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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 (both European and national) in the above fields and publishes actively in the main conferences and journals in his areas of research, with a record of around 110 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.
Identification

Personal identification

Full name
Rui Pedro Pinto de Carvalho e Paiva

Citation names

  • Paiva, Rui Pedro

Author identifiers

Ciência ID
AA16-002F-5AE3
ORCID iD
0000-0003-3215-3960

Knowledge fields

  • Exact Sciences - Computer and Information Sciences
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Spanish; Castilian Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2002 - 2007
Concluded
Doutoramento em Engenharia Informática (Doutoramento)
Universidade de Coimbra, Portugal
"Melody Detection in Polyphonic Audio" (THESIS/DISSERTATION)
Suma cum Laude
1997 - 1999
Concluded
Mestrado em Engenharia Informática (Mestrado)
Universidade de Coimbra, Portugal
"Identificação Neuro Difusa: Aspectos de Interpretabilidade (Neuro Fuzzy Identification: Interpretability Issues)" (THESIS/DISSERTATION)
Muito Bom
1991 - 1996
Concluded
Licenciatura em Engenharia Informática (Licenciatura)
Universidade de Coimbra, Portugal
"Modelling and Control of an Electric Arc Furnace" (THESIS/DISSERTATION)
18 valores
Affiliation

Teaching in Higher Education

Category
Host institution
Employer
2021 - Current Associate Professor (University Teacher) Universidade de Coimbra, Portugal
2007/02/16 - 2021 Assistant Professor (University Teacher) Universidade de Coimbra, Portugal
1999/12/05 - 2007/02/16 Assistant (University Teacher) Universidade de Coimbra, Portugal
1997/10/01 - 1999/12/05 Trainee Assistant (University Teacher) Universidade de Coimbra, Portugal
1997/03 - 1997/09 Assistant (Polytechnic Teacher) Instituto Politécnico de Leiria, Portugal

Positions / Appointments

Category
Host institution
Employer
2013/11 - 2015/11 Sub-Director do Departamento de Engenharia Informática da Universidade de Coimbra Universidade de Coimbra, Portugal
Projects

Contract

Designation Funders
2020 - 2022/12 VALUE - Value based healthcare supported by process mining tools
H2020 EIT-HEALTH – 20328
H2020 EIT-HEALTH 20328
Researcher
Universidade de Coimbra, Portugal
Horizon 2020
2019 - 2022/07 WELMO - Wearable Electronics for Effective Lung Monitoring
H2020-825572
Principal investigator
Horizon 2020
2016 - 2019/12/31 DataScience4NP: Data Science for Non-Programmers
FCT PTDC/EEI-ESS/1189/2014
Researcher
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
2019 - 2019/12 PATHWAYS - Data-rodeo for better healthcare: Clinical pathways and process mining
H2020 EIT-HEALTH – 19372
H2020 EIT-HEALTH 19372
Researcher
Universidade de Coimbra, Portugal
Horizon 2020
2016 - 2018/12 LINK: Linking Excellence in Biomedical knowledge and Computational Intelligence Research for personalized management of CVD within PHC
H2020-TWINN-2015 692023
Researcher
Universidade de Coimbra, Portugal
EU Framework Programme for Research and Innovation ICT Leadership in Enabling and Industrial Technologies
2013 - 2017/09 WELCOME - Wearable Sensing and Smart Cloud Computing for Integrated Care to COPD Patients with Comorbidities
FP7-611223
Principal investigator
Universidade de Coimbra, Portugal
EU Framework Programme for Research and Innovation Excellent Science
2013 - 2015/10 iCIS - Intelligent Computing in the Internet of Services
QREN CENTRO 07-ST24-FEDER-002003
Researcher
Universidade de Coimbra, Portugal
2013 - 2015/09 HeartSafe: Assessing Heart Function for Unsupervised Homecare Applications through Multi-Channel Auscultation
FCT PTDC/EEI-PRO/2857/2012
Researcher
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
2012 - 2014/10 Sistema de Gestión de Información del Estado
CUP: 30200000.0000.374505
Principal investigator
2012 - 2014/06 RECARDI - Rede Nacional de Cultura e Arte Digitais
QREN CENTRO 07-ST24-FEDER-002003
Researcher
Universidade de Coimbra, Portugal
2010 - 2013/11 MOODetector: A System for Mood-based Classification and Retrieval of Audio Music
FCT PTDC/EIA-EIA/102185/2008
Principal investigator
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
2008 - 2013/08 HeartCycle: Compliance and effectiveness in HF and CHD closed-loop management
FP7 – 216695
FP7 216695
Researcher
Universidade de Coimbra, Portugal
European Commission Seventh Framework Programme for Research and Technological Development
2008 - 2010/06 SoundForLife: A framework for early diagnosis and follow-up of CVD through heart sound
FCT PTDC/EIA/68620/2006
Researcher
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
2001 - 2004/12 ALCINE/OLLICON – On-Line Learning for Intelligent CONtrol
PRAXIS XXI
Researcher
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Outputs

