curriculum vitæ - Universidade de Coimbra

Transcrição

curriculum vitæ - Universidade de Coimbra
CURRICULUM VITÆ
Rui Pedro Pinto de Carvalho e Paiva
October 2015
Table of Contents
Short Bio ................................................................................................................................................. 1
1. Personal Data .................................................................................................................................... 2
2. Education........................................................................................................................................... 3
3. Research ............................................................................................................................................ 4
3.1. Brief Summary ....................................................................................................................... 4
3.2. Publications ............................................................................................................................ 4
Thesis ............................................................................................................................... 4
Books................................................................................................................................ 4
International Journal Papers ............................................................................................. 5
National Journal Papers .................................................................................................... 6
International Conference Papers ....................................................................................... 6
National Conference Papers ........................................................................................... 13
Other Papers (without peer-reviewing) .......................................................................... 13
Scientific Reports ........................................................................................................... 13
Scientific Tutorials ......................................................................................................... 14
3.3. Invited Scientific Talks/Seminars ........................................................................................ 14
International ................................................................................................................... 14
National .......................................................................................................................... 15
Internal ........................................................................................................................... 15
3.4. Patents .................................................................................................................................. 15
3.5. Awards ................................................................................................................................. 15
3.6. Scientific Consulting ............................................................................................................ 15
3.7. Coordination/Participation in Scientific Projects ................................................................. 16
International Projects ...................................................................................................... 16
National Projects ............................................................................................................ 16
3.8. Member of Journal Editorial Boards / Conference Committees .......................................... 17
Journals........................................................................................................................... 17
International Conferences ............................................................................................... 17
3.9. Organization of Scientific Events ........................................................................................ 18
International ................................................................................................................... 18
National .......................................................................................................................... 18
3.10. Member of Evaluation/Reviewing Panels ............................................................................ 18
International Projects ...................................................................................................... 18
International Journals ..................................................................................................... 18
International Conferences ............................................................................................... 19
National Conferences ..................................................................................................... 20
3.11. Supervision of Theses and Scholarships .............................................................................. 20
PhD Students .................................................................................................................. 20
MSc Students .................................................................................................................. 20
International BSc students (5 years) ............................................................................... 20
Supervised students under project or PhD scholarships ................................................. 21
3.12. Participation in Juries/Evaluation of Theses ........................................................................ 22
International PhD ........................................................................................................... 22
National PhD Theses Proposals ...................................................................................... 22
International MSc ........................................................................................................... 22
National MSc (Pre-Bologna, i.e., 5+2 years).................................................................. 23
National MSc (Bologna, i.e., 3+2 years) ........................................................................ 23
3.13. Member of the Jury of Scientific Events .............................................................................. 24
International ................................................................................................................... 24
3.14. Conference Session Moderator ............................................................................................ 24
International ................................................................................................................... 24
3.15. Other International Collaboration ........................................................................................ 24
3.16. Computational Prototypes .................................................................................................... 24
3.17. Press Releases and Interviews in the Social Media .............................................................. 25
4. Academic Activities ........................................................................................................................ 27
4.1. Summary of Academic Positions and Taught Courses ........................................................ 27
4.2. Supervision of Theses and Scholarships .............................................................................. 29
4.3. Participation in Juries/Evaluation of Theses ........................................................................ 29
4.4. Coordination of Other Education and Training Activities ................................................... 29
4.5. Other Administrative Tasks at DEI & CISUC ..................................................................... 29
5. Other ................................................................................................................................................ 31
5.1. Other Professional Experience ............................................................................................. 31
5.2. Music Education .................................................................................................................. 31
Short Bio
Rui Pedro Paiva is a Professor at the Department of Informatics Engineering of the University of
Coimbra. Presently, he serves as Sub-Director for External Affairs at the Department.
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 Data Mining (MDM), Music
Information Retrieval (MIR) and Medical Informatics. The common research "hat" is the study of
machine learning, pattern recognition, data mining 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 60 papers in refereed international 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.
-1-
1. Personal Data
Surnames / First Names
Pinto de Carvalho e Paiva / Rui Pedro
Birth Year and Place
1973, Luanda, Angola
Nationality
Portuguese
Job
Tenured Professor at the Department of Informatics
Engineering (DEI), Faculty of Sciences and Technology,
University of Coimbra, Portugal
Official Address
Departamento de Engenharia Informática (DEI)
Universidade de Coimbra
Pólo II - Pinhal de Marrocos
3030 - 290 COIMBRA
Phone Number
+351 - 239 790 000
Fax
+351 - 239 701 266
E-mail Address
ruiped[email protected]
Website
http://rppaiva.dei.uc.pt/
2. Education
2002-2007
Doctorate (PhD) in Informatics Engineering, University of Coimbra.
Thesis title: “Melody Detection in Polyphonic Audio”.
Supervisors: Prof. Dr. Maria Teresa Soares Mendes and
Prof. Dr. Fernando Amílcar Bandeira Cardoso
Grade: Aprovado com Distinção e Louvor por Unanimidade (suma cum laude)
1997-1999
Master (MSc) in Informatics Engineering, University of Coimbra.
Thesis title: “Identificação Neuro-Difusa: Aspectos de Interpretabilidade”
(Neuro-Fuzzy Identification: Interpretability Issues). In Portuguese.
Supervisor: Prof. Dr. António Dourado Pereira Correia
Grade: Very Good
1991-1996
Graduation (Licenciatura) in Informatics Engineering (Licenciatura, 5 years),
University of Coimbra.
Thesis title: “Modelling and Control of an Electric Arc Furnace”.
Place: Department of Automatic Control, University of Lund, Sweden.
Supervisors: Prof. Dr. Karl-Erik Årzén and Prof. Dr. Mikael Johansson.
Thesis grade: 18 (on a 0-20 scale).
Average graduation grade: 18.
1988-1991
High School (10th to 12th grade), Escola Secundária Avelar Brotero, Coimbra.
Average 12th year grade: 19 (on a 0-20 scale).
Average 10th-11th years grade: 17.
3. Research
3.1. Brief Summary
Member of CISUC (Centre for Informatics and Systems of the University of Coimbra) since 1997.
Current Research
1. Music Data Mining: Emotion-Based Audio Analysis, Automatic Music
Classification, Melody
Detection in Polyphonic Audio, Music
Information Retrieval
2. Medical Informatics: Analysis of Heart Sound Signals, Heart Sound
Classification, Clinical Informatics Signal Processing
3. Machine learning, data mining and applications to music technology
and clinical informatics
Past Research
Neuro-Fuzzy Systems, System Modelling and Identification
(until 2000)
3.2. Publications
Thesis
1.
Paiva R. P. (2007). “Melody Detection in Polyphonic Audio”. PhD Thesis, Department of
Informatics Engineering, University of Coimbra, Portugal, February 2007.
2.
Paiva R. P. (1999). “Identificação Neuro-Difusa: Aspectos de Interpretabilidade” (Neuro-Fuzzy
Identification: Interpretability Issues). MSc Thesis, Department of Informatics
Engineering, University of Coimbra, Portugal (in Portuguese), November 1999.
3.
Paiva R. P. (1996). “Modelling and Control of an Electric Arc Furnace”. MSc Thesis,
Department of Automatic Control, University of Lund, Sweden, June 1996.
Books
1.
Paiva R. P. (2009). “Melody Detection in Polyphonic Audio: From Pitch Extraction to Note
Identification”. Lambert Academic Publishing. ISBN 978-3838319704.
International Journal Papers
2015
1. Panda R., Rocha B. & Paiva R. P. (2014). “Dimensional Music Emotion Recognition: Methotodology
and Automatic Playlist Generation Tool”, Intelligence Data Analysis (submitted).
a.
