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  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    pierre at dlsi.ua.es
  Telephone: +34 96 5903400 ext. 2981
  Fax:       +34 96 5909326

Other pages: Teaching, Personal

Curriculum Vitae:available here

Research Interests:Music Information Retrieval, Pattern Recognition, Machine Learning

Projects:

• Development of an automatic system for interactive harmonic analysis of musical sequences/Desarrollo de un sistema automático para el análisis armónico interactivo de secuencias musicales
• Description and retrieval of music and audio information/Descripción y recuperación de información musical y sonora
• Classification of musical genres by combining audio and symbolic descriptors using an automatic transcription system/Clasificación de géneros musicales combinando descriptores de audio y simbólicos mediante un sistema de transcripción automática
• Multimodal Interaction in Pattern Recognition and Computer Vision
• Semantic processing of digital music / Procesamiento semántico de música digital
• Feature extraction and combination of classifiers for the recognition of signatures, musical styles, stellar spectra and syntactic disambiguation/Extracción de características y combinación de clasificadores para el reconocimiento de firmas, estilos music
• Feder infrastructure G.V. 2005/Infraestructura Feder G.V. 2005
• Pattern Recognition and Artificial Intelligence Group / Grupo de Reconocimiento de Formas e Inteligencia Artificial
• Transfer of technology from text categorization to digital music information retrieval applications/Transferencia de tecnologías de categorización de textos a aplicaciones de recuperación de información en música digital
• Large Scale Data Processing, Indexing and Retrieval through Pattern Recognition Methodologies/Tratamiento, indexación y recuperación de información en grandes volúmenes de datos mediante técnicas de reconocimiento de formas: aplicaciones en descripción y
• METAe - Metadata Engine Project

Select a year : [all] : 2011 : 2010 : 2009 : 2008 : 2007 : 2006 : 2005 : 2004 : 2003 : 2002