Publications

Book
  1. Paiva, R.P.. Melody Detection in Polyphonic Audio: From Pitch Extraction to Note Identification. n/a: Lambert Academic Publishing. 2009.
    Published
Conference abstract
  1. Paiva, Rui Pedro. "Feature Engineering for the Detection and Classification of Respiratory Sounds". Paper presented in XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, 2019.
  2. Barabara Vogt; Mendes L.; I. Chouvarda; Perantoni E.; Kaimakamis V.; Paiva, Rui Pedro; Maglaveras N.; Frerichs I.. "Influence of torso position on chest examinations by electrical impedance tomography". Paper presented in 16th International Conference on Biomedical Applications of Electrical Impedance Tomography, Neuchatel, 2015.
    Published
Conference paper
  1. Panda, Renato; Hugo Redinho; Carolina Gonçalves; Malheiro, R.; Paiva, Rui Pedro. "How Does the Spotify API Compare to the Music Emotion Recognition State-of-the-Art?". Paper presented in 18th Sound and Music Computing Conference – SMC 2021, 2021.
  2. Pereira, Pedro M. M.; Thomaz, Lucas A.; Tavora, Luis M. N.; Assuncao, Pedro A. A.; Fonseca-Pinto, Rui; Paiva, Rui Pedro; Faria, Sergio M. M.. "Skin Lesion Classification using Bag-of-3D-Features". 2021.
    Published • 10.1109/conftele50222.2021.9435509
  3. Paiva, Rui Pedro. "Personalized Detection of Explosive Cough Events in Patients With Pulmonary Disease". Paper presented in 20th IEEE Mediterranean Electrotechnical Conference – MELECON 2020, 2020.
  4. Rocha, Bruno; Pessoa, Diogo; Marques, Alda; Carvalho, Paulo; Paiva, Rui Pedro. "Influence of Event Duration on Automatic Wheeze Classification". Paper presented in 25th International Conference on Pattern Recognition – ICPR 2020, 2020.
    Published
  5. Pereira, P.M.M.; Fonseca-Pinto, R.; Paiva, R.P.; Tavora, L.M.N.; Assuncao, P.A.A.; De Faria, S.M.M.. "Accurate segmentation of dermoscopic images based on local binary pattern clustering". 2019.
    10.23919/MIPRO.2019.08757023
  6. Couceiro, R.J.S.; Carvalho, P.; Henriques, J.; Paiva, R.; Antunes, M.J.; Couceiro, R.; Carvalho, Paulo Fernando Pereira de; Paiva, Rui Pedro; Antunes, M.. "Detection of atrial fibrillation using 12-lead ECG for mobile applications". Paper presented in International Conference on Biomedical and Health Informatics (ICBHI’2015), Haikou, 2019.
    Published • 10.1007/978-981-10-4505-9_46
  7. Pereira, P.M.M.; Tavora, L.M.N.; Fonseca-Pinto, R.; Paiva, R.P.; Assuncao, P.A.A.; De Faria, S.M.M.. "Image segmentation using gradient-based histogram thresholding for skin lesion delineation". 2019.
  8. Paiva, Rui Pedro. "Transfer Learning of ImageNet Neural Network for Pigmented Skin Lesion Detection". Paper presented in 24th Portuguese Conference on Pattern Recognition – RECPAD 2018, 2018.
  9. Fernandes, João Tiago; Rocha, Bruno; Paiva, Rui Pedro; Tiago Cruz; Fernandes, J.T.; Rocha, B.M.; Paiva, R.P.; Cruz, T.J.. "Using Low Cost Embedded Systems for Respiratory Sounds Auscultation". Paper presented in 15th International Symposium on Wireless Communication Systems – ISWCS 2018, Lisboa, Portugal, 2018.
    Published • 10.1109/ISWCS.2018.8491232
  10. Panda, R.; Malheiro, R.; Paiva, R.P.. "Musical texture and expressivity features for music emotion recognition". Paper presented in 19th International Society for Music Information Retrieval Conference – ISMIR 2018, 2018.
  11. Pedroso, A.; Lopes, B.L.; Correia, J.; Araujo, F.; Cardoso, J.; Paiva, R.P.. "A data mining service for non-programmers". 2018.
  12. Paiva, Rui Pedro. "DataScience4NP - A Data Science Service for Non Programmers". Paper presented in Simpósio de Informática – INForum 2018, 2018.
  13. Lasarow, L.; Vogt, B; Mendes L.; I. Chouvarda; Perantoni E.; Kaimakamis, E; Weiler, N; et al. "Inhomogenität der regionalen Ventilationsverteilung während der forcierten Inspiration gemessen mittels elektrischer Impedanztomografie bei COPD-Patienten". Paper presented in 58th Congress of the German Society for Pneumology and Respiratory Medicine – DGP 2017, Stuttgart, 2017.
    Published
  14. Rocha, Bruno; Mendes L.; Perantoni E.; Kaimakamis, E; Paiva, Rui Pedro; I. Chouvarda; Carvalho, Paulo Fernando Pereira de; Maglaveras N.. "Respiratory Sound Database for the Development of Automated Classification". Paper presented in International Conference on Biomedical and Health Informatics – ICBHI 2017, Thessaloniki, Greece, 2017.
    Published • 10.1007/978-981-10-7419-6_6
  15. Filipe, Ricardo; Paiva, Rui Pedro; Araujo, Filipe. "Client-side black-box monitoring for web sites". Paper presented in 2017 IEEE 16th International Symposium on Network Computing and Applications (NCA), Cambridge, MA, 2017.
    Published • 10.1109/NCA.2017.8171343
  16. Couceiro, R.; Henriques, J.; Paiva, R P; Antunes, M.; Carvalho, P. "Physiologically motivated detection of Atrial Fibrillation". Paper presented in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, 2017.
    Published • 10.1109/EMBC.2017.8037065
  17. Rocha, B. M.; Mendes, L; Couceiro, R.; Henriques, J.; Carvalho, P; Paiva, R P. "Detection of explosive cough events in audio recordings by internal sound analysis". Paper presented in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, 2017.
    Published • 10.1109/EMBC.2017.8037429
  18. Carvalho, Paulo Fernando Pereira de; Mendes L.; Maglaveras N.; I. Chouvarda; Henriques, J.; Teixeira C. A.; Paiva, Rui Pedro. "Machine Learning and Multiparametric Analysis of Cardiorespiratory Biosignals and Environmental Parameters". Paper presented in IEEE International Conference on Biomedical and Health Informatics – BHI 2017, Orlando, USA, 2017.
    Published
  19. Mendes L.; I. Chouvarda; Maglaveras N.; Teixeira C. A.; Henriques, J.; Carvalho, Paulo Fernando Pereira de; Paiva, Rui Pedro. "Detection of wheezes and crackles using a multi-feature approach". Paper presented in 5th Portuguese BioEngineering Meeting, Coimbra, Portugal, 2017.
    Published
  20. Paiva, Rui. "Detection of cough and adventitious respiratory sounds in audio recordings by internal sound analysis". 2017.
    10.1007/978-981-10-7419-6_9
  21. Nunes, Diogo; Adriana Leal; Henriques, J.; Paiva, Rui Pedro; Carvalho, Paulo Fernando Pereira de; Teixeira C. A.; Couceiro, R.. "An accurate and real-time ECG noise detection methodology". Paper presented in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, Orlando, 2016.
    Published
  22. Carvalho, Paulo Fernando Pereira de; Henriques, J.; Paiva, Rui Pedro; Teixeira C. A.; Ruano, M. G.; Rocha, Teresa; Paredes, Simão; et al. "Opportunities and Challenges for Research on Intelligent Algorithms for Phealth". Paper presented in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, Orlando, 2016.
    Published
  23. Henriques, J.; Carvalho, Paulo Fernando Pereira de; Paiva, Rui Pedro; Teixeira C. A.; Rocha, Teresa; Paredes, Simão; Ruano, M. G.; et al. "Research on algorithms and models for pHealth applications: opportunities and challenges". Paper presented in Pan American Health Care Exchanges – PAHCE’2016, Madrid, 2016.
    Published
  24. Carvalho, Paulo Fernando Pereira de; Henriques, J.; Paiva, Rui Pedro; Teixeira C. A.; Rocha, Teresa; Paredes, Simão; Ruano, M. G.; et al. "LINK: Linking Excellence in Biomedical knowledge and Computational Intelligence Research for personalized management of CVD within PHC". Paper presented in Pan American Health Care Exchanges – PAHCE’2016, Madrid, 2016.
    Published
  25. Malheiro, R.; Panda, Renato; Gomes, Paulo; Paiva, Rui Pedro. "Bi-Modal Music Emotion Recognition: Novel Lyrical Features and Dataset". Paper presented 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, Riva del Garda, 2016.
    Published
