Learning Systems Department
Previous scientific staff
Depending on: 
45 Publications
Salas-Molina, Francisco, Juan A. Rodríguez-Aguilar, Joan Serrà, Montserrat Guillén, Francisco Martin; Empirical analysis of daily cash flow time-series and its implications for forecasting. SORT-Statistics and Operation Research Transactions; 2018.
Joan Serrà, Aleksandar Matic, Josep Lluis Arcos, Alexandros Karatzoglou; A Genetic Algorithm to Discover Flexible Motifs with Support. IEEE 16th International Conference on Data Mining Workshops; 2016.
Joan Serrà, Isabel Serra, Álvaro Corral, Josep Lluis Arcos; Ranking and significance of variable-length similarity-based time series motifs. Expert Systems with Applications, Elsevier; 2016.
Sankalp Gulati, Joan Serrà, Xavier Serra; An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP); 2015.
Frederic Font, Joan Serrà, Xavier Serra; Analysis of the impact of a tag recommendation system in a real-world folksonomy. ACM Transactions on Intelligent Systems and Technology; 2015.
Gopala K. Koduri, Vignesh Ishwar, Joan Serrà, Xavier Serra; Intonation analysis of ragas in Carnatic music. Journal of New Music Research, Special Issue on Computational Approaches to the Art Music Traditions of India and Turkey; 2014.
Sankalp Gulati, Joan Serrà, Kaustuv K. Ganguli, Xavier Serra; Landmark detection in Hindustani music melodies. Proc. of the Int. Computer Music Conf. / Sound and Music Computing Conf. (ICMC/SMC); 2014.
Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra; Melodic pattern extraction in large collections of music recordings using time series mining techniques. Int. Soc. for Music Information Retrieval Conf. (ISMIR), Demo Session; 2014.
Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra; Mining melodic patterns in large audio collections of Indian art music. Proc. of the Int. Conf. on Signal Image Technology and Internet Based Systems (SITIS); 2014.
Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluis Arcos; Unsupervised music structure annotation by time series structure features and segment similarity. IEEE Trans. on Multimedia, Special Issue on Music Data Mining; 2014.
Joan Serrà, Josep Lluis Arcos, Alejandro Garcia-Rudolph, Alberto García-Molina, Teresa Roig, Josep Maria Tormos; Cognitive prognosis of acquired brain injury patients using machine learning techniques. Int. Conf. on Advanced Cognitive Technologies and Applications (COGNITIVE); 2013.
Frederic Font, Joan Serrà, Xavier Serra; Folksonomy-based tag recommendation for collaborative tagging systems. Int. Journal of Web Semantics and Information Systems; 2013.
Florian Metze, Xavier Anguera, Sebastian Ewert, Jort Gemmeke, Dorothea Kolossa, Emily Mower Provost, Björn Schuller, Joan Serrà; Learning of units and knowledge representation. Dagstuhl Seminar 13451: Computational Audio Analysis; 2013.
Joan Serrà, Álvaro Corral, Marián Boguñá, Martín Haro, Josep Lluis Arcos; Measuring quantitative trends in western popular music. CRM-Imperial College Workshop in Complex Systems; 2013.
Jan Van Balen, Joan Serrà, Martín Haro; Sample identification in hip-hop music. From Sounds to Music and Emotions; 2013.
Christian Uhle, Jonathan Driedger, Bernd Edler, Sebastian Ewert, Franz Graf, Gernot Kubin, Meinard Müller, Nobutaka Ono, Bryan Pardo, Joan Serrà; Source separation. Dagstuhl Seminar 13451: Computational Audio Analysis; 2013.
Peter Grosche, Meinard Müller, Joan Serrà; Towards cover group thumbnailing. ACM Int. Conf. on Multimedia (ACM-MM); 2013.
Joan Serrà; What can we learn from massive music archives?. Dagstuhl Seminar 13451: Computational Audio Analysis; 2013.
Peter Grosche, Meinard Müller, Joan Serrà; Audio content-based music retrieval. Multimodal music processing; 2012.
Jan Van Balen, Martín Haro, Joan Serrà; Automatic identification of samples in hip hop music. Int. Symp. on Computer Music Modeling and Retrieval (CMMR); 2012.
Gopala K. Koduri, Joan Serrà, Xavier Serra; Characterizaztion of intonation in Carnatic music by parametrizing pitch histograms. Int. Soc. for Music Information Retrieval Conf. (ISMIR); 2012.