1. Pérez-García, T., Iñesta, J.M., Ponce de León, P.J., Pertusa, A.
   "A Multimodal Music Transcription Prototype"
   Proc. of International Conference on Multimodal Interaction, ICMI 2011, ISBN: 978-1-4503-0641-6, pp. 315--318, Alicante, Spain (2011)
   : bibtex : more info
2. Ponce de León, Pedro J.
   "A statistical pattern recognition approach to symbolic music classification"
   PhD Thesis. Supervisors: Iñesta, José M.
   University of Alicante, Alicante, Spain (2011)
   : bibtex : pdf : more info
3. Mayer, R., Rauber, A., Ponce de León, P.J., Pérez-Sancho, C., Iñesta, J.M.
   "Feature Selection in a Cartesian Ensemble of Feature Subspace Classifiers for Music Categorisation"
   Proc. of. ACM Multimedia Workshop on Music and Machine Learning (MML 2010), ISBN: 978-1-60558-933-6, pp. 53--56, Florence (Italy) (2010)
   : bibtex : more info
4. Pérez-Sancho, C.; Rizo, D.; Iñesta, J.M.; Ponce de León, P.J.; Kersten, S.; Ramirez, R.
   "Genre classification of music by tonal harmony"
   Intelligent Data Analysis, vol. 14, pp. 533-545 (2010)
   : bibtex : more info
5. Thomas Lidy, Rudolf Mayer, Andy Rauber, Pedro J. Ponce de León, Antonio Pertusa, José M. Iñesta
   "A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization"
   Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), ISBN: 978-90-393-53813, pp. 279-284, Utrecht, Netherlands (2010)
   : bibtex : pdf : more info : on-line at ISMIR site : Poster : Talk slides
6. T. Lidy; A. Grecu; A. Rauber; A. Pertusa; P. J. Ponce de León; J. M. Iñesta
   "A Multi-Feature-Set Multi-Classifier Ensemble Approach For Audio Music Classification"
   Music Information Retrieval Evaluation eXchange (MIREX 2009), Kobe, Japan (2009)
   : bibtex : more info : MIREX 2009
7. Iñesta, J.M.; Ponce de León, P.J., Heredia-Agoiz, J.L.
   "A ground-truth experiment on melody genre recognition in absence of timbre"
   Proc. of the 10th International Conference on Music Perception and Cognition (ICMPC10), ISBN: 978-4-9904208-0-2, pp. 758-761, Sapporo, Japan (2008)
   : bibtex
8. Lidy T.; Rauber A.; Pertusa A.; Ponce de León P.J.; Iñesta J. M.
   "MIREX 2008: Audio Music Classification Using A Combination Of Spectral, Timbral, Rhythmic, Temporal And Symbolic Features."
   MIREX 2008 - Music Information Retrieval Evaluation eXchange, MIREX Genre Classification Contest., Philadelphia, Pennsylvania, USA (2008)
   : bibtex : pdf : more info : MIREX 2008
9. Ponce de León, P.J., Rizo, D., Ramírez, R.
   "Melody characterization by a fuzzy rule system"
   Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 35-36, Helsinki, Finland (2008)
   : bibtex
10. Ponce de León, P.J.; Iñesta, J.M.; Rizo, D.
    "Mining digital music score collections: melody extraction and genre recognition"
    Pattern Recognition, ISBN: 978-3-902613-24-4, pp. 559-590, Vienna, Austria (2008)
    : bibtex : more info : "Pattern Recognition" book, published by IN-TECH
11. Ponce de León, P.J.; Rizo, D.; Ramirez, R.; Iñesta, J.M.
    "Melody Characterization by a Genetic Fuzzy System"
    Proceedings of the 5th Sound and Music Computing Conference , pp. 15-23 (2008)
    : bibtex : pdf : more info
12. Espí D., Ponce de León P.J., Pérez-Sancho C., Rizo D., Iñesta J.M., Moreno-Seco F., Pertusa A.
    "A cooperative approach to style-oriented music composition"
    Proc. of the Int. Workshop on Artificial Intelligence and Music, MUSIC-AI, pp. 25-36, Hyderabad, India (2007)
    : bibtex : pdf
13. Pedro J. Ponce de León, José M. Iñesta, David Rizo
    "Towards a human-friendly melody characterization by automatically induced rules"
    Proceedings of the 8th Int. Conf. on Music Information Retrieval, ISMIR 2007, pp. 437--440, Vienna (2007)
    : bibtex : pdf : more info
14. Ponce de León P. J. and Iñesta J. M.
    "A Pattern Recognition Approach for Music Style Identification Using Shallow Statistical Descriptors"
    IEEE Transactions on Systems Man and Cybernetics C, vol. 37, pp. 248-257 (2007)
    : bibtex : more info
15. F. Moreno-Seco; J. M. Iñesta; P. Ponce de León; L. Micó
    "Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks"
    Lecture Notes in Computer Science, vol. 4109, pp. 705--713 (2006)
    : bibtex : pdf : more info
16. Pérez-Sancho, C.; Ponce de León P. J.; and Iñesta, J. M.
    "A comparison of statistical approaches to symbolic genre recognition"
    Proc. of the Int. Computer Music Conf. ICMC 2006, ISBN: 963-06-0063-3, pp. 545--550 (2006)
    : bibtex : pdf : more info
17. Ponce de León P. J.; Iñesta J. M.; Pérez-Sancho C.
    "Classifier ensembles for genre recognition"
    Pattern Recognition: Progress, Directions and Applications, ISBN: 84-933652-6-2, pp. 41-53 (2006)
    : bibtex : ps : pdf : more info
18. Rizo D., Ponce de León P. J., Pérez-Sancho C., Pertusa A., Iñesta J. M.
    "A Pattern Recognition Approach for Melody Track Selection in MIDI Files"
    Proc. of the 7th Int. Symp. on Music Information Retrieval ISMIR 2006, ISBN: 1-55058-349-2, pp. 61-66, Victoria, Canada (2006)
    : bibtex : more info : pdf link
19. Rizo D., Ponce de León P.J., Pertusa A., Pérez-Sancho C., Iñesta J.M.
    "Melody track identification in music symbolic files"
    Proc. of the 19th Int. FLAIRS Conference, ISBN: 978-1-57735-261-7 (2006)
    : bibtex : pdf : more info
20. Rizo, D.; Iñesta, J.M.; Ponce de León, P.J.
    "Tree Model of Symbolic Music for Tonality Guessing"
    Proc. of the IASTED Int. Conf. on Artificial Intelligence and Applications, AIA 2006, ISBN: 0-88986-404-7, pp. 299-304, Innsbruck, Austria (2006)
    : bibtex : ps : pdf : more info
21. Rizo D., Iñesta J.M., Ponce de León, P.J., Pertusa A.
    "Reconocimiento automático de la tonalidad en partituras digitales"
    Proc. I Workshop sobre Reconocimiento de Formas y Análisis de Imágenes, CEDI 2005, pp. 53-60 (2005)
    : bibtex : pdf
22. Ponce de León, P. J.; Iñesta, J. M
    "Musical Style Classification from Symbolic Data: A Two Styles Case Study"
    Selected Papers from the Proceedings of the Computer Music Modeling and Retrieval 2003, Lecture Notes in Computer Science, vol. 2771, pp. 167-177 (2004)
    : bibtex : pdf : more info
23. Ponce de León, Pedro J.; Iñesta, José M.
    "Statistical description models for melody analysis and characterization"
    Proceedings of the 2004 International Computer Music Conference, pp. 149-156, University of Miami (2004)
    : bibtex : pdf : more info
24. Ponce de León, Pedro J.; Iñesta, José M.; Pérez-Sancho, C.
    "A shallow description framework for musical style recognition"
    Lecture Notes in Computer Science, vol. 3138, pp. 871--879 (2004)
    : bibtex : ps : pdf : more info
25. Ponce De León, P.J.; Iñesta, J.M.
    "Feature-Driven Recognition of Music Styles"
    Lecture Notes in Computer Science, vol. 2652, pp. 773-781 (2003)
    : bibtex : ps : pdf : more info
26. Ponce De León, Pedro José; Iñesta, José Manuel
    "Musical Style Identification Using Self-Organising Maps"
    Second International Conference on Web Delivering of Music (WEDELMUSIC), ISBN: 0-7695-1623-8, pp. 82-89, Darmstadt, Alemania (2002)
    : bibtex : pdf : more info