  26. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Muehlsteff, J.; Henriques, J.; Willems, S.; Jungen, C.; et al. "Evaluation of a PPG-based algorithm for prediction of neurally mediated syncope". Paper presented in IEEE International Conference on Biomedical and Health Informatics – BHI’2016, Las Vegas, 2016.
    Published • 10.1109/BHI.2016.7455927
  27. Trenk, F.; Mendes, L.; Carvalho, P.; Paiva, R.P.; Henriques, J.; Maglaveras, N.; Chouvarda, I.; Tsara, V.; Teixeira, C.A.. "Evaluation of lung ventilation distribution in chronic obstructive pulmonary disease patients using the global inhomogeneity index". 2016.
    10.1109/EMBC.2016.7591920
  28. Mendes, L.; Vogiatzis, I.M.; Perantoni, E.; Kaimakamis, E.; Chouvarda, I.; Maglaveras, N.; Henriques, J.; Carvalho, P.; Paiva, R.P.. "Detection of crackle events using a multi-feature approach". 2016.
    10.1109/EMBC.2016.7591526
  29. Carvalho, P.; Paiva, R.P.; Henriques, J.; Kumar, D.; Couceiro, R.; Sapata, T.; Quintal, I.; Baptista, R.; Antunes, M.. "Acoustic cardiac signal analysis: A toolbox". 2016.
    10.1109/EXPAT.2015.7463205
  30. Malheiro, R.; Panda, R.; Gomes, P.; Paiva, R.P.; Panda, Renato; Gomes, Paulo; Paiva, Rui Pedro. "Classification and regression of music lyrics: Emotionally-significant features". Paper presented in 8th International Conference on Knowledge Discovery and Information Retrieval – KDIR’2016, Porto, 2016.
    Published
  31. Malheiro, R.; Oliveira, H.G.; Gomes, P.; Paiva, R.P.. "Keyword-based approach for lyrics emotion variation detection". 2016.
  32. Carvalho, P.; Henriques, J.; Teixeira, C.A.; Couceiro, R.; Rocha, T.; Mendes, L.; Rocha, B.; et al. "Biodata analytics for COPD". Paper presented in IEEE International Conference on Biomedical and Health Informatics – BHI’2016, Las Vegas, 2016.
    Published • 10.1109/BHI.2016.7455936
  33. Leal, A.; Couceiro, R.; Chouvarda, I.; Maglaveras, N.; Henriques, J.; Paiva, R.; Carvalho, P.; Teixeira, C.. "Detection of different types of noise in lung sounds". 2016.
    10.1109/EMBC.2016.7592090
  34. Paiva, Rui Pedro. "Audio Signal Processing for Respiratory Evaluation within the WELCOME Project". Paper presented in XXXI EURO Mini Conference on Improving Healthcare: New Challenges, New Approaches – EURO Mini 2015, 2015.
  35. Adriana Leal; Teixeira C. A.; I. Chouvarda; Maglaveras N.; Henriques, J.; Paiva, Rui Pedro; Carvalho, Paulo Fernando Pereira de; et al. "A multi-feature approach for noise detection in lung sounds". Paper presented in International Conference on Biomedical and Health Informatics (ICBHI’2015), Haikou, China, 2015.
    Published • 10.1007/978-981-10-4505-9_47
  36. Carvalho, Paulo Fernando Pereira de; Paiva, Rui Pedro; Henriques, J.; D. Kumar; Couceiro, Ricardo; Sapata T.; Quintal, I.; Romeu Baptista; Antunes, M.. "Acoustic Cardiac Signal Analysis : a toolbox". Paper presented in 3rd Experiment@International Conference – exp.at’15, Ponta Delgada, 2015.
    Published
  37. Mendes, L.; Vogiatzis, I.M.; Perantoni, E.; Kaimakamis, E.; Chouvarda, I.; Maglaveras, N.; Tsara, V.; et al. "Detection of wheezes using their signature in the spectrogram space and musical features". 2015.
    10.1109/EMBC.2015.7319657
  38. Chouvarda, I.; Kilintzis, V.; Haris, K.; Kaimakamis, V.; Perantoni, E.; Maglaveras, N.; Mendes, L.; et al. "Combining pervasive technologies and Cloud Computing for COPD and comorbidities management". 2015.
    10.1109/MOBIHEALTH.2014.7015984
  39. Paiva, R.P.; Dourado, A.; Duarte, B.. "'Applying subtractive clustering for neuro-fuzzy modelling of a bleaching plant'". 2015.
  40. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Muehlsteff, J.; Henriques, J.; Willems, S.; Jungen, C.; Meyer, C.. "Algorithm for real-time prediction of neurally mediated syncope integrating indexes of autonomic modulation". 2015.
    10.1109/CIC.2015.7411003
  41. Paiva, R.P.; Sapata, T.; Henriques, J.; Quintal, I.; Baptista, R.; Gonçalves, L.; Carvalho, P.; et al. "Multi-channel audio-based estimation of the Pre-Ejection Period". Paper presented in 37th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2015, Milan, 2015.
    Published • 10.1109/EMBC.2015.7319742
  42. I. Chouvarda; Kilintzis V.; Haris K.; Kaimakamis V.; Perantoni E.; Maglaveras N.; Philip N.; et al. "Combining Pervasive Technologies and Cloud Computing for COPD and Comorbidities Management". Paper presented in 4th International Conference on Wireless Mobile Communication and Healthcare – “Transforming healthcare through innovations in mobile and wireless technologies”, Atenas, 2014.
    Published
  43. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Henriques, J.; Muehlsteff, J.; Eickholt, C.; Brinkmeyer, C.; Kelm, M.; Meyer, C.. "Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison". 2014.
    10.1109/BMEI.2014.7002799
  44. Couceiro, R.J.S.; Carvalho, P.; Paiva, R.P.; Henriques, J.; Quintal, I.; Muehlsteff, J.. "Detection of motion artifacts in photoplethysmographic signals: Algorithms comparison". 2014.
    10.1007/978-3-319-03005-0_83
  45. Lucio, C.; Teixeira, C.; Henriques, J.; De Carvalho, P.; Paiva, R.P.; Lúcio C.; Teixeira C. A.; P. Carvalho; Paiva, Rui Pedro. "Voluntary cough detection by internal sound analysis". Paper presented in 7th International Conference on BioMedical Engineering and Informatics – BMEI 2014, Dalian, 2014.
    Published • 10.1109/BMEI.2014.7002808
  46. Mendes, L.; Carvalho, P.; Teixeira, C.A.; Paiva, R.P.; Henriques, J.; Mendes L.; P. Carvalho; Teixeira C. A.; Paiva, Rui Pedro. "Robust features for detection of crackles: An exploratory study". Paper presented in 36th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2014, Chicago, 2014.
    Published • 10.1109/EMBC.2014.6943879
  47. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Muehlsteff, J.; Henriques, J.; Eickholt, C.; Brinkmeyer, C.; Kelm, M.; Meyer, C.. "A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone". 2014.
    10.1109/EMBC.2014.6944242
  48. Chouvarda, I.; Philip, N.Y.; Natsiavas, P.; Kilintzis, V.; Sobnath, D.; Kayyali, R.; Henriques, J.; et al. "WELCOME - Innovative integrated care platform using wearable sensing and smart cloud computing for COPD patients with Comorbidities". 2014.
    10.1109/EMBC.2014.6944298
  49. Malheiro, R.,; Panda, Renato; Gomes, Paulo; Paiva, Rui Pedro. "Music Emotion Recognition from Lyrics: A Comparative Study". Paper presented in 6th International Workshop on Music and Machine Learning – MML’2013, Praga, 2013.
    Published
  50. Rocha, Bruno; Panda, Renato; Paiva, Rui Pedro. "Music Emotion Recognition: The Importance of Melodic Features". Paper presented in 6th International Workshop on Music and Machine Learning – MML’2013, Praga, 2013.
    Published
  51. Panda, Renato; Rocha, Bruno; Paiva, Rui Pedro. "Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio Features". Paper presented in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, 2013.
    Published
  52. Panda, Renato; Malheiro, R.,; Rocha, Bruno; Oliveira, António; Paiva, Rui Pedro. "Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative Analysis". Paper presented in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, 2013.
    Published
  53. Couceiro, R.; P. Carvalho; Paiva, Rui Pedro; Henriques, J.; Muehlsteff, J. .. "Detection of motion artifacts in photoplethysmographic signals: Algorithms comparison". Paper presented in 1st IFMBE International Conference on Health Informatics – ICHI’2013, Vilamoura, 2013.
    Published
  54. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Muehlsteff, J.; Henriques, J.; Schulze, V.; Ritz, A.; Kelm, M.; Meyer, C.. "Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope". 2013.
    10.1109/EMBC.2013.6610765
