CURRICULUM VITÆ. Rui Pedro Pinto de Carvalho e Paiva

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1 CURRICULUM VITÆ Rui Pedro Pinto de Carvalho e Paiva December 2014

2 Table of Contents Short Bio Personal Data Education Research Brief Summary Publications... 4 Thesis... 4 Books... 5 International Journal Papers... 5 National Journal Papers... 6 International Conference Papers... 6 National Conference Papers Other Papers (without peer-reviewing) Scientific Reports Scientific Tutorials Invited Scientific Talks/Seminars International National Internal Patents Awards Scientific Consulting Coordination/Participation in Scientific Projects International Projects National Projects Member of Journal Editorial Boards / Conference Committees Journals International Conferences Organization of Scientific Events International National Member of Evaluation/Reviewing Panels International Projects International Journals International Conferences National Conferences Supervision of Theses and Scholarships PhD Students MSc Students International BSc students (5 years) Supervised students under project or PhD scholarships Participation in Juries/Evaluation of Theses International PhD National PhD Theses Proposals International MSc National MSc (Pre-Bologna, i.e., 5+2 years) National MSc (Bologna, i.e., 3+2 years) Member of the Jury of Scientific Events International Conference Session Moderator... 22

3 International Other International Collaboration Computational Prototypes Press Releases and Interviews in the Social Media Academic Activities Summary of Academic Positions and Taught Courses Supervision of Theses and Scholarships Participation in Juries/Evaluation of Theses Coordination of Other Education and Training Activities Other Administrative Tasks at DEI & CISUC Other Other Professional Experience Music Education... 28

4 Short Bio Prof. Dr. Rui Pedro Paiva is a Tenured 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 mood_report/summary.html

5 1. Personal Data Surnames / First Names Pinto de Carvalho e Paiva / Rui Pedro Birth Year and Place 1973, Luanda, Angola Nationality Portuguese Job 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 COIMBRA Phone Number Fax Address Website

6 2. Education 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) 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 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: High School (10 th to 12 th grade), Escola Secundária Avelar Brotero, Coimbra. Average 12 th year grade: 19 (on a 0-20 scale). Average 10 th -11 th years grade: 17.

7 3. Research 3.1. Brief Summary Member of CISUC (Centre for Informatics and Systems of the University of Coimbra) since 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 (until 2000) Neuro-Fuzzy Systems, System Modelling and Identification 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 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 Paiva R. P. (1996). Modelling and Control of an Electric Arc Furnace. MSc Thesis, Department of Automatic Control, University of Lund, Sweden, June 1996.

8 Books 1. Paiva R. P. (2009). Melody Detection in Polyphonic Audio: From Pitch Extraction to Note Identification. Lambert Academic Publishing. ISBN International Journal Papers 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 , IOP Science 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 , IOP Science 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 , IOP Science 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 , Taylor and Francis 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 , MIT Press 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 , Elsevier.

9 7. Paiva R. P. & Dourado A. (2004). Interpretability and Learning in Neuro-Fuzzy Systems. Fuzzy Sets and Systems, Vol. 147 (1), pp , Elsevier 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 , 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 , Universidade Católica Portuguesa. International Conference Papers 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. 2. 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. 3. 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. 4. 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.

10 5. 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. 6. 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 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. 8. 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. 9. 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. 10. 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. 11. 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. 12. 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

11 13. 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. 14. 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 19 th International Conference on Machine Learning ICML 2012, Edinburgh, UK. 15. 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. 16. 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 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. 18. 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. 19. 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. 20. 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. 21. 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. 22. 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

12 Conference on Acoustics, Speech and Signal Processing ICASSP 2011, Prague, Czech Republic. 23. 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. 24. 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. 25. 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. 26. 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) 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. 28. 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. 29. 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 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.

13 31. 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 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 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. 34. 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. 35. 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. 36. 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 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 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 8 th IASTED International Conference on Artificial Intelligence and Soft Computing - ASC 2004, pp , Marbella, Spain. 39. 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 1 st

14 International Symposium on Brain Inspired Cognitive Systems - BICS 2004, Stirling, Scotland, UK. 40. Paiva R. P., Mendes T. & Cardoso A. (2004). A Methodology for Detection of Melody in Polyphonic Musical Signals. Proceedings of the 116 th Audio Engineering Society Convention AES 116, Berlim, Germany. 41. Malheiro R., Paiva R. P., Mendes A. J., Mendes T. & Cardoso A. (2004). Classification of Recorded Classical Music Using Neural Networks. Proceedings of the 4 th International Symposium on Engineering of Intelligent Systems - EIS 2004, Funchal, Portugal 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 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. 44. 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. 45. 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 Paiva R. P., Dourado A. & Duarte B. (1999). Applying Subtractive Clustering for Neuro-Fuzzy Modelling of a Bleaching Plant. Proceedings of the 5 th European Control Conference - ECC 99, Karlsruhe, Germany. 47. 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 , Salamanca, Spain (Iberic congress). 1998

15 48. Paiva R. P., Dourado A. & Duarte, B. (1998). A Neuro-Fuzzy System for Modelling of a Bleaching Plant. Proceedings of the 6 th European Congress on Fuzzy and Intelligent Techniques - EUFIT 98, Vol. 3, pp , 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 , 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 , 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, 2. Panda R. & Paiva R. P. (2012). MIREX 2012: Mood Classification Tasks Submission. Proceedings of the Music Information Retrieval Exchange MIREX 2012, URL: 3. Paiva R. P. (2005). An Algorithm for Melody Detection in Polyphonic Recordings. Proceedings of the Music Information Retrieval Exchange MIREX 2005, URL: 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.

