Publikationen in Zusammenarbeit mit Forschern von Universitat Pompeu Fabra (15)

2023

  1. Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification

    Pattern Recognition, Vol. 135

2016

  1. Machine learning and music generation

    Journal of Mathematics and Music

2015

  1. Analyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming

    Proceedings of the 12th International Conference in Sound and Music Computing, SMC 2015

2014

  1. New Directions in Music and Machine Learning

    Journal of New Music Research, Vol. 43, Núm. 3, pp. 251-254

  2. One step closer to automatic evaluation of text simplification systems

    Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations, PITR 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014

2012

  1. Can text summaries help predict ratings? A case study of movie reviews

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Elliphant: Improved automatic detection of zero subjects and impersonal constructions in Spanish

    EACL 2012 - 13th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings

2010

  1. Genre classification of music by tonal harmony

    Intelligent Data Analysis, Vol. 14, Núm. 5, pp. 533-545

  2. MML 2010: International workshop on machine learning and music

    MM'10 - Proceedings of the ACM Multimedia 2010 International Conference

  3. Modeling violin performances using inductive logic programming

    Intelligent Data Analysis, Vol. 14, Núm. 5, pp. 573-585

2008

  1. Melody characterization by a genetic fuzzy system

    Proceedings of the 5th Sound and Music Computing Conference, SMC 2008

2007

  1. Identifying saxophonists from their playing styles

    Proceedings of the AES International Conference

  2. Performance-based interpreter identification in saxophone audio recordings

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, Núm. 3, pp. 356-364

2006

  1. Modelling expressive performance: A regression tree approach based on Strongly Typed Genetic Programming

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)