  55. Couceiro, R.; P. Carvalho; Paiva, R.P.; Henriques, J.; Muehlsteff, J. .. "Detection of motion artifacts in photoplethysmographic signals based on time and period domain analysis". Paper presented in 34th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2012, n/a, 2012.
    Published
  56. Panda, Renato; Paiva, R.P.. "Music Emotion Classification: Analysis of a Classifier Ensemble Approach". Paper presented in 5th International Workshop on Music and Machine Learning – MML’2012 – in conjunction with the 19th International Conference on Machine Learning – ICML’2012, n/a, 2012.
    Published
  57. Panda, Renato; Paiva, R.P.. "MIREX 2012: Mood Classifcation Task Submission". Paper presented in Music Information Retrieval Evaluation eXchange - MIREX'2012, n/a, 2012.
    Published
  58. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Henriques, J.; Muehlsteff, J.. "Detection of motion artifacts in photoplethysmographic signals based on time and period domain analysis". 2012.
    10.1109/EMBC.2012.6346497
  59. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Henriques, J.; Antunes, M.; Quintal, I.; Muehlsteff, J.. "Multi-Gaussian fitting for the assessment of left ventricular ejection time from the Photoplethysmogram". 2012.
    10.1109/EMBC.2012.6346831
  60. P. Carvalho; Paiva, R.P.; D. Kumar; J. P. Ramos; Santos, S.; Henriques, J.. "A Framework for Acoustic Cardiac Signal Analysis". Paper presented in Biosignals - International Conference on Bio-inspired Systems and Signal Processing, n/a, 2011.
    Published
  61. Panda, Renato; Paiva, R.P.. "Using Support Vector Machines for Automatic Mood Tracking in Audio Music". Paper presented in 130th Audio Engineering Convention - AES 130, n/a, 2011.
    Published
  62. Cardoso, L.F.A.; Panda, Renato; Paiva, R.P.. "MOODetector: A Prototype Software Tool for Mood-based Playlist Generation". Paper presented in Simpósio de Informática - INForum 2011, n/a, 2011.
    Published
  63. J. P. Ramos; P. Carvalho; Paiva, R.P.; Henriques, J.. "Modulation Filtering for Noise Detection in Heart Sound Signals". Paper presented in Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2011, Boston, USA., n/a, 2011.
    Published
  64. Couceiro, R.; P. Carvalho; Paiva, R.P.; Henriques, J.; Antunes, M.; Quintal, I.; Muehlsteff, J. .. "Beat-to-beat Cardiac Output inference using heart sounds". Paper presented in EMBC, 2011 Annual International Conference of the IEEE, n/a, 2011.
    Published
  65. Santos, S.; P. Carvalho; Paiva, R.P.; Henriques, J.. "Detection of the S2 split using the Hilbert and Wavelet transforms". Paper presented in Congresso de Métodos Numéricos em Engenharia – CMNE 2011., n/a, 2011.
    Published
  66. Kumar, D.; Carvalho, P.; Antunes, M.; Paiva, R.P.; Henriques, J.. "An adaptive approach to abnormal heart sound segmentation". 2011.
    10.1109/ICASSP.2011.5946490
  67. Carvalho, P.; Paiva, R.P.; Henriques, J.; Antunes, M.; Quintal, I.; Muehlsteff, J.; P. Carvalho. "Robust characteristic points for ICG: Definition and comparative analysis". Paper presented in Biosignals - International Conference on Bio-inspired Systems and Signal Processing, n/a, 2011.
    Published
  68. Ramos, J.P.; Carvalho, P.; Paiva, R.P.; Vale, L.; Henriques, J.. "Intelligent phonocardiogram analysis and representation tool". 2011.
  69. Panda, R.; Paiva, R.P.; Panda, Renato. "Automatic creation of mood playlists in the thayer plane: A methodology and a comparative study". Paper presented in Sound and Music Computing Conference - SMC'2011, n/a, 2011.
    Published
  70. Muehlsteff, J.; Carvalho, P.; Henriques, J.; Paiva, R.P.; Reiter, H.. "Cardiac status assessment with a multi-signal device for improved home-based congestive heart failure management". 2011.
    10.1109/IEMBS.2011.6090195
  71. D. Kumar; P. Carvalho; Paiva, R.P.; Antunes, M.; Henriques, J.. "Heart Murmur Classification using Complexity Signature". Paper presented in International Conference on Pattern Recognition - ICPR'2010, n/a, 2010.
    Published
  72. Carvalho, P.; Paiva, R.P.; Couceiro, R.; Henriques, J.; Antunes, M.; Quintal, I.; Muehlsteff, J.; et al. "Comparison of systolic time interval measurement modalities for portable devices". Paper presented in Conf. of IEEE-EMBC, n/a, 2010.
    Published • 10.1109/IEMBS.2010.5626642
  73. Kumar, D.; Carvalho, P.; Antunes, M.; Paiva, R.P.; Henriques, J.. "Heart murmur classification with feature selection". 2010.
    10.1109/IEMBS.2010.5625940
  74. Carvalho, P.; Paiva, R.P.; Couceiro, R.; Henriques, J.; Quintal, I.; Muehlsteff, J.; Aubert, X.L.; Antunes, M.. "Assessing systolic time-intervals from heart sound: A feasibility study". 2009.
    10.1109/IEMBS.2009.5332565
  75. Paiva, R.P.; Carvalho, P.; Aubert, X.; Muehlsteff, J.; Henriques, J.; Antunes, M.; P. Carvalho. "Assessing PEP and LVET from heart sounds: Algorithms and evaluation". Paper presented in EMBC-2009, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, n/a, 2009.
    Published • 10.1109/IEMBS.2009.5332572
  76. Paiva, R.P.. "An Approach for Melody Extraction from Polyphonic Audio: Using Perceptual Principles and Melodic Smoothness". Paper presented in 154th Meeting of the Acoustical Society of America, n/a, 2007.
    Published
  77. Paiva, R.P.; Mendes, T.; Cardoso, A.. "On the Detection of Melody Notes in Polyphonic Audio". Paper presented in ISMIR'2005, n/a, 2005.
    Published
  78. Paiva, R.P.; Mendes, T.; Cardoso, A.. "On the Definition of Musical Notes from Pitch Tracks for Melody Detection in Polyphonic Recordings". Paper presented in DAFx\'05, n/a, 2005.
    Published
  79. Paiva, R.P.; Mendes, T.; Cardoso, A.. "Segmentation of Pitch Tracks for Melody Detection in Polyphonic Audio". Paper presented in EUSIPCO'2005, n/a, 2005.
    Published
  80. Paiva, Rui Pedro. "An Algorithm for Melody Detection in Polyphonic Recordings". Paper presented in Music Information Retrieval Exchange – MIREX’2005, London, 2005.
    Published
  81. Paiva, R.P.; Mendes, T.; Cardoso, A.. "Exploiting melodic smoothness for melody detection in polyphonic audio". 2005.
  82. Malheiro, R.,; Paiva, R.P.; Antonio Jose Mendes; Mendes, T.; Cardoso, A.. "A Prototype for Classification of Classical Music using Neural Networks". Paper presented in ASC'2004, n/a, 2004.
    Published
  83. Malheiro, R.,; Paiva, R.P.; Antonio Jose Mendes; Mendes, T.; Cardoso, A.. "Classification of Recorded Classical Music: A Methodology and a Comparative Study". Paper presented in International Symposium on Brain Inspired Cognitive Systems - BICS’2004, n/a, 2004.
    Published
  84. Malheiro, R.,; Paiva, R.P.; Antonio Jose Mendes; Mendes, T.; Cardoso, A.. "Classification of Recorded Classical Music using Neural Networks". Paper presented in EIS'2004, n/a, 2004.
    Published
  85. Paiva, R.P.; Mendes, T.; Cardoso, A.. "A Methodology for Detection of Melody in Polyphonic Musical Signals". Paper presented in AES116, n/a, 2004.
    Published
  86. Paiva, R.P.; Mendes, T.; Cardoso, A.. "An Auditory Model Based Approach for Melody Detection in Polyphonic Musical Recordings". Paper presented in Computer Music Modeling and Retrieval: Second International Symposium, CMMR 2004, n/a, 2004.
    Published
  87. Paiva, R.P.; António Dourado. "Merging and Constrained Learning for Interpretability in Neuro-Fuzzy Systems". Paper presented in International Workshop on Hybrid Methods for Adaptive Systems, n/a, 2001.
    Published
  88. Paiva, R.P.; António Dourado. "Comparison of Neuro-Fuzzy Structures for System Identification". Paper presented in Control'2000, n/a, 2000.
    Published