Panda R., Rocha B. & Paiva R. P. (2013). “Dimensional Music Emotion Recognition:
Methotodology and Automatic Playlist Generation Tool”, International Journal of Artificial
Intelligence Tools (rejected).
2. Kumar D., Carvalho P., Paiva R. P., Antunes M. & Henriques J. (2014). “Heart Sound
Segmentation by Nonlinear Fea-tures and High Frequency Signature”. IEEE Transactions on
Biomedical Engineering (rejected).
3. Couceiro R., Carvalho P., Paiva R. P., Muehlsteff J., Henriques J., Eickholt C., Brinkmeyer C.,
Kelm M. & Meyer C. (2015). “Real Time Prediction of Neurally Mediated Syncope”. IEEE Journal
of Biomedical and Health Informatics (accepted).
4. Panda R., Rocha B. & Paiva R. P. (2015). “Music Emotion Recognition with Standard and Melodic
Audio Features”, Applied Artificial Intelligence, Vol. 29:4, 313-334.
5. Couceiro R., Carvalho P., Paiva R. P., Henriques J., Quintal I., Antunes M., Muehlsteff J.,
Eickholt C., Brinkmeyer C., Kelm M. & Meyer C. (2015). “Assessment of Cardiovascular Function
from Multi-Gaussian Fitting of Finger Photoplethysmogram”. Physiological Measurement, Vol. 36
(9), pp. 1801-1825, IOP Science.
2014
1. Couceiro R., Carvalho P., Paiva R. P., Henriques J. & Muehlsteff J. (2014). “Detection of
motion artifact patterns in photoplethysmographic signals based on time and period domain
analysis”. Physiological Measurement, Vol. 35, pp. 2369-2388, IOP Science.
2012
2. Paiva R. P., Carvalho P., Couceiro R., Henriques J., Antunes M., Quintal I. & Muehlsteff
J. (2012). “Beat-to-Beat Systolic Time-Interval Measurement from Heart Sounds and ECG”.
Physiological Measurement, Vol. 33, pp. 177-194, IOP Science.
2011
3. Kumar D., Carvalho P., Antunes M., Paiva R. P. & Henriques J. (2011). “Noise Detection
during Heart Sound Recording using Periodicity Signatures”. Physiological Measurement, Vol.
32, pp. 599-618, IOP Science.
2008
4. Paiva R. P., Mendes T. & Cardoso A. (2008). “From Pitches to Notes: Creation and
Segmentation of Pitch Tracks for Melody Detection in Polyphonic Audio”. Journal of New Music
Research, Vol. 37, No. 3, pp 185-205, Taylor and Francis.
2006
5. Paiva R. P., Mendes T. & Cardoso A. (2006). “Melody Detection in Polyphonic Musical
Signals: Exploiting Perceptual Rules, Note Salience and Melodic Smoothness”. Computer Music
Journal, Vol. 30, No. 4, pp. 80-98, MIT Press.
2004
6. Paiva R. P., Dourado A. & Duarte B. (2004). “Quality Prediction in Pulp Bleaching:
Application of a Neuro-Fuzzy System”. Control Engineering Practice, Vol. 12 (5), pp. 587-594,
Elsevier.
7. Paiva R. P. & Dourado A. (2004). “Interpretability and Learning in Neuro-Fuzzy Systems”.
Fuzzy Sets and Systems, Vol. 147 (1), pp. 17-38, Elsevier.
2001
8. Paiva R. P. & Dourado A. (2001). “Structure and Parameter Learning of Neuro-Fuzzy Systems:
A Methodology and a Comparative Study”. Journal of Intelligent and Fuzzy Systems, Vol. 11
(3,4), pp. 147-161, IOS Press.
National Journal Papers
1. Malheiro R., Paiva R. P., Mendes A. J., Mendes T. e Cardoso A. (2004). “Sistemas de
Classificação Musical com Redes Neuronais”. Gestão e Desenvolvimento, Vol. 12, pp. 167195, Universidade Católica Portuguesa.
International Conference Papers
2015
1. Leal A., Teixeira C., Chouvarda I., Maglaveras N., Henriques J., Paiva R. P. & Carvalho P.
(2015). “A multi-feature approach for noise detection in lung sounds”. International Conference
on Biomedical and Health Informatics (ICBHI2015), Haikou, China.
2. Couceiro R., Carvalho P., Henriques J., Paiva R. P. & Antunes M. (2015). “Detection of
Atrial Fibrillation using 12-lead ECG for Mobile Applications”. International Conference on
Biomedical and Health Informatics (ICBHI2015), Haikou, China.
3. Vogt B., Mendes L., Chouvarda I., Perantoni E., Kaimakamis E., Becher T., Weiler N.,
Tsara V., Paiva R. P., Maglaveras N. & Frerichs I. (2015). “Influence of torso position on chest
examinations by electrical impedance tomography”. 16th International Conference on
Biomedical Applications of Electrical Impedance Tomography, Neuchatel, Switzerland.
4. Mendes L., Vogiatzis I., Perantoni E., Kaimakamis E., Chouvarda I., Maglaveras N., Tsara
V., Teixeira C., Carvalho P., Henriques J. & Paiva R. P. (2015). “Detection of wheezes using
their signature in the spectrogram space and musical features”. 37th Int. Conf. of the IEEE
Engineering in Medicine and Biology Society – EMBC’2015, Milan, Italy.
5. Paiva R. P., Sapata T., Henriques J., Quintal I., Baptista R., Gonçalves L. & Carvalho P.
(2015). “Multi-Channel Audio-Based Estimation of the Pre-Ejection Period”. 37th Int. Conf. of
the IEEE Engineering in Medicine and Biology Society – EMBC’2015, Milan, Italy.
6. Carvalho P., Paiva R. P., Henriques J., Kumar D., Couceiro R., Sapata T., Quintal I.,
Baptista R. & Antunes M. (2015). “Acoustic Cardiac Signal Analysis : a toolbox”. 3rd
[email protected] Conference – exp.at’15, Ponta Delgada, Azores, Portugal.
2014
7. Chouvarda I., Kilintzis V., Haris K., Kaimakamis V., Perantoni E., Maglaveras N., Philip
N., Mendes L., Lúcio C., Teixeira C., Henriques J., Carvalho P., Paiva R.P., Chetelat O.,
Wacker J., Rapin M., Meier C., Porchet, J.-A., D’Arcy S. & Frerichs I. (2014). “Combining
Pervasive Technologies and Cloud Computing for COPD and Comorbidities Management”. 4th
International Conference on Wireless Mobile Communication and Healthcare –
“Transforming healthcare through innovations in mobile and wireless technologies”,
Athens, Greece.
8. Lúcio C., Teixeira C. A., Henriques J., Carvalho P. & Paiva R. P. (2014). “Voluntary Cough
Detection by Internal Sound Analysis”. 7th International Conference on BioMedical
Engineering and Informatics – BMEI 2014, Dalian, China.
9. Carvalho P., Paiva R. P., Henriques J., Kumar D., Couceiro R., Sapata T., Quintal I. &
Baptista R. (2014). “Acoustic Cardiac Signal Analysis – A Framework”. 7th International
Conference on BioMedical Engineering and Informatics – BMEI 2014, Dalian, China.
10. Couceiro R., Carvalho P., Paiva R. P., Muehlsteff J., Henriques J., Eickholt C., Brinkmeyer
C., Kelm M. & Meyer C. (2014). “A Novel Multi-Parametric Algorithm for Faint Prediction
Integrating Indices of Cardiac Inotropy and Vascular Tone”. 36th Int. Conf. of the IEEE
Engineering in Medicine and Biology Society – EMBC’2014, Chicago, USA.
11. Mendes L., Carvalho P., Teixeira C. A., Paiva R. P. & Henriques J. (2014). “Robust features
for detection of crackles: an exploratory study”. 36th Int. Conf. of the IEEE Engineering in
Medicine and Biology Society – EMBC’2014, Chicago, USA.
