosarticleopenAccess
524-Dec-2020Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?Rocha, Bruno Machado ; Pessoa, Diogo ; Marques, Alda ; Carvalho, Paulo de ; Paiva, Rui Pedro articleopenAccess
66-Jul-2011Automatic Creation of Mood Playlists in the Thayer Plane: A Methodology and a Comparative StudyPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
7Jul-2010Automatic Mood Tracking in Audio MusicPanda, Renato Eduardo Silva masterThesisopenAccess
823-Feb-2023Automatic wheeze segmentation using harmonic-percussive source separation and empirical mode decompositionRocha, Bruno M. ; Pessoa, Diogo ; Marques, Alda; Carvalho, Paulo de ; Paiva, Rui Pedro articleopenAccess
92016Bi-Modal Music Emotion Recognition: Novel Lyrical Features and DatasetMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
1010-Sep-2018Building Machine Learning Microservices for the Data Science for Non-Programmers PlatformPedroso, Artur Jorge de Carvalho masterThesisclosedAccess
1110-Apr-2015Cardiovascular Performance Assessment for p-Health ApplicationsCouceiro, Ricardo Jorge dos Santos doctoralThesisopenAccess
1221-Feb-2020Classificação de sons respiratórios adventícios em criançasDias, Vânia Sofia MartinsmasterThesisopenAccess
132016Classification and Regression of Music Lyrics: Emotionally-Significant FeaturesMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
142024A Comparison Study of Deep Learning Methodologies for Music Emotion RecognitionLouro, Pedro Lima; Redinho, Hugo; Malheiro, Ricardo Manuel da Silva ; Paiva, Rui Pedro ; Panda, Renato articleopenAccess
1510-Sep-2018Data Science for Non-Programmers: Orchestration of Microservices and Graphical User InterfaceLopes, Bruno Leonel André masterThesisopenAccess
1623-Jul-2020Development of an Orchestration Engine for the DS4NP PlatformOliveira, Ana Sofia da Silva Brito demasterThesisopenAccess
1715-Oct-2013Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleopenAccess
186-Sep-2018Elastic Microservices PlatformRibeiro, Fábio de Carvalho masterThesisopenAccess
198-May-2019Emotion-based Analysis and Classification of Audio MusicPanda, Renato Eduardo Silva doctoralThesisopenAccess
2027-Apr-2017Emotion-based Analysis and Classification of Music LyricsMalheiro, Ricardo Manuel da Silva doctoralThesisopenAccess
212018Emotionally-Relevant Features for Classification and Regression of Music LyricsMalheiro, Ricardo ; Panda, Renato Eduardo Silva ; Gomes, Paulo; Paiva, Rui Pedro Pinto de Carvalho e articleembargoedAccess
224-Feb-2020Estender a Plataforma de Microserviços ElásticosSequeira, António Miguel Guedes de Campos dos SantosmasterThesisopenAccess
234-Feb-2020Ferramenta de visualização para melhorar a observação de aplicações de microsserviçosFernandes, Joel de SousamasterThesisopenAccess
241-Jul-2021How Does the Spotify API Compare to the Music Emotion Recognition State-of-the-Art?Panda, Renato ; Redinho, Hugo; Gonçalves, Carolina; Malheiro, Ricardo ; Paiva, Rui Pedro conferenceObjectopenAccess
251999Identificação neuro-difusa: aspectos de interpretabilidadePaiva, Rui Pedro Pinto de Carvalho e masterThesisopenAccess
262004Interpretability and learning in neuro-fuzzy systemsPaiva, Rui Pedro ; Dourado, António articleopenAccess
2716-Feb-2007Melody detection in polyphonic audioPaiva, Rui Pedro Pinto de Carvalho e doctoralThesisopenAccess
2810-Nov-2021MERGE Audio: Music Emotion Recognition next Generation – Audio Classification with Deep LearningSá, Pedro Marques Alegre demasterThesisopenAccess
2915-Sep-2022MERGE Áudio 2.0Louro, Pedro Miguel LimamasterThesisopenAccess
302012MIREX 2012: Mood Classification Tasks SubmissionPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
3111-Oct-2018Monitoria de Arquiteturas de Micro-serviçosPina, Fábio Figueiredo masterThesisopenAccess
322011MOODetector: A Prototype Software Tool for Mood-based Playlist GenerationCardoso, Luís; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
332013Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative AnalysisPanda, Renato Eduardo Silva ; Malheiro, Ricardo ; Rocha, Bruno ; Oliveira, António Pedro; Paiva, Rui Pedro conferenceObjectopenAccess
342012Music Emotion Classification: Analysis of a Classifier Ensemble ApproachPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
3517-Sep-2012Music Emotion Classification: Dataset Acquisition and Comparative AnalysisPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
362013Music Emotion Recognition from Lyrics: A Comparative StudyMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
372015Music Emotion Recognition with Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleembargoedAccess
382013Music Emotion Recognition: The Importance of Melodic FeaturesRocha, Bruno ; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
392018Musical Texture and Expressivity Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro conferenceObjectopenAccess
402020Novel Audio Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleembargoedAccess
418-Jul-2019Observing and Controlling Performance in MicroservicesBento, André PascoalmasterThesisopenAccess
42Oct-2023A Pattern Recognition Framework to Investigate the Neural Correlates of MusicGuedes, Ana Gabriela; Sayal, Alexandre ; Panda, Renato ; Paiva, Rui Pedro ; Direito, Bruno conferenceObjectopenAccess
432004Quality prediction in pulp bleaching: application of a neuro-fuzzy systemPaiva, Rui Pedro ; Dourado, António ; Duarte, Belmiro articleopenAccess
442-Mar-2022Skin Lesion Assessment based on Plenoptic Images for Melanoma ClassificationPereira, Pedro Miguel MarquesdoctoralThesisembargoedAccess
4517-Jul-2014Solução mobile georreferenciadaOliveira, Vasco Zorrinho de masterThesisopenAccess
467-Jul-2017Using Low Cost Embedded Systems for Lung Sounds Auscultation and AnalysisFernandes, João Tiago Márcia do Nascimento masterThesisopenAccess
4713-May-2011Using Support Vector Machines for Automatic Mood Tracking in Audio MusicPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
487-Sep-2015Uso de Bluetooth Smart e de aplicações móveis para melhorar a experiência de compra dentro de superfícies comerciaisAguiar, Joao Silva masterThesisopenAccess
4913-Jul-2015UX ExpressJesus, Miguel Filipe Rodrigues de masterThesisopenAccess
502014Voluntary Cough Detection By Internal Sound AnalysisLúcio, Carlos Manuel Silva masterThesisopenAccess
518-Sep-2020A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health MonitoringYilmaz, Gürkan; Rapin, Michaël; Pessoa, Diogo ; Rocha, Bruno M. ; de Sousa, Antonio Moreira; Rusconi, Roberto; Carvalho, Paulo ; Wacker, Josias; Paiva, Rui Pedro ; Chételat, OlivierarticleopenAccess

(Principal Investigator)

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