  89. Paiva, R.P.; António Dourado; Duarte, B.. "Quality Prediction in Industrial Processes: Application of a Neuro-Fuzzy System". Paper presented in MCPL'2000, n/a, 2000.
    Published
  90. Paiva, R.P.; António Dourado. "Development of Interpretable Models through Neuro-Fuzzy Networks". Paper presented in EIS'2000, n/a, 2000.
    Published
  91. Paiva, R.P.; António Dourado. "Comparação de Estruturas Neuro-Difusas para Identificação de Sistemas". Paper presented in EEI'99, n/a, 1999.
    Published
  92. Paiva, R.P.; António Dourado; Duarte, B.. "Applying Subtractive Clustering for Neuro-Fuzzy Modelling of a Bleaching Plant". Paper presented in ECC'99, n/a, 1999.
    Published
  93. António Dourado; Cardoso, Alberto; Gil, Paulo; Henriques, J.; Paiva, Rui Pedro; Pereira, Carlos; Santos, Amâncio; Victor, José. "Intelligent Control and Supervision at Centro de Informática e Sistemas da Universidade de Coimbra". Paper presented in XX Jornadas de Automática, Salamanca, 1999.
    Published
  94. Paiva, R.P.; António Dourado; Duarte, B.. "Abordagem Neuro-Difusa para a Modelização de um Sistema de Branqueamento de Pasta de Papel". Paper presented in Tecnicelpa'98, n/a, 1998.
    Published
  95. Paiva, R.P.; António Dourado; Duarte, B.. "A Neuro-Fuzzy System for Modelling of a Bleaching Plant". Paper presented in EUFIT'98, n/a, 1998.
    Published
Journal article
  1. Paiva, Rui Pedro. "Identification and analysis of stable breathing periods in electrical impedance tomography recordings". Physiological Measurement 42 6 (2021): 064003-064003. http://dx.doi.org/10.1088/1361-6579/ac08e5.
    10.1088/1361-6579/ac08e5
  2. Rocha, Bruno Machado; Pessoa, Diogo; Marques, Alda; Carvalho, Paulo; Paiva, Rui Pedro. "Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?". Sensors 21 1 (2021): 57. http://dx.doi.org/10.3390/s21010057.
    10.3390/s21010057
  3. Paiva, Rui Pedro. "A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring". Sensors 20 18 (2020): 5124-5124. http://dx.doi.org/10.3390/s20185124.
    10.3390/s20185124
  4. Pedro M.M. Pereira; Rui Fonseca-Pinto; Rui Pedro Paiva; Pedro A.A. Assuncao; Luis M.N. Tavora; Lucas A. Thomaz; Sergio M.M. Faria. "Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative study". Biomedical Signal Processing and Control (2020): https://doi.org/10.1016/j.bspc.2020.101924.
    10.1016/j.bspc.2020.101924
  5. Pereira, Pedro M.M.; Fonseca-Pinto, Rui; Paiva, Rui Pedro; Assuncao, Pedro A.A.; Tavora, Luis M.N.; Thomaz, Lucas A.; Faria, Sergio M.M.. "Skin lesion classification enhancement using border-line features – The melanoma vs nevus problem". Biomedical Signal Processing and Control 57 (2020): 101765. http://dx.doi.org/10.1016/j.bspc.2019.101765.
    Published • 10.1016/j.bspc.2019.101765
  6. Paiva, Rui Pedro. "Novel audio features for music emotion recognition". IEEE Transactions on Affective Computing 11 4 (2020): 614-626.
    Published • 10.1109/TAFFC.2018.2820691
  7. Paiva, Rui Pedro. "Audio Features for Music Emotion Recognition: a Survey". IEEE Transactions on Affective Computing (2020): 1-1. http://dx.doi.org/10.1109/taffc.2020.3032373.
    10.1109/taffc.2020.3032373
  8. Rocha, Bruno M; Filos, Dimitris; Mendes, Luís; Serbes, Gorkem; Ulukaya, Sezer; Kahya, Yasemin P; Jakovljevic, Nikša; et al. "An open access database for the evaluation of respiratory sound classification algorithms". Physiological Measurement 40 3 (2019): 035001. http://dx.doi.org/10.1088/1361-6579/ab03ea.
    10.1088/1361-6579/ab03ea
  9. Malheiro, Ricardo; Panda, Renato; Gomes, Paulo; Paiva, Rui Pedro. "Emotionally-Relevant Features for Classification and Regression of Music Lyrics". IEEE Transactions on Affective Computing 9 2 (2018): 240-254.
    Published • 10.1109/TAFFC.2016.2598569
  10. Couceiro, R.; Carvalho, P; Paiva, R P; Muehlsteff, J; Henriques, J.; Eickholt, C; Brinkmeyer, C; Kelm, M; Meyer, C. "Real-Time Prediction of Neurally Mediated Syncope". IEEE Journal of Biomedical and Health Informatics 20 2 (2016): 508-520.
    Published • 10.1109/JBHI.2015.2408994
  11. Vogt, B; Mendes, L; Chouvarda, I; Perantoni, E; Kaimakamis, E; Becher, T; Weiler, N; et al. "Influence of torso and arm positions on chest examinations by electrical impedance tomography". Physiological Measurement 37 6 (2016): 904-921.
    Published • 10.1088/0967-3334/37/6/904
  12. Panda, Renato; Rocha, Bruno; Paiva, Rui Pedro. "Music Emotion Recognition with Standard and Melodic Audio Features". Applied Artificial Intelligence 29 4 (2015): 313-334.
    Published • 10.1080/08839514.2015.1016389
  13. Couceiro, Ricardo; Carvalho, P; Paiva, R P; Henriques, J.; Quintal, I.; Antunes, M.; Muehlsteff, J; et al. "Assessment of cardiovascular function from multi-Gaussian fitting of a finger photoplethysmogram". Physiological Measurement 36 9 (2015): 1801-1825.
    Published • 10.1088/0967-3334/36/9/1801
  14. Couceiro, R.; Carvalho, P.; Paiva, R.P.; Henriques, J.; Muehlsteff, J.. "Detection of motion artifact patterns in photoplethysmographic signals based on time and period domain analysis". Physiological Measurement 35 12 (2014): 2369-2388. http://www.scopus.com/inward/record.url?eid=2-s2.0-84915798321&partnerID=MN8TOARS.
    10.1088/0967-3334/35/12/2369
  15. Paiva, R.P.; Carvalho, P.; Couceiro, R.; Henriques, J.; Antunes, M.; Quintal, I.; Muehlsteff, J.. "Beat-to-beat systolic time-interval measurement from heart sounds and ECG". Physiological Measurement 33 2 (2012): 177-194. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856263538&partnerID=MN8TOARS.
    10.1088/0967-3334/33/2/177
  16. D. Kumar; P. Carvalho; Antunes, M.; Paiva, R.P.; Henriques, J.; Kumar, D.; Carvalho, P.. "Noise detection during heart sound recording using periodicity signatures". Physiological Measurement 32 n/a (2011): n/a-n/a. http://www.scopus.com/inward/record.url?eid=2-s2.0-79954616390&partnerID=MN8TOARS.
    Published • 10.1088/0967-3334/32/5/008
  17. Paiva, R.P.; Mendes, T.; Cardoso, A.. "From pitches to notes: Creation and segmentation of pitch tracks for melody detection in polyphonic audio". Journal of New Music Research 37 3 (2008): 185-205. http://www.scopus.com/inward/record.url?eid=2-s2.0-57849162795&partnerID=MN8TOARS.
    10.1080/09298210802549748
  18. Paiva, R.P.; Mendes, T.; Cardoso, A.. "Melody detection in polyphonic musical signals: Exploiting perceptual rules, note salience, and melodic smoothness". Computer Music Journal 30 4 (2006): 80-98. http://www.scopus.com/inward/record.url?eid=2-s2.0-33845491285&partnerID=MN8TOARS.
    10.1162/comj.2006.30.4.80
  19. Malheiro, R.,; Paiva, R.P.; Antonio Jose Mendes; Mendes, T.; Cardoso, A.. "Sistemas de Classificação Musical com Redes Neuronais". Gestão e Desenvolvimento 12 n/a (2004): 167-195.
    Published
  20. Paiva, R.P.; Dourado, A.. "Interpretability and learning in neuro-fuzzy systems". Fuzzy Sets and Systems 147 1 (2004): 17-38. http://www.scopus.com/inward/record.url?eid=2-s2.0-4344685199&partnerID=MN8TOARS.
    10.1016/j.fss.2003.11.012
  21. Paiva, R.P.; Dourado, A.; Duarte, B.. "Quality prediction in pulp bleaching: Application of a neuro-fuzzy system". Control Engineering Practice 12 5 (2004): 587-594. http://www.scopus.com/inward/record.url?eid=2-s2.0-1642366693&partnerID=MN8TOARS.
    10.1016/S0967-0661(03)00145-X
  22. Paiva, R.P.; Dourado, A.. "Structure and parameter learning of neuro-fuzzy systems: A methodology and a comparative study". Journal of Intelligent and Fuzzy Systems 11 3-4 (2001): 147-161. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035780129&partnerID=MN8TOARS.
Manual
  1. Paiva, Rui Pedro. Machine Learning: Applications, Process and Techniques. 2013.
  2. Paiva, Rui Pedro. How to Write Good Scientific Project Proposals: A Comprehensive Guide. 2013.