12. Chouvarda I., Philip N. Y., Natsiavas P., Kilintzis V., Sobnath D., Kayyali R., Henriques J.,
Paiva R. P., Raptopoulos A., Chételat O. & Maglaveras N. (2014). “WELCOME –
Innovative Integrated Care platform using Wearable Sensing and Smart Cloud Computing for
COPD patients with Comorbidities”. 36th Int. Conf. of the IEEE Engineering in Medicine
and Biology Society – EMBC’2014, Chicago, USA.
2013
13. Couceiro R., Carvalho P, Paiva R. P., Henriques J. & Muehlsteff J. (2013). “Detection of
motion artifacts in photoplethysmographic signals: Algorithms comparison”. 1st IFMBE
International Conference on Health Informatics – ICHI’2013, Vilamoura, Portugal.
14. Panda R., Malheiro R., Rocha B., Oliveira A. & Paiva R. P. (2013). “Multi-Modal Music
Emotion Recognition: A New Dataset, Methodology and Comparative Analysis”. 10th
International Symposium on Computer Music Multidisciplinary Research – CMMR’2013,
Marseille, France.
15. Panda R., Rocha B., & Paiva R. P. (2013). “Dimensional Music Emotion Recognition:
Combining Standard and Melodic Audio Features”. 10th International Symposium on
Computer Music Multidisciplinary Research – CMMR’2013, Marseille, France.
16. Rocha B., Panda R. & Paiva R. P. (2013). “Music Emotion Recognition: The Importance of
Melodic Features”. 6th International Workshop on Music and Machine Learning –
MML’2013 – in conjunction with the European Conference on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2013,
Prague, Czech Republic.
17. Malheiro R., Panda R., Gomes P. & Paiva R. P. (2013). “Music Emotion Recognition from
Lyrics: A Comparative Study”. 6th International Workshop on Music and Machine Learning
– MML’2013 – in conjunction with the European Conference on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2013,
Prague, Czech Republic.
18. Couceiro R., Carvalho P, Paiva R. P., Muehlsteff J., Henriques J., Schulze V., Ritz A., Kelm
M. & Meyer C. (2013). “Characterization of Surrogate Parameters for Blood Pressure Regulation in
Neurally-Mediated Syncope”. 35th Int. Conf. of the IEEE Engineering in Medicine and
Biology Society – EMBC’2013, Osaka, Japan.
2012
19. Panda R. & Paiva R. P. (2012). “Music Emotion Classification: Dataset Acquisition and
Comparative Analysis”. 15th International Conference on Digital Audio Effects – DAFx’12,
York, UK.
20. Panda R. & Paiva R. P. (2012). “Music Emotion Classification: Analysis of a Classifier Ensemble
Approach”. 5th International Workshop on Music and Machine Learning – MML’2012 – in
conjunction with the 19th International Conference on Machine Learning – ICML’2012,
Edinburgh, UK.
21. Couceiro R., Carvalho P, Paiva R. P., Henriques J. & Muehlsteff J. (2012). “Detection of
motion artifacts in photoplethysmographic signals based on time and period domain
analysis”. 34th Int. Conf. of the IEEE Engineering in Medicine and Biology Society –
EMBC’2012, San Diego, USA.
22. Couceiro R., Carvalho P, Paiva R. P., Henriques J., Antunes M., Quintal I. & Muehlsteff J.
(2012). “Multi-Gaussian fitting for the assessment of left ventricular ejection time from the
Photoplethysmogram”. 34th Int. Conf. of the IEEE Engineering in Medicine and Biology
Society – EMBC’2012, San Diego, USA.
2011
23. Couceiro R., Carvalho P, Paiva R. P., Henriques J., Antunes M., Quintal I. & Muehlsteff J.
(2011). “Beat-to-beat Cardiac Output inference using heart sounds”. Int. Conf. of the IEEE
Engineering in Medicine and Biology Society – EMBC’2011, Boston, USA.
24. Ramos J. P., Carvalho P, Paiva R. P. & Henriques J. (2011). “Modulation Filtering for Noise
Detection in Heart Sound Signals”. Int. Conf. of the IEEE Engineering in Medicine and
Biology Society – EMBC’2011, Boston, USA.
25. Muehlsteff J., Carvalho P, Paiva R. P. & Reiter H. (2011). “Cardiac Status Assessment with a
multi-signal sensing device for improved Home-based Congestive Heart Failure Management”. Int.
Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2011, Boston,
USA.
26. Panda R. & Paiva R. P. (2011). “Automatic Creation of Mood Playlists in the Thayer Plane: a
Methodology and a Comparative Study”. 8th Sound and Music Computing Conference –
SMC’2011, Padova, Italy.
27. Panda R. & Paiva R. P. (2011). “Using Support Vector Machines for Automatic Mood Tracking
in Audio Music”. Proceedings of the 130th Audio Engineering Society Convention – AES
130, London, UK.
28. Kumar D., Carvalho P., Antunes M., Paiva R. P. & Henriques J. (2011). “An Adaptive
Approach to Abnormal Heart Sound Segmentation”. Proceedings of the IEEE International
Conference on Acoustics, Speech and Signal Processing – ICASSP’2011, Prague, Czech
Republic.
29. Carvalho P., Paiva R. P., Henriques J., Antunes M., Quintal I. & Muehlsteff J. (2011).
“Robust Characteristic Points for ICG: Definition and Comparative Analysis”. Proceedings of the
International Joint Conference on Biomedical Engineering Systems and Technologies –
BIOSTEC’2011, Rome, Italy.
30. Carvalho P., Paiva R. P., Kumar D., Ramos J., Santos S. & Henriques J. (2011). “A
Framework for Acoustic Cardiac Signal Analysis”. Proceedings of the International Joint
Conference on Biomedical Engineering Systems and Technologies – BIOSTEC’2011,
Rome, Italy.
31. Ramos J. P., Carvalho P., Paiva R. P., Vale L. & Henriques J. (2011). “Intelligent
Phonocardiogram Analysis and Representation Tool”. Proceedings of the International Joint
Conference on Biomedical Engineering Systems and Technologies – BIOSTEC’2011,
Rome, Italy.
32. Santos S., Carvalho P., Paiva R. P., Henriques J. (2011). “Detection of the S2 split using the
Hilbert and Wavelet transforms”. Congresso de Métodos Numéricos em Engenharia – CMNE
2011, Coimbra, Portugal (Iberic congress).
2010
33. Carvalho P., Paiva R. P., Couceiro R., Henriques J., M. Antunes, Quintal I. & Muehlsteff
J., (2010). “Comparison of Systolic Time Interval Measurement Modalities for Portable
Devices”. Proceedings of the Int. Conf. of the IEEE Engineering in Medicine and Biology
Society –EMBC’2010, Buenos Aires, Argentina.
34. Kumar D., Carvalho P., Couceiro R., Antunes M., Paiva R. P. & Henriques J. (2010).
“Heart Murmur Classification with Feature Selection”. Proceedings of the Int. Conf. of the
IEEE Engineering in Medicine and Biology Society – EMBC’2010, Buenos Aires,
Argentina.
35. Kumar D., Carvalho P., Couceiro R., Antunes M., Paiva R. P. & Henriques J. (2010).
“Heart Murmur Classification using Complexity Signatures”. Proceedings of the International
Conference on Pattern Recognition – ICPR’2010, Istanbul, Turkey.
2009
36. Paiva R. P., Carvalho P., Henriques J., Antunes M., Muehlsteff J. & Aubert X. (2009).
“Assessing PEP and LVET from Heart Sounds: Algorithms and Evaluation”. Proceedings of the
Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2009,
Minneapolis, USA.