16 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) Invited Scientific Talks/Seminars International 1. Music Data Mining: Automatic Emotion Recognition (2013). Ciclo de Conferencias en Ingeniería Informática, Universidad Central del Ecuador, Quito, Ecuador. October 25, MOODetector: Automatic Music Emotion Recognition (2013). Campus Party Quito 3. September 20, Research CISUC (2013). Jornadas de Informática, Universidad Central del Ecuador, Quito, Ecuador. July 23, Curricula on Intelligent Systems (2013). Jornadas de Informática, Universidad Central del Ecuador, Quito, Ecuador. July 23, Data Mining in the Real-World (2013). Jornadas de Informática, Universidad Central del Ecuador, Quito, Ecuador. July 22, Machine Learning: Applications, Process and Techniques (2013). Seminar (24h), National Polytechnic School, Quito, Ecuador. May How to Write Good Scientific Project Proposals: A Comprehensive Guide (2013). Seminar (1.5h) National Polytechnic School, Ecuador. January How to Write Good Scientific Papers: A Comprehensive Guide (2013). Seminar (2.5h), National Polytechnic School, Quito, Ecuador. January 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 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.

17 National 1. Melody Detection in Polyphonic Audio (2007). 9 th Meeting of APEA - Associação Portuguesa de Engenharia Áudio (national branch of the Audio Engineering Society), Leiria, Portugal. October 20, 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 Music Information Retrieval: Overview and Current Trends (2008). DEI Undercover, Department of Informatics Engineering, University of Coimbra, Portugal. December 10, 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) Awards 1. 1 st place in the Music Information Retrieval Evaluation exchange MIREX 2012 Mood Classification Task rd place in the Music Information Retrieval Evaluation exchange MIREX 2005 Melody Extraction Track st 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). 1 st worldwide evaluation exchange : Qualified to the Finals of the Portuguese National Olympiads of Mathematics Scientific Consulting 1. 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.

18 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. FP November 2013 October Local coordinator. Funded by the European Union 6,173,231 EUR (global) 372,867 EUR (local). a. Strong international collaboration with 12 partners from 8 countries. 2. Sistema de Referencia de Indicadores Internacionales. November 2012 October Coordinator. Funded by Proyecto Prometeo, Ecuador. 3. Proyecto Prometeo. Consulter (government intelligence) and Researcher (Science management). November 2012 November 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. FP January 2008 August 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 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 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 nº January 2012 June 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 Project Coordinator. Funded by the Portuguese government 77,304 EUR.

19 5. SoundForLife: A framework for early diagnosis and follow-up of CVD through heart sound. FCT PTDC/EIA/68620/2006. January 2008 June Project Cocoordinator. Funded by the Portuguese government 112,500 EUR. 6. Mellodee: Melody Detection in Polyphonic Audio. September 2002 September 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, Project Cocoordinator. Funded by Vodafone Portugal. 8. ALCINE/OLLICON On-Line Learning for Intelligent CONtrol Project member. Funded by the Portuguese Ministry of Science and Technology, under the program PRAXIS XXI Member of Journal Editorial Boards / Conference Committees Journals 1. ReDiFIS (Ecuador), : Honorary Editor 2. Revista Politécnica (Ecuador), Member of the Editorial Board International Conferences 1. International Conference on Physiological Computing Systems PhyCS International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management KDIR IFMBE International Conference on Health Informatics ICHI 2013: Program Committee 4. International Congress on Cardiovascular Technologies CARDIOTECHNIX : Program Committee 5. International Conference on Health Informatics - HEALTHINF : Program Committee 6. Sound and Music Computing Conference - SMC : Program Committee 7. European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design - EvoMUSART 2010: Program Committee 8. Sound and Music Computing Conference - SMC 2009: Scientific Committee 9. Audio Mostly 2012: Program Committee 10. 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.

20 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 Member of Evaluation/Reviewing Panels International Projects 1. Secretaría de Educación Superior, Ciencia, Tecnología e Innovación a review of 1 project International Journals 1. IEEE Transactions on Affective Computing a review of 1 paper 2. Advances in Electronics a review of 1 paper 3. Medical Engineering & Physics, Elsevier a review of 1 paper b review of 1 paper 4. Medical & Biological Engineering & Computing, Springer a review of 1 paper 5. IEEE Transactions on Audio, Speech and Language Processing a review of 1 paper b review of 1 paper c review of 1 paper 6. Journal of New Music Research a review of 1 paper b review of 1 paper International Conferences 1. International Society for Music Information Retrieval Conference ISMIR a review of 4 papers (2 by my PhD students) b review of 3 papers c review of 4 papers d review of 1 paper e review of 4 papers f review of 3 papers g review of 3 papers h review of 1 paper

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