Other

Other output
  1. Paiva, Rui Pedro. 2013. An Outline for Quantitative Research Papers.
  2. Gómez, E.; Streich, S.; Ong, B.; Paiva, Rui Pedro; Tappert, S.; Batke, J.; Poliner, G.; Ellis, D.; Bello, J.. 2006. A Quantitative Comparison of Different Approaches for Melody Extraction from Polyphonic Audio Recordings.
  3. Paiva, Rui Pedro. 2002. Content-based Classification and Retrieval of Music: Overview and Research Trends.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2019/04/06 WELCOME Vest Bioengineering 2019
Universidade do Porto (Porto, Portugal)
2018/11/16 Automatic Detection of Arrhythmias in ECGs Palestra como Investigador Visitante na Universidad Autónoma de Sinaloa, M+exico
Universidad Autónoma de Sinaloa (Culiacán)
2013 Research Opportunities @ CISUC Jornadas de Informática
Central University of Ecuador (Ecuador)
2013 Curricula on Intelligent Systems Jornadas de Informática
Central University of Ecuador (Quito, Ecuador)
2013 Data Mining in the Real-World Jornadas de Informática
Central University of Ecuador (Quito, Ecuador)
2013 Machine Learning: Applications, Process and Techniques
National Polytechnic School, Quito, Ecuador (Ecuador)
2013 How to Write Good Scientific Project Proposals: A Comprehensive Guide
National Polytechnic School, Quito, Ecuador (Ecuador)
2013 How to Write Good Scientific Papers: A Comprehensive Guide
National Polytechnic School, Quito, Ecuador (Ecuador)
2013 MOODetector: Automatic Music Emotion Recognition Campus Party Quito 3
Campus Party (Quito, Ecuador)
2013 Music Data Mining: Automatic Emotion Recognition Ciclo de Conferencias en Ingeniería Informática
Universidad Central del Ecuador (Quito, Ecuador)
2010 MOODetector: A System for Mood-based Classification and Retrieval of Audio Music 1as. Jornadas de la Sociedad Ibérica de Tecnología Musical
Sociedad Ibérica de Tecnología Musical (Madrid, Spain)
2008 Music Information Retrieval: Overview and Current Trends DEI Undercover
Department of Informatics Engineering, University of Coimbra (Coimbra, Portugal)
2007 An Approach for Melody Extraction from Polyphonic Audio: Using Perceptual Principles and Melodic Smoothness 154th Meeting of the Acoustical Society of America
(New Orleans, United States)
2007 Melody Detection in Polyphonic Audio 9th Meeting of APEA - Associação Portuguesa de Engenharia Áudio (national branch of the Audio Engineering Society)
(Leiria, Portugal, Portugal)

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2019 - Current Automatic Respiratory Function Analysis using Lung Sound and EIT
Supervisor
Universidade de Coimbra, Portugal
2016 - Current Skin Lesion Assessment based on Plenoptic Images: A taxonomy proposal for melanoma classification
Co-supervisor
Programa Doutoral em Ciências e Tecnologias da Informação (PhD)
Universidade de Coimbra, Portugal
2015 - Current Automatic Analysis of Cough and Adventitious Sounds
Supervisor
Universidade de Coimbra, Portugal
2015 - Current R&D work under the WELCOME project
Supervisor
2019 - 2020 Classificação de sons respiratórios adventícios em crianças
Supervisor
Universidade de Coimbra, Portugal
2011 - 2019 Emotion based Analysis and Classification of Audio Music
Supervisor
Universidade de Coimbra, Portugal
2017 - 2018 Building Machine Learning Microservices for the Data Science for Non Programmers Platform
Supervisor
Universidade de Coimbra, Portugal
2017 - 2018 Data Science for Non Programmers: Orchestration of Microservices and Graphical User Interface
Supervisor
Universidade de Coimbra, Portugal
2017 - 2017 The Role of Artist and Genre on Music Emotion Recognition
Supervisor
Mestrado (Master)
Universidade Nova de Lisboa, Portugal
2017 - 2017 Using Low Cost Embedded Systems for Lung Sounds Auscultation and Analysis
Supervisor
Mestrado em Engenharia Informática (Master)
Universidade de Coimbra, Portugal
2012 - 2017 Emotion-based Analysis and Classification of Music Lyrics
Supervisor
Programa Doutoral em Ciências e Tecnologias da Informação (PhD)
Universidade de Coimbra, Portugal
2015 - 2015 Automatic Detection of Wheezes and Crackles (trabalho de pós-doutoramento)
Supervisor
2008 - 2015 Cardiovascular performance assessment for p-health applications
Co-supervisor
Programa Doutoral em Ciências e Tecnologias da Informação (PhD)
Universidade de Coimbra, Portugal
2014 - 2014 Voluntary Cough Detection by Internal Sound Analysis
Supervisor
2014 - 2014 Solução Mobile Georreferenciada
Co-supervisor
2014 - 2014 R&D work under the RECARDI project
Supervisor
2014 - 2014 R&D work under the RECARDI project
Supervisor
2014 - 2014 R&D work under the RECARDI project
Supervisor
2013 - 2013 Clasificación Automática de Música por Emociones
Supervisor
Ingeniería de Sistemas (Degree)
Escuela Politécnica Nacional, Ecuador
2013 - 2013 Research work under the MOODetector project
Supervisor
2013 - 2013 Research work under the MOODetector project
Supervisor
2011 - 2011 Computational tool for the analysis of emotional content in audio musical signals
Supervisor
2010 - 2010 Automatic Mood Tracking in Audio Music
Supervisor
Mestrado em Engenharia Informática (Master)
Universidade de Coimbra, Portugal
2010 - 2010 Automatic Playlist Generation via Music Mood Analysis
Supervisor
Mestrado em Engenharia Informática (Master)
Universidade de Coimbra, Portugal