37. Carvalho P., Paiva R. P., Couceiro R., Henriques J., Quintal I., Muehlsteff J., Aubert X.,
and Antunes M. (2009). “Assessing Systolic Time-Intervals from Heart Sound: a Feasibility Study”.
Proceedings of the Int. Conf. of the IEEE Engineering in Medicine and Biology Society –
EMBC’2009, Minneapolis, USA.
2007
38. Paiva R. P. (2007). “An Approach for Melody Extraction from Polyphonic Audio: Using Perceptual
Principles and Melodic Smoothness”. Proceedings of the 154th Meeting of the Acoustical
Society of America, New Orleans, USA, November 2007.
2005
39. Paiva R. P., Mendes T. & Cardoso A. (2005). “On the Detection of Melody Notes in Polyphonic
Audio”. Proceedings of the International Society for Music Information Retrieval
Conference – ISMIR’2005, London, UK.
40. Paiva R. P., Mendes T. & Cardoso A. (2005). “Exploiting Melodic Smoothness for Melody
Detection in Polyphonic Audio”. Proceedings of the International Computer Music
Conference – ICMC’2005, Barcelona, Spain.
41. Paiva R. P., Mendes T. & Cardoso A. (2005). “On the Definition of Musical Notes from Pitch
Tracks for Melody Detection in Polyphonic Recordings”. Proceedings of the International
Conference on Digital Audio Effects – DAFx’05, Madrid, Spain.
42. Paiva R. P., Mendes T. & Cardoso A. (2005). “Segmentation of Pitch Tracks for Melody
Detection in Polyphonic Audio”. Proceedings of the European Signal Processing Conference –
EUSIPCO’2005, Antalya, Turkey.
2004
43. Paiva R. P., Mendes T. & Cardoso A. (2005/2004). “An Auditory Model Based Approach for
Melody Detection in Polyphonic Musical Recordings”. U. K. Wiil (ed.) Computer Music
Modeling and Retrieval – CMMR 2004, Esbjerg, Denmark, Lecture Notes in Computer
Science, Vol. 3310, pp. 21-40.
44. Malheiro R., Paiva R. P., Mendes A. J., Mendes T. & Cardoso A. (2004). “A Prototype for
Classification of Classical Music using Neural Networks”. Proceedings of the 8th IASTED
International Conference on Artificial Intelligence and Soft Computing - ASC’2004, pp.
294-299, Marbella, Spain.
45. Malheiro R., Paiva R. P., Mendes A. J., Mendes T. & Cardoso A. (2004). “Classification of
Recorded Classical Music: A Methodology and a Comparative Study”. Proceedings of the 1st
International Symposium on Brain Inspired Cognitive Systems - BICS’2004, Stirling,
Scotland, UK.
46. Paiva R. P., Mendes T. & Cardoso A. (2004). “A Methodology for Detection of Melody in
Polyphonic Musical Signals”. Proceedings of the 116th Audio Engineering Society Convention
– AES 116, Berlim, Germany.
47. Malheiro R., Paiva R. P., Mendes A. J., Mendes T. & Cardoso A. (2004). “Classification of
Recorded Classical Music Using Neural Networks”. Proceedings of the 4th International
Symposium on Engineering of Intelligent Systems - EIS’2004, Funchal, Portugal.
2001
48. Paiva R. P. & Dourado A. (2001). “Merging and Constrained Learning for Interpretability in
Neuro-Fuzzy Systems”. Proceedings of the 1st International Workshop on Hybrid Methods
for Adaptive Systems, Tenerife, Spain.
2000
49. Paiva R. P. & Dourado A. (2000). “Comparison of Neuro-Fuzzy Structures For System
Identification”. Proceedings of the UKACC International Conference on Control CONTROL’2000, Cambridge, UK.
50. Paiva R. P., Dourado A. & Duarte B. (2000). “Quality Prediction in Industrial Processes:
Application of a Neuro-Fuzzy System”. Proceedings of the 2nd Conference on Management
and Control of Production and Logistics - MCPL’2000, Grenoble, France.
51. Paiva R. P. & Dourado A. (2000). “Development of Interpretable Models through Neuro-Fuzzy
Networks”. Proceedings of the 2nd International Symposium on Engineering of Intelligent
Systems - EIS’2000, Paisley, Scotland, UK.
1999
52. Paiva R. P., Dourado A. & Duarte B. (1999). “Applying Subtractive Clustering for Neuro-Fuzzy
Modelling of a Bleaching Plant”. Proceedings of the 5th European Control Conference ECC’99, Karlsruhe, Germany.
53. Dourado A., Cardoso A., Gil P., Henriques J., Paiva R., Pereira C., Santos A. & Victor J.
(1999). “Intelligent Control and Supervision at Centro de Informática e Sistemas da Universidade de
Coimbra”. Actas de las XX Jornadas de Automática, pp. 423-426, Salamanca, Spain (Iberic
congress).
1998
54. Paiva R. P., Dourado A. & Duarte, B. (1998). “A Neuro-Fuzzy System for Modelling of a
Bleaching Plant”. Proceedings of the 6th European Congress on Fuzzy and Intelligent
Techniques - EUFIT’98, Vol. 3, pp 1539-1543, Aachen, Germany.
National Conference Papers
1. Cardoso L., Panda R. & Paiva R. P. (2011). “MOODetector: A Prototype Software Tool for
Mood-based Playlist Generation”. Simpósio de Informática – INForum 2011, Coimbra,
Portugal.
2. Paiva R. P., Dourado A. & Duarte B. (1998). “Abordagem Neuro-Difusa para a Modelização de
um Sistema de Branqueamento de Pasta de Papel”. Actas do XVI Encontro Nacional da
Tecnicelpa – Tecnicelpa’98, pp. 92-100, Covilhã, Portugal.
3. Paiva R. P. & Dourado A. (1999). “Comparação de Estruturas Neuro-Difusas para Identificação
de Sistemas”. Actas do 2º Encontro de Engenharia Informática - EEI’99 (Colégio de
Informática da Ordem dos Engenheiros), pp. 162-165, Braga, Portugal.
Other Papers (without peer-reviewing)
1. Panda R., Rocha B. & Paiva R. P. (2013). “MIREX 2013: Mood Classification Tasks
Submission”. Proceedings of the Music Information Retrieval Exchange – MIREX’2013,
http://www.music-ir.org/mirex/abstracts/2013/PP1.pdf
2. Panda R. & Paiva R. P. (2012). “MIREX 2012: Mood Classification Tasks Submission”.
Proceedings of the Music Information Retrieval Exchange – MIREX’2012, URL:
http://www.music-ir.org/mirex/abstracts/2012/PP4.pdf
3. Paiva R. P. (2005). “An Algorithm for Melody Detection in Polyphonic Recordings”. Proceedings
of the Music Information Retrieval Exchange – MIREX’2005, URL: http://www.musicir.org/evaluation/mirex-results/articles/melody/paiva.pdf.
Scientific Reports
1. Paiva R. P. (2013). “An Outline for Quantitative Research Papers”. Scientific Report,
Centre of Informatics and Systems of the University of Coimbra, Portugal.
2. Gómez E., Streich S., Ong B., Paiva R. P., Tappert S., Batke J.-M., Poliner G., Ellis D. &
Bello J. P. (2006). “A Quantitative Comparison of Different Approaches for Melody Extraction
from Polyphonic Ausdio Recordings”. Scientific Report, Music Technology Group, Pompeu
Fabra University, Barcelona, Spain.
3. Paiva R. P. (2002). “Content-based Classification and Retrieval of Music: Overview and Research
Trends”. Scientific Report, Centre of Informatics and Systems of the University of
Coimbra, Portugal.
Scientific Tutorials
1. Paiva R. P. (2013). “Machine Learning: Applications, Process and Techniques”. Tutorial,
University of Coimbra (Portugal) / National Polytechnic School (Ecuador).