Event organisation

Event name
Type of event (Role)
Institution / Organization
2019 - 2019 XV Mediterranean Conference on Medical and Biological Engineering and Computing (2019 - 2019)
Congress (Member of the Organising Committee)
2019 - 2019 XV Mediterranean Conference on Medical and Biological Engineering and Computing. Thematic Session: Electronics and smart algorithms for the effective lung monitoring and COPD management (2019 - 2019)
Other (Co-organisor)
2017 - 2017 ICBHI 2017 Challenge - International Conference on Biomedical and Health Informatics O objectivo do evento foi a avaliação comparativa de algoritmos para a classi-ficação de sons respiratórios. Para o efeito, foi criada uma base de dados públi-ca, disponível para a comunidade cinetífica da área. (2017 - 2017)
Call (Co-organisor)
2013 - 2013 Ciclo de Conferencias en Ingeniería Informática - CCII'2013
Meeting (Other)
2013 - 2013 How to Write Good Scientific Papers: A Comprehensive Guide (2013)
Seminar (Co-organisor)
2013 - 2013 How to Write Good Scientific Project Proposals: A Comprehensive Guide (2013 - 2013)
Seminar
2011 - 2011 Congresso de Métodos Numéricos em Engenharia - CMNE’2011: organization of thematic session on “Audio and Multimedia Signal Processing”, jointly with Dr. Emilia Gómez, Pompeu Fabra University, Barcelona, Spain
Other (Other)
2011 - 2011 INForum’2011 – Simpósio de Informática: member of the Marketing and Image Committee (2011 - 2011)
Congress (Other)
2011 - 2011 INForum’2011 – Simpósio de Informática: co-organization of the thematic session on “Sound and Music Computing”, coordinated by Dr. Fabien Gouyon, INESC, Porto, Portugal.
Other (Other)
2011 - 2011 3º Simpósio de Informática. Sessão Temática: Computação Sonora e Musical (2011 - 2011)
Other (Co-organisor)
2008 - 2008 Recent Works in Music Content Processing at INESC Porto, Dr. Fabien Gouyon, October 15, 2008
Seminar (Other)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2016 - 2016 International Conference on Pattern Recognition – ICPR’2016
Congress
2011 - 2011 Congresso de Métodos Numéricos em Engenharia - CMNE’2011
Congress
2011 - 2011 International Joint Conference on Biomedical Engineering Systems and Technologies – BIOSTEC’2011
Congress
2009 - 2009 Sound and Music Computing
Congress
2000 - 2000 2nd Conference on Management and Control of Production and Logistics - MCPL’2000, Grenoble, France. Moderated one session.
Congress

Jury of academic degree

Topic
Role
Candidate name (Type of degree)
Institution / Organization
2020 Multi-Target Compiler for the Deployment of Machine Learned Predictive Models
(Thesis) Main arguer
Oscar Castro (PhD)
Universidad Autónoma de Sinaloa, Mexico
2019 Abnormalities detection in wireless capsule endoscopy images (Reconhecimento de Nível Doutoramento)
Thesis Member
Said Charfi (PhD)
Universidade de Coimbra, Portugal
2018 Cascade Book Recommendation
(Thesis) Main arguer
Paula Vaz Lobo (PhD)
Universidade de Lisboa, Portugal
2018 Mechanisms for Resilient Video Transmission
Thesis Member
Roger Immich (PhD)
Universidade de Coimbra, Portugal
2017 Evolving Monitoring Approaches for Cyber-Physical Systems Vítor Graveto (Other)
Universidade de Coimbra, Portugal
2016 Publicación de cuadros de mando para evaluación de uso de las bibliotecas digitales utilizando tecnologías de datos enlazados María Asunción Hallo Carrasco (PhD)
Universitat d'Alacant, Spain
2016 Studying the Effects of an Assisted Approach for Playlist Creation
(Thesis) Main arguer
Ricardo José São Pedro Dias (PhD)
Universidade de Lisboa, Portugal
2016 Evaluation of lung ventilation of COPD patients using EIT Felipe Vieira Trenk (Master)
Universidade de Coimbra, Portugal
2015 Machine Learning Techniques for Music Information Retrieval Gonçalo Marques (PhD)
Universidade de Lisboa, Portugal
2014 Voluntary Cough Detection by Internal Sound Analysis Carlos Lúcio (Master)
2014 Solução Mobile Georreferenciada Vasco Zorrinho (Master)
2013 Nonlinear Signal Processing for Phonocardiogram based Heart Murmur Sound Classification A. D. Jeyarani (PhD)
Sathyabama University, India
2013 Propuesta de un proceso de alineamiento de la estrategia organizacional con la estrategia tecnológica del Banco del Estado Fabián Analuisa & Edwin Arias (Master)
Escuela Politécnica Nacional, Ecuador
2013 Modelo de medición de resultados para procesos de PYMES de telecomunicaciones integrando los marcos de trabajo BSC y eTOM Marco Gualsaquí (Master)
Escuela Politécnica Nacional, Ecuador
2012 Mechanisms for Resilient Video Transmission Roger Immich (Other)
Universidade de Coimbra, Portugal
2012 Emotion-based Analysis and Classification of Audio Music Renato Panda (Other)
Universidade de Coimbra, Portugal
2011 Utilización de Métricas de Complejidad para la Clasificación Estética de Fotografías Adrián Carballal Mato (PhD)
University of La Coruña, Spain
2011 Beat-to-Beat Cardiovascular performance assessment for p-health applications Ricardo Couceiro (Other)
Universidade de Coimbra, Portugal
2011 Towards the discovery of temporal patterns in music listening using Last.fm profiles Mário João Teixeira Carneiro (Master)
Universidade do Porto, Portugal
2011 Tweets4Tags - On the Use of Twitter for Automatic Music Tagging José Manuel Pinheiro Aguiar (Master)
Universidade do Porto, Portugal
2010 Unsupervised Automatic Music Genre Classification Luís Filipe Marques Barreira (Master)
Universidade Nova de Lisboa, Portugal
2009 A Reduced Parameter Model for Spectral Synthesis of Musical Sounds Cornelia Kreutzer (PhD)
University of Limerick, Ireland
2008 Ambiente de Análise Robusta dos Principais Parâmetros Qualitativos da Voz José Manuel dos Santos Lopes (Master)
Universidade do Porto, Portugal
2008 Singing Voice Detection in Polyphonic Music Signals Pedro Luis Cameira Sollari Allegro (Master)
Universidade do Porto, Portugal
2007 Compressão de ECGs: Uma Abordagem baseada na Regularidade do Sinal Mário Brito (Master)
Universidade de Coimbra, Portugal

Association member

Society Organization name Role
2018 - Current International Society for Music Information Retrieval Membro
2010 - Current Sound and Music Computing Network Membro
2010 - 2010 Sociedad(e) Ibérica de Tecnologia Musical Membro

Committee member

Activity description
Role
Institution / Organization
2011 - 2017 Comissão Científica do Departamento de Engenharia Informática da Universidade de Coimbra
Member
Universidade de Coimbra, Portugal
2013 - 2015 Sub-Direcção do Departamento de Engenharia Informática da Universidade de Coimbra
Member
Universidade de Coimbra, Portugal
2013/06 - 2013/10 Participation as a scientific consulter and writer in the proposal for the Doctoral Program on Informatics of the Department of Informatics and Computer Science, National Polytechnic School, Quito, Ecuador (2013). Proposal accepted by the Ec
Other
Universidade de Coimbra, Portugal

Conference scientific committee

Conference name Conference host
2019 - Current ENBENG 2019: IEEE Portuguese BioEngineering Meeting
2019 - Current ISBI 2019: International Symposium on Biomedical Imaging
2019 - Current MEDICON 2019: Mediterranean Conference on Medical and Biological Engineering and Computing
2018 - Current BIOSIGNALS 2018-2020: International Conference on Bio inspired Systems and Signal Processing
2018 - Current EUSIPCO 2018-2019: European Signal Processing Conference
2016 - Current ICASSP 2016-2020: International Conference on Acoustics, Speech and Signal Processing
2016 - Current ICPR 2016-2020: IFMBE International Conference on Health Informatics
2015 - Current ICBHI 2015: International Conference on Biomedical and Health Informatics
2014 - Current KDIR 2014-2019: International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
2014 - Current PhyCS 2014-2018: International Conference on Physiological Computing Systems
2013 - Current ICHI 2013: IFMBE International Conference on Health Informatics
2012 - Current HEALTHINF 2012-2020: International Conference on Health Informatics
2011 - Current Audio Mostly 2011-2012
2011 - Current INForum 2011, 2018: Simpósio de Informática
2009 - Current SMC 2009-2020: Sound and Music Computing Conference
2005 - Current ECML 2005: European Conference on Machine Learning
2005 - Current IJCAI 2005: International Joint Conference on Artificial Intelligence
2004 - Current ISMIR 2004-2016: International Society for Music Information Retrieval Conference
2010 - 2010 EvoMUSART 2010: International Conference on Computational Intelligence in Music, Sound, Art and Design