2. Paiva R. P. (2013). “How to Write Good Scientific Project Proposals: A Comprehensive Guide”.
Tutorial, University of Coimbra (Portugal) /National Polytechnic School (Ecuador).
3. Paiva R. P. (2013). “How to Write Good Scientific Papers: A Comprehensive Guide”. Tutorial,
University of Coimbra (Portugal) /National Polytechnic School (Ecuador).
3.3. Invited Scientific Talks/Seminars
International
1. “Audio Signal Processing for Respiratory Evaluation within the WELCOME Project”.
Euro-Mini Conference’ 2015. Coimbra, Portugal. March 2015.
2. “Music Data Mining: Automatic Emotion Recognition” (2013). Ciclo de Conferencias en
Ingeniería Informática, Central University of Ecuador, Quito, Ecuador. October 25, 2013.
3. “MOODetector: Automatic Music Emotion Recognition” (2013). Campus Party Quito 3,
Ecuador. September 20, 2013.
4. “Research Opportunities @ CISUC” (2013). Jornadas de Informática, Central University
of Ecuador, Quito, Ecuador. July 23, 2013.
5. “Curricula on Intelligent Systems” (2013). Jornadas de Informática, Central University of
Ecuador, Quito, Ecuador. July 23, 2013.
6. “Data Mining in the Real-World” (2013). Jornadas de Informática, Central University of
Ecuador, Quito, Ecuador. July 22, 2013.
7. “Machine Learning: Applications, Process and Techniques” (2013). Seminar (24h), National
Polytechnic School, Quito, Ecuador. May 2013.
8. “How to Write Good Scientific Project Proposals: A Comprehensive Guide” (2013). Seminar (1.5h)
National Polytechnic School, Ecuador. January 2013.
9. “How to Write Good Scientific Papers: A Comprehensive Guide” (2013). Seminar (2.5h), National
Polytechnic School, Quito, Ecuador. January 2013.
10. “MOODetector: A System for Mood-based Classification and Retrieval of Audio Music” (2010).
1as. Jornadas de la Sociedad Ibérica de Tecnología Musical, Madrid, Spain. December
2010.
11. “An Approach for Melody Extraction from Polyphonic Audio: Using Perceptual Principles and
Melodic Smoothness” (2007). 154th Meeting of the Acoustical Society of America, New
Orleans, USA. November 28, 2007.
National
1. “Melody Detection in Polyphonic Audio” (2007). 9th Meeting of APEA - Associação
Portuguesa de Engenharia Áudio (national branch of the Audio Engineering Society),
Leiria, Portugal. October 20, 2007.
Internal
1.
“From Music Information Retrieval to Music Emotion Recognition ” (2012). Internal Presentation.
Centre for Informatics and Systems of the University of Coimbra, Portugal. May 2013.
2.
“Music Information Retrieval: Overview and Current Trends” (2008). DEI Undercover,
Department of Informatics Engineering, University of Coimbra, Portugal. December 10,
2008.
3.4. Patents
1. Carvalho P., Muehlsteff J., Henriques J. & Paiva R. P. (2011). “System and method for
accurate monitoring of cardiac output in clinical settings and at home”. (submitted to
Philips Intellectual Property & Standards).
3.5. Awards
1.
1st place in the Music Information Retrieval Evaluation eXchange – MIREX’2012 – Mood
Classification Task.
2.
3rd place in the Music Information Retrieval Evaluation eXchange – MIREX’2005 – Melody
Extraction Track.
3.
1st place in the Audio Description Contest, International Society for Music Information
Retrieval Con\ference – ISMIR’2004 – Melody Extraction Track (main international
conference in the area). 1st worldwide evaluation exchange.
4.
1991: Qualified to the Finals of the Portuguese National Olympiads of Mathematics.
3.6. Scientific Consulting
1.
2013-2014. 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 Ecuadorian
government in 2014.
2.
2013. 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, Ecuador.
3.7. Coordination/Participation in Scientific Projects
International Projects
1.
“WELCOME - Wearable Sensing and Smart Cloud Computing for Integrated Care to
COPD Patients with Comorbidities”. FP7-611223. November 2013 – October 2017. Local
coordinator. Funded by the European Union – 6,173,231 EUR (global) – 372,867 EUR
(local).
a.
2.
Strong international collaboration with 12 partners from 8 countries.
“Sistema de Referencia de Indicadores Internacionales”. November 2012 – October 2013.
Coordinator. Funded by Proyecto Prometeo, Ecuador.
3.
“Proyecto Prometeo”. Consulter (government intelligence) and Researcher (Science
management). November 2012 – November 2013.
a.
Prometeo Program is an initiative of the Ecuadorian government that seeks to build
the research capacities of institutions in the country that are engaged in science, by
linking them with foreign and Ecuadorian researchers residing abroad.
4.
“HeartCycle: Compliance and effectiveness in HF and CHD closed-loop management”.
FP7 – 216695. January 2008 – August 2013. Local co-coordinator. Funded by the European
Union – 14,000,000 EUR.
a.
Strong international collaboration with 18 partners from 12 countries, including
Philips Research (institution coordinating the project).
National Projects
1. “iCIS - Intelligent Computing in the Internet of Services”. April 2013 – October 2015.
Senior Researcher. Funded by QREN (Quadro de Referência Estratégica Nacional) – 1.2
Million EUR.
2. “HeartSafe: Assessing Heart Function for Unsupervised Homecare Applications through
Multi-Channel Auscultation”. FCT PTDC/EEI-PRO/2857/2012. April 2013 – March
2016. Project Co-coordinator. Funded by the Portuguese government – 200,000 EUR.
3. “RECARDI: Rede Nacional de Cultura e Arte Digitais”. SI & IDT-Co-Promoção - Projecto
nº22997. January 2012 – June 2014. Project Co-coordinator. Funded by QREN (Quadro de
Referência Estratégica Nacional) – 1,282,400 EUR (global) – 104,943 EUR (local).
4. “MOODetector: A System for Mood-based Classification and Retrieval of Audio Music”.
FCT PTDC/EIA-EIA/102185/2008. May 2010 – November 2013. Project Coordinator.
Funded by the Portuguese government – 77,304 EUR.
5. “SoundForLife: A framework for early diagnosis and follow-up of CVD through heart
sound”. FCT PTDC/EIA/68620/2006. January 2008 – June 2011. Project Co-coordinator.
Funded by the Portuguese government – 112,500 EUR.
6. “Mellodee: Melody Detection in Polyphonic Audio”. September 2002 – September 2006.
Researcher. Funded by CISUC (conference travels and laboratories visits).
7. “Experiência Piloto que Inclui o Desenvolvimento do Núcleo Base do Sistema de Formação
Multimédia do Serviço de Apoio a Clientes da Telecel”, 2001. Project Co-coordinator.
Funded by Vodafone Portugal.
8. “ALCINE/OLLICON – On-Line Learning for Intelligent CONtrol”. 1998-2000. Project
member. Funded by the Portuguese Ministry of Science and Technology, under the program
PRAXIS XXI.
3.8. Member of Journal Editorial Boards / Conference Committees
Journals
1. ReDiFIS (Department of Informatics and Computer Science, National Polytechnic
School, Quito, Ecuador), 2013: Honorary Editor
2. Revista Politécnica (National Polytechnic School, Quito, Ecuador), 2013-: Member of the
Editorial Board
International Conferences
1. Workshop on Personality and Affect in Multimedia Retrieval – PAMUR’2015: Program
Committee
2. International Conference on Physiological Computing Systems – PhyCS’2014-2015:
Program Committee
3. International Joint Conference on Knowledge Discovery, Knowledge Engineering and
Knowledge Management – KDIR’2014-2015: Program Committee
4. IFMBE International Conference on Health Informatics – ICHI’2013: Program
Committee
5. International Congress on Cardiovascular Technologies – CARDIOTECHNIX’20132015: Program Committee
6. International Conference on Health Informatics - HEALTHINF’2012-2015: Program
Committee
7. Sound and Music Computing Conference - SMC’2010-2012: Program Committee
8. European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design
- EvoMUSART’2010: Program Committee
9. Sound and Music Computing Conference - SMC’2009: Scientific Committee
10. Audio Mostly 2012: Program Committee
11. Congresso de Métodos Numéricos em Engenharia - CMNE’2011: Scientific Committee
3.9. Organization of Scientific Events
International
1. Ciclo de Conferencia en Ingeniería Informática – CCII’2013, Universidade Central del
Ecuador. Jointly with Eng. Juan Pablo Cevallos.