Consulting

Activity description Institution / Organization
2018/08/22 - 2018/08/22 BBC Culture (UK). “Can data reveal the saddest number one song ever?” Consultoria científica para o artigo referido (http://www.bbc.com/culture/story/20180821-can-data-reveal-the-saddest-song-ever)
2017/12/15 - 2017/12/15 National Institute for Health Research (UK). “Implantable and Wearable Medical Devices in Chronic Obstructive Pulmonary Disease” Consultoria científica para um white paper (http://www.nihr.ac.uk/news-and-events/documents/copd_report_2017.pdf)
2013/10 - 2013/10 Participation as a scientific consulter in the Workshop “Proposals from de Scientific Community to Science and Technology in Ecuador” (Propuestas de la Comunidad Cientifica para la Ciencia y Tecnología en Ecuador). October 18, 2013, 8h30 – 18h00, Quito, E Secretaría de Educación Superior Ciencia Tecnología e Innovación, Ecuador

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2013 - 2013 Machine Learning: Applications, Process and Techniques Extensão e divulgação científica National Polytechnic School, Ecuador, Portugal

Evaluation committee

Activity description
Role
Institution / Organization Funding entity
2020 - Current Avaliação de candidaturas de projectos: Asthma UK.
Evaluator
Asthma UK, United Kingdom Asthma UK
2019 - Current Avaliação intercalar de projectos: Agência Nacional de Inovação (ANI)
Evaluator
Agência Nacional de Inovação SA, Portugal Agência Nacional de Inovação SA
2019 - Current Membro do júri "Best Student Paper Award", XV Mediterranean Conference on Medical and Biological Engineering and Computing
Evaluator
2019 - Current Membro do júri "Young Investigator Competition Award", XV Mediterranean Conference on Medical and Biological Engineering and Computing
Evaluator
2018 - Current Avaliação de candidaturas de projectos: Agência Nacional de Inovação (ANI)
Evaluator
Agência Nacional de Inovação SA, Portugal Agência Nacional de Inovação SA
2014 - Current Avaliação de candidaturas de projectos: Ministérios da Ciência do Equador
Evaluator
Secretaría de Educación Superior Ciencia Tecnología e Innovación
2013 - Current Membro do júri do concurso “Reconocimiento a la Investigación Universitaria Estudantil – Galardones Nacionales, Convocatoria SENESCYT 2013”
Evaluator
Secretaría de Educación Superior, Ciencia, Tecnología e Innovación, Ecuador Secretaría de Educación Superior Ciencia Tecnología e Innovación

Interview (newspaper / magazine)

Activity description Newspaper / Forum
2019/07/08 Exame Informática. “Investigadores de Coimbra criam programa que distingue emoções de uma música” Nota de imprensa enviada a a vários órgãos de comunicação social
2018/10/15 Diário de Notícias. "Projeto europeu cria colete inovador para monitorizar doença pulmonar obstrutiva crónica" Nota de imprensa difundida em vários órgãos de comunicação social lusófonos e hispanófonos
2012/11/20 Correio Braziliense. "Humor musical" Correio Braziliense (Brasil)
2012/11/09 Event Point. "A música e as Emoções" Event Point
2012/10/11 Computer World. “Investigadores da FCTUC vencem MIREX” Nota de imprensa difundida por vários órgãos de comunicação nacionais
2012/09/10 Sapo. “Novo sistema de monitorização de doentes cardíacos testado com sucesso em Coimbra” Nota de imprensa difundida por vários órgãos de comunicação social nacionais

Interview (tv / radio show)

Program Topic
2019/07/08 - Current Informação (RUC). "FCTUC cria software capaz de identificar emoções em peças musicais" Music Emotion Recognition
2020/04/02 - 2020/04/02 90 Segundos de Ciência (Antena 1). "Ep. 824 Rui Pedro Paiva – Este software permite pesquisar música pelo seu conteúdo emocional" Music Emotion Recognition
2019/07/20 - 2019/07/20 Os Dias do Futuro (Antena 1). "Exposição do NUCLIO sobre os 50 anos do Homem na Lua e um software que reconhece emoções na música desenvolvido na Universidade de Coimbra" Music Emotion Recognition
2019/01/09 - 2019/01/09 Saúde em Dia (S+). Ep. 19 (T2) "Projecto WELCOME" Respiratory Function Assessment
2012/12/20 - 2012/12/20 República do Saber (RTP2). Série 4, Programa 59, "Projecto MOODetector" Music Emotion Recognition

Journal scientific committee

Journal title (ISSN) Publisher
2020 - Current Frontiers in Computer Science (2624-9898) Frontiers Media SA (Guest Associate Editor)
2019 - Current Health and Technology (2190-7196) Springer-Verlag
2019 - Current Mathematical Problems in Engineering (1563-5147) Hindawi Limited
2018 - Current Computers in Biology and Medicine (0010-4825) Elsevier
2018 - Current IEEE Journal of Biomedical and Health Informatics (2168-2208) Institute of Electrical and Electronics Engineers
2018 - Current International Journal of Intelligent Computing and Cybernetics (1756-378X) Emerald (MCB UP )
2018 - Current PLoS ONE (1932-6203) Public Library of Science
2018 - Current IEEE Transactions on Multimedia (1941-0077) Institute of Electrical and Electronics Engineers
2017 - Current Computer Methods and Programs in Biomedicine (0169-2607) Elsevier
2016 - Current Biomedical Physics & Engineering Express (2057-1976) IOP Publishing
2016 - Current Respirology (1440-1843) Wiley (Blackwell Publishing)
2016 - Current Physiological Measurement (1361-6579) IOP Publishing
2016 - Current Neural Computing and Applications (1433-3058) Springer-Verlag
2015 - Current IEEE Signal Processing Letters (1558-2361) Institute of Electrical and Electronics Engineers
2014 - Current IEEE Transactions on Affective Computing (1949-3045) Institute of Electrical and Electronics Engineers
2014 - Current Advances in Electronics Hindawi
2013 - Current Medical Engineering & Physics (1350-4533) Elsevier
2013 - Current Medical & Biological Engineering & Computing (1741-0444) Springer-Verlag
2011 - Current IEEE Transactions on Audio Speech and Language Processing (1558-7924) Institute of Electrical and Electronics Engineers
2009 - Current Journal of New Music Research (1744-5027) Informa UK (Taylor & Francis)
Distinctions

Award

2015 Best paper award - ICBHI 2015
2012 1st place in the Music Information Retrieval Evaluation eXchange – MIREX’2012 – Mood Classification Task.
International Society for Music Information Retrieval, Portugal
2005 3rd place in the Music Information Retrieval Evaluation eXchange – MIREX’2005 – Melody Extraction Track
International Society for Music Information Retrieval, Portugal
2004 1st place in the Audio Description Contest, International Society for Music Information Retrieval Conference – ISMIR’2004 – Melody Extraction Track (main international conference in the area). 1st worldwide evaluation exchange.
International Society for Music Information Retrieval, Portugal

Other distinction

2019 Nomeação para Best Paper Award - BIOIMAGING 2019
2016 Nomeação para Best Paper Award - KDIR 2016 (2)
2016 Nomeação para Best Paper Award - KDIR 2016 (1)
2015 Menção Honorífica EXP.AT 2015
2013 Editor Geral Honorário da Revista ReDiFIS
Departament of Informátics and Computer Science, National Polytechnic School, Quito, Ecuador, Portugal
1991 Qualified to the Finals of the Portuguese National Olympiads of Mathematics
Sociedade Portuguesa de Matemática, Portugal