2. 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
National
1. INForum’2011 – Simpósio de Informática: member of the Marketing and Image
Committee
2. INForum’2011 – Simpósio de Informática: co-organization of the thematic session on
“Sound and Music Computing”, coordinated by Dr. Fabien Gouyon, INESC, Porto,
Portugal.
3. Organization of invited talks:
a. Dr. Fabien Gouyon, October 15, 2008: “Recent Works in Music Content
Processing at INESC Porto”
3.10. Member of Evaluation/Reviewing Panels
International Projects
1. Secretaría de Educación Superior, Ciencia, Tecnología e Innovación
a. 2014 – review of 1 project
International Journals
1. IEEE Signal Processing Letters
a. 2015 – review of 1 paper
2. IEEE Transactions on Affective Computing
a. 2014 – review of 2 paper (1 resubmitted)
b. 2015 – review of 1 paper
3. Advances in Electronics
a. 2014 – review of 1 paper
4. Medical Engineering & Physics, Elsevier
a. 2014 – review of 1 paper
b. 2013 – review of 1 paper
5. Medical & Biological Engineering & Computing, Springer
a. 2013 – review of 1 paper
6. IEEE Transactions on Audio, Speech and Language Processing
a. 2015 – review of 1 paper
b. 2011 – review of 1 paper
c. 2007 – review of 1 paper
d. 2006 – review of 1 paper
7. Journal of New Music Research
a. 2012 – review of 1 paper
b. 2009 – review of 1 paper
International Conferences
1. IEEE International Conference on Acoustics, Speech and Signal Processing –
ICASSP’2016
a. 2016 – review of 2 papers
2. International Society for Music Information Retrieval Conference– ISMIR’2004-2014.
a. 2014 – review of 4 papers (2 by my PhD students)
b. 2013 – review of 3 papers
c. 2011 – review of 4 papers
d. 2010 – review of 1 paper
e. 2009 – review of 4 papers
f. 2008 – review of 3 papers
g. 2007 – review of 3 papers
h. 2004 – review of 1 paper
3. IFMBE International Conference on Health Informatics – ICHI’2013
a. 2013 – review of 1 paper
4. International Congress on Cardiovascular Technologies – CARDIOTECHNIX
a. 2015 – review of 0 papers
5. International Joint Conference on Knowledge Discovery, Knowledge Engineering and
Knowledge Management – KDIR’2014-2015
a. 2015 – review of 2 papers
b. 2014 – review of 4 papers
6. International Conference on Health Informatics – HEALTHINF’2012-2015
a. 2015 – review of 2 papers
b. 2014 – review of 4 papers
c. 2013 – review of 3 papers
d. 2012 – review of 2 papers
7. International Conference on Physiological Computing Systems – PhyCS’2014-2015
a. 2015 – review of 2 papers
b. 2014 – review of 1 paper
8. International Conference on Biomedical and Health Informatics - ICBHI 2015
a. 2015 – review of 5 papers
9. Sound and Music Computing Conference – SMC’2009-2011.
a. 2012 – review of 3 papers
b. 2011 – review of 3 papers
c. 2010 – review of 3 papers
d. 2009 – review of 4 papers
10. Audio Mostly 2011-2012
a. 2012 – review of 2 papers
b. 2011 – review of 3 papers
11. European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design
– EvoMUSART (2010).
a. review of 3 papers
12. International Joint Conference on Artificial Intelligence – IJCAI’2005.
a. review of 1 paper
13. European Conference on Machine Learning – ECML’2005.
a. review of 1 paper
National Conferences
1. Simpósio de Informática – INForum 2011.
a. review of 3 papers
3.11. Supervision of Theses and Scholarships
PhD Students
1. Renato Panda. “Emotion-based Analysis and Classification of Audio Music”. Doctoral
Program in Information Science and Technology. University of Coimbra. Supervisor.
Ongoing research: started in September 2011.
2. Ricardo Malheiro. “Emotion-based Analysis and Classification of Music Lyrics”. Doctoral
Program in Information Science and Technology. University of Coimbra. Co-supervisor.
Ongoing research: started in September 2011.
3. Ricardo Couceiro. “Beat-to-Beat Cardiovascular performance assessment for p-health
applications”. Doctoral Program in Information Science and Technology. University of
Coimbra. Co-supervisor. Ongoing research: started in September 2010.
MSc Students
1.
MSc: over 30 thesis at de Department of Informatics Engineering (typically 3 per school
year), in co-supervision. Particular relevance is given to the scientific theses below,
supervised by the author:
1. Carlos Lúcio (2014). “Voluntary Cough Detection by Internal Sound Analysis”.
Classification: 17 (on a 0-20 scale). Scholarship assigned under the project
WELCOME.
2. Renato Panda (2010). “Automatic Mood Tracking in Audio Music”. University of
Coimbra. Classification: 19 (on a 0-20 scale). Scholarship assigned under the
project MOODetector.
3. João Fernandes (2010). “Automatic Playlist Generation via Music Mood Analysis”.
University of Coimbra. Classification: 12 (on a 0-20 scale).
International BSc students (5 years)
1. Jaime Terán. “Clasificación Automática de Música por Emociones”. Department of
Informatics and Computer Science, National Polytechnic School, Quito, Ecuador.
Supervised students under project or PhD scholarships
1. Tiago Filipe Domingues Simões (MSc student). “R&D work under the RECARDI
project”. Bolsa de Investigação (BI), Fundação para a Ciência e Tecnologia (FCT).
January – May 2014. Scholarship assigned under the project RECARDI.
2. João Francisco Almeida (BSc student). “R&D work under the RECARDI project”.
Bolsa de Integração na Investigação (BII), Fundação para a Ciência e Tecnologia (FCT).
February 2013 – March 2014. Scholarship assigned under the project RECARDI.
3. Álvaro Mateus (BSc student). “R&D work under the RECARDI project”. Bolsa de
Integração na Investigação (BII), Fundação para a Ciência e Tecnologia (FCT). February
2013 – March 2014. Scholarship assigned under the project RECARDI.
4. Bruno Rocha (Researcher, MSc). “Research work under the MOODetector project”.
Bolsa de Investigação Científica (BIC), Fundação para a Ciência e Tecnologia (FCT).
February – November 2013. Scholarship assigned under the project MOODetector.
5. António Pedro Oliveira (PhD). “Research work under the MOODetector project”.
Bolsa de Investigação Científica (BIC), Fundação para a Ciência e Tecnologia (FCT).
February – May 2013. Scholarship assigned under the project MOODetector.
6. Renato Panda (PhD student). “Emotion-based Analysis and Classification of Audio
Music”. PhD Scholarship, Fundação para a Ciência e Tecnologia (FCT). February 2012
–?
7. Renato Panda (PhD student). “Emotion-based Analysis and Classification of Audio
Music”. Bolsa de Investigação Científica (BIC), Fundação para a Ciência e Tecnologia
(FCT). August 2010 – December 2012. Scholarship assigned under the project
MOODetector for PhD research funding.
8. Luís Cardoso (MSc student). “Computational tool for the analysis of emotional content
in audio musical signals”. Bolsa de Investigação Científica (BIC), Fundação para a
Ciência e Tecnologia (FCT). March – May 2011. Scholarship assigned under the project
MOODetector.
9. Luís Cardoso (BSc student). “Automatic Playlist Generation via Music Mood Analysis”.
Bolsa de Integração na Investigação (BII), Fundação para a Ciência e Tecnologia (FCT).
October 2009 – October 2010.
10. Renato Panda. “Automatic Mood Tracking in Audio Music”. Bolsa de Investigação
Científica (BIC), Fundação para a Ciência e Tecnologia (FCT). May – July 2010.
Scholarship assigned under the project MOODetector.
3.12. Participation in Juries/Evaluation of Theses
International PhD
Main Examiner
1. A. D. Jeyarani (2013). “Nonlinear Signal Processing for Phonocardiogram
based Heart Murmur Sound Classification”. PhD Thesis, Sathyabama
University, India.
2. Adrián Carballal Mato (2011). “Utilización de Métricas de Complejidad para
la Clasificación Estética de Fotografías”. PhD Thesis, University of La Coruña,
Spain.
3. Cornelia Kreutzer (2009). “A Reduced Parameter Model for Spectral Synthesis
of Musical Sounds”. PhD Thesis, University of Limerick, Ireland.
National PhD
Main Examiner
1. G. Marques (2015). “Machine Learning Techniques for Music Information
Retrieval”. PhD Thesis, University of Lisbon, Portugal.
National PhD Theses Proposals
1. Roger Immich (2012). “Mechanisms for Resilient Video Transmission”. Doctoral Program
in Information Science and Technology. University of Coimbra. September 2012.
President.
2. Renato Panda (2012). “Emotion-based Analysis and Classification of Audio Music”.
Doctoral Program in Information Science and Technology. University of Coimbra. July
2012. Supervisor.
3. Ricardo Couceiro (2011). “Beat-to-Beat Cardiovascular performance assessment for p-
health applications”. Doctoral Program in Information Science and Technology.
University of Coimbra. September 2011. Co-supervisor.
International MSc
1. Fabián Analuisa & Edwin Arias (2013). “Propuesta de un proceso de alineamiento de la
estrategia organizacional con la estrategia tecnológica del Banco del Estado”. MSc Thesis
(pré-Bologna), Department of Informatics and Computer Science, National Polytechnic
School, Quito, Ecuador.
2. Marco Gualsaquí (2013). “Modelo de medición de resultados para procesos de PYMES de
telecomunicaciones integrando los marcos de trabajo BSC y eTOM”. MSc Thesis (pré-
Bologna), Department of Informatics and Computer Science, National Polytechnic
School, Quito, Ecuador.
National MSc (Pre-Bologna, i.e., 5+2 years)
1. Mário de Andrade Pereira de Brito (2007). “Compressão de ECGs: Uma Abordagem
baseada na Regularidade do Sinal”. MSc Thesis (pré-Bologna), Department of Informatics
Engineering, University of Coimbra, Portugal.
National MSc (Bologna, i.e., 3+2 years)
Main examiner outside DEI of UC
1. Luis Miguel Bagagem Castela (2015.) “Pesquisa de Fala”, Departamento de
Engenharia Electrotécnica, Faculdade de Ciências e Tecnologia da
Universidade de Coimbra.
2. João Pedro dos Santos Figueiredo (2015). “Music Recommendation System
Based On Emotions”, Faculdade de Engenharia da Universidade do Porto.
3. Pedro Richard Branco Barreira e Silva Kretschmann (2015). “Real-time
interactive music remixing app”, Faculdade de Engenharia da Universidade do
Porto.
4. Mário João Teixeira Carneiro (2011). “Towards the discovery of temporal
patterns in music listening using Last.fm profiles”, Faculdade de Engenharia
da Universidade do Porto.
5. José Manuel Pinheiro Aguiar (2011). “Tweets4Tags - On the Use of Twitter for
Automatic Music Tagging”, Faculdade de Engenharia da Universidade do
Porto.
6. Luís Filipe Marques Barreira (2010). “Unsupervised Automatic Music Genre
Classification”, Faculdade de Ciências e Tecnologia da Universidade Nova de
Lisboa.
7. José Manuel dos Santos Lopes (2008). “Ambiente de Análise Robusta dos
Principais Parâmetros Qualitativos da Voz”, Faculdade de Engenharia da
Universidade do Porto.
8. Pedro Luis Cameira Sollari Allegro (2008). “Singing Voice Detection in
Polyphonic Music Signals”, Faculdade de Engenharia da Universidade do
Porto.
Main/secondary examiner at DEI of UC
1. Participation in over 70 MSc thesis (Bologna format) and graduation thesis
(pre-Bologna format – 5 years) at the Department of Informatics Engineering,
University of Coimbra, both as main or second examiner (around 10 each
year).
3.13. Member of the Jury of Scientific Events
International
1.
“Reconocimiento a la Investigación Universitaria Estudantil – Galardones Nacionales,
Convocatoria SENESCYT 2013”, Quito, Ecuador, September 2013.
3.14. Conference Session Moderator
International
1.
International Joint Conference on Biomedical Engineering Systems and Technologies –
BIOSTEC’2011, Rome, Italy. Moderated one session.
2.
2nd Conference on Management and Control of Production and Logistics - MCPL’2000,
Grenoble, France. Moderated one session.
3.15. Other International Collaboration
1.
Visiting Professor at the National Polytechnic School, Quito, Ecuador (2012-2013), as part
of the Prometeo Project.
2.
Member of the Iberic Society of Music Technology (Sociedad(e) Ibérica de Tecnologia
Musical (since its creation, in 2010).
3.
Visiting PhD student at IPEM (Institute for Psychoacoustics and Electronic Music),
University of Ghent, Belgium, under the supervision of Professor Marc Leman (2004).
4.
Visiting MSc student at the Department of Automatic Control, Lund Institute of
Technology, Sweden, under the supervision of Professors Karl-Erik Årzén and Mikael
Johansson (1996).
3.16. Computational Prototypes
1.
“HeartCycle prototype” (2012). A prototype developed under the scope of the HeartCycle
project, including the acquisition and analysis of several biomedical signals (sound, ECG,
PPG and ICG), which will be subject of an international clinical study in two hospitals: Hull
(UK) and Madrid (Spain). Contribution: implementation of the modules for the estimation
of systolic time intervals; project co-management.
2.
“EWA – Emotion Web Annotator” (2011). A web tool for annotation of music by
emotional content. Contribution: project coordination.
3.
“MOODetector – A System for Mood-based Classification and Retrieval of Audio Music”
(2010). A prototype for the analysis of mood in audio music developed in C/C++.
Contribution: project coordination and implementation of proof of concept.
4.
“Intelligent Phonocardiogram Analysis and Representation Tool” (2010). A prototype for
heart sound analysis developed in Matlab. Contribution: implementation of the modules
for the estimation of systolic time intervals; project co-management.
5.
“Mellodee: Melody Detection in Polyphonic Audio” (2006). A prototype for melody
detection in polyphonic audio developed in Matlab. Contribution: project totally developed
by the author during his PhD thesis.
6.
“NFId: Neuro-Fuzzy Identification” (1999). A prototype for neuro-fuzzy system
identification, developed in C++. Contribution: project totally developed by the author
during his MSc thesis.
3.17. Press Releases and Interviews in the Social Media
More info at: http:// http://rppaiva.dei.uc.pt/inthenews.html
1. MOODetector project
a. 2012.12.26: República do Saber (RTP2)
Participation in a TV program. Video download (in Portuguese): go to 9:23
b. 2012.11.08: Event Point
A música e as emoções
A música, se for adequada, pode ser um dos elementos chave de um evento na medida em que
contribui para criar um "contexto emocional". Mas qual é a música adequada? Um conjunto de
investigadores da Universidade de Coimbra trabalha num projecto de classificação de músicas
com base nas emoções que elas transmitem. Estivemos à conversa com Rui Pedro Paiva,
coordenador do MOODetector.
http://www.eventpoint.com.pt/articles/a-musica-e-as-emocoes
c.
2012.11.20: Correio Braziliense
Humor musical
Pesquisadores portugueses criam software que organiza as músicas de uma playlist de acordo
com a emoção que transmitem. Assim, o usuário pode escolher, por exemplo, uma seleção só de
canções felizes, ou, se preferir, que causem medo e tensão
http://www.correiobraziliense.com.br/app/noticia/euestudante/me_gerais/2012/11/20/me_gerais_interna,334483/humor-musical.shtml
2. MOODetector project: MIREX 2012
a. 2012.11.10-12: Press release published in several sources (all in Portuguese)
Renato Panda e Rui Pedro Paiva venceram a edição deste ano do do MIREX (Music
Information Retrieval Evaluation eXchange), um concurso internacional organizado pela
comunidade científica de Music Information Retrieval (MIR). Os dois investigadores da
Faculdade de Ciências e Tecnologia da Universidade de Coimbra(FCTUC) desenvolveram um
algoritmo que permite classificar emoções em música.
i. Computer World
ii. Exame Informática
iii. Portugal Global
iv. Ciência Hoje
v. Tek Sapo
vi. CienciaPT
vii. Diário de Notícias
viii. Jornal de Notícias
ix. Diário As Beiras
x. 2012.11.12: A more detailed version of the previous press release
xi. Diário de Coimbra
b. 2012.11.20: My PhD student Renato Panda, as "Figure of the Future"
c. Correio da Manhã
3. HeartCycle Project
a. 2012.09.10-11: Press release published in several sources (all in Portuguese)
Está a ser testada com sucesso, "em pacientes reais", uma nova tecnologia para monitorização
remota de doenças cardiovasculares, desenvolvida por uma equipa de investigadores
da Universidade de Coimbra, que promete ter "um impacto significativo" na gestão deste tipo de
problemas em doentes crónicos. Chama-se HeartCycle e foi criada no âmbito de um projeto
europeu coordenado pela Philips e orçado em 22 milhões de euros - que além da Faculdade de
Ciências e Tecnologia da UC, conta com a participação de 17 parceiros, entre empresas na
área das comunicações, hospitais e universidades.
i. Tek Sapo
ii. Ciência Hoje
iii. CienciaPT
iv. Diário Digital
4. Academic Activities
4.1. Summary of Academic Positions and Taught Courses
2012present
Professor at the Department of Informatics Engineering, University of Coimbra.
PhD courses:
-
2013-2014: Advanced Topic of Cognitive Modeling (co-lecturer with
Prof. Dr. Amílcar Cardoso and other colleagues)
MSc courses:
-
2013-2014: Multimedia (main lecturer)
BSc courses:
-
2013-2014: Multimedia (main lecturer)
-
2013-2014: Data Analysis and Transformation (main lecturer)
Supervisor and evaluator of several MSc Theses (per school year: 3 co-supervisions
and 10 juris, on average).
2017-2012
Assistant Professor at the Department of Informatics Engineering, University of
Coimbra
PhD courses:
-
2006/2007: Art, Music, Creativity and Artificial Intelligence (co-lecturer
with Prof. Dr. Amílcar Cardoso, Penousal Machado and Francisco C.
Pereira)
-
2011-2012: Advanced Topic of Cognitive Modeling (co-lecturer with
Prof. Dr. Amílcar Cardoso and other colleagues)
MSc courses:
-
2008-2012: Multimedia (main lecturer)
-
2010-2011: Design Workshop (lecturer)
BSc courses:
-
2007-2012: Multimedia (main lecturer)
-
2012: Principles of Procedural Programming
-
2007-2011: Information Theory (lecturer, main lecturer in 2010)
-
2007: Data Analysis and Transformation (lecturer)
Invited Professor at ISCTEM – Instituto Superior de Ciências e Tecnologia de
Moçambique, Maputo
Licenciatura courses (4 years program):
-
2007-2008, 2012: Multimedia (main lecturer)
Supervisor and evaluator of over 30 MSc Theses (per school year: 3 cosupervisions and 10 juris, on average).
1997-2007
Teaching Assistant at the Department of Informatics Engineering, University of
Coimbra.
BSc courses:
-
2006/2007: Information Theory (teaching assistant)
Licenciatura courses (pre-Bologna: 5 years program):
-
2005/2006: Multimedia
Advanced Multimedia
-
2001/2002: Multimedia Systems
Programming and Algorithms I
-
2000/2001: Multimedia Systems
Programming and Algorithms I
Programming and Algorithms II
-
1999/2000: Programming and Algorithms I
Programming and Algorithms II
-
1998/1999: Signals and Systems
Digital Instrumentation
-
1997/1998: Signals and Systems
Digital Instrumentation
Digital Control II
Supervisor and evaluator of several dozens of graduation theses (Bologna and preBologna).
1997
Teaching Assistant at the Polytechnic Institute of Leiria, Division of Informatics.
BSc courses:
-
Programming and Computers
-
Informatics
4.2. Supervision of Theses and Scholarships
See section 3.11.
4.3. Participation in Juries/Evaluation of Theses
See section 3.12.
4.4. Coordination of Other Education and Training Activities
1. Workshop on “Multimedia Programming with Flash CS5 and ActionScript 3.0”, March
2011. Place: Instituto Superior Miguel Torga, Coimbra.
2. Workshop on “Audio Processing in Matlab”, September 2009. Place: University of
Coimbra. Organization: jEknowledge, Coimbra.
3. Introdução à Internet - programa FOCO, Fundo Social Europeu - Departamento de
Engenharia Informática - 1998, 1999, 2000.
4. Tópicos Avançados de Ambientes Integrados de Produtividade Pessoal: Módulo de
Internet - programa FOCO, Fundo Social Europeu - Departamento de Engenharia
Informática - 1998.
5. Frequent collaboration on extra-curricular education and training activities organized by
students at the Department of Informatics Engineering (DEI) (invited research talks,
programming workshops, jury of music contests, …)
4.5. Other Administrative Tasks at DEI & CISUC
1. 2013-2015: Sub-Director of DEI for External Affairs
2. 2012: Member of the committee for reflection on teaching models.
3. 2011-2015, 2015-…: Member of the Scientific Committee of DEI.
4. 2010: Responsible for the validation of MSc Theses proposals (Multimedia track)
5. 2007: Member of the committee for the creation of the new “Design & Multimedia” BSc
and MSc programs at the University of Coimbra.
6. 2007: Member of the MSc ranking committee.
7. 2007-2009: Member of the Scientific Committee of DEI.
8. 2007- to present: Member of the Scientific Committee of CISUC.
9. 2006-2007: Member of the committee for DEI’s web page renovation.
10. 2006: Assistant Coach of the DEI Programming Club.
11. 2002-2005: Member of the Scientific Committee of CISUC.
12. 2003-2005: Member of the Counsel of DEI.
13. 2000-2002: Member of the Timetable Commission at DEI.
4.6. Pedagogical Congresses
1. 2015: 1º Congresso Nacional de Professores de Informática: Scientific Committee.
Organização: Associação Nacional de Professores de Informática (ANPRI).
5. Other
5.1. Other Professional Experience
1. 1997: Part-time system administrator (Unix environment) and web designer.
2. 1995: Trainee at the Center for Computer Graphics (CCG/ZGDV) of Coimbra, supervised by
Professor José Carlos Gouveia Teixeira.
5.2. Music Education
1. 1981-1998: Choral activity.
2. 1981-1989: Soprano and alto recorder flute lessons; mid-level music theory.
3. 1992-1996: Guitar (self-learning).

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