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Joan Serrà
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Joan Serrà
Joan Serrà
Current staff
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Joan Serrà
Learning Systems Department
Email:
jserra@iiia.csic.es
Extension:
252
Web:
http://joanserra.weebly.com
Position:
Co-Autors
Previous scientific staff
Depending on:
Josep Lluis Arcos
Publications
Projects
45 Publications
2018
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.
Download PDF
2017
Salas-Molina, Francisco,
Francisco Martin
,
Juan A. Rodríguez-Aguilar
,
Joan Serrà
,
Josep Lluis Arcos
;
Empowering cash managers to achieve cost savings by improving predictive accuracy
.
International Journal of Forecasting;
2017.
Download PDF
2016
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.
Download PDF
Salas-Molina, Francisco,
Francisco Martin
,
Juan A. Rodríguez-Aguilar
,
Joan Serrà
,
Josep Lluis Arcos
;
Empowering cash managers to achieve cost savings by improving predictive accuracy
.
arXiv:1605.04219 [q-fin.GN];
2016.
Download PDF
Joan Serrà
,
Josep Lluis Arcos
;
Particle Swarm Optimization for Time Series Motif Discovery
.
Knowledge-Based Systems;
2016.
Download PDF
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.
Download PDF
2015
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.
Download PDF
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.
Download PDF
2014
Joan Serrà
,
Josep Lluis Arcos
;
An empirical evaluation of similarity measures for time series classification
.
Knowledge-Based Systems;
2014.
Download PDF
Frederic Font,
Joan Serrà
,
Xavier Serra
;
Audio clip classification using social tags and the effect of tag expansion
.
Proc. of the AES Int. Conf. on Semantic Audio;
2014.
Download PDF
Frederic Font,
Joan Serrà
,
Xavier Serra
;
Class-based tag recommendation and user-based evaluation in online audio clip sharing
.
Knowledge-Based Systems;
2014.
Download PDF
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.
Download PDF
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.
Download PDF
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.
Download PDF
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.
Download PDF
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.
Download PDF
2013
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.
Download PDF
Frederic Font,
Joan Serrà
,
Xavier Serra
;
Folksonomy-based tag recommendation for collaborative tagging systems
.
Int. Journal of Web Semantics and Information Systems;
2013.
Download PDF
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.
Download PDF
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.
Download PDF
Joan Serrà
,
Tan Hakan Ozaslan
,
Josep Lluis Arcos
;
Note onset deviations as musical piece signatures
.
PLoS ONE;
2013.
Download PDF
Jan Van Balen,
Joan Serrà
, Martín Haro;
Sample identification in hip-hop music
.
From Sounds to Music and Emotions;
2013.
Download PDF
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.
Download PDF
Justin Salamon,
Joan Serrà
,
Emilia Gómez
;
Tonal representations for music retrieval: from version identification to query-by-humming
.
Int. Journal of Multimedia Information Retrieval;
2013.
Download PDF
Peter Grosche, Meinard Müller,
Joan Serrà
;
Towards cover group thumbnailing
.
ACM Int. Conf. on Multimedia (ACM-MM);
2013.
Download PDF
Joan Serrà
;
What can we learn from massive music archives?
.
Dagstuhl Seminar 13451: Computational Audio Analysis;
2013.
Download PDF
2012
Joan Serrà
,
Josep Lluis Arcos
;
A competitive measure to assess the similarity between two time series
.
20th International Conference on Case-Based Reasoning (ICCBR-12);
2012.
Download PDF
Peter Grosche, Meinard Müller,
Joan Serrà
;
Audio content-based music retrieval
.
Multimodal music processing;
2012.
Download PDF
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.
Download PDF
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.
Download PDF
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last
Intramural
01 February 2015
-
30 January 2017
Enric Plaza
NASAID
Nuevos Ámbitos de Sistemas de Aprendizaje Automático para la Informática basada en Datos
Plan Nacional
01 January 2013
-
31 December 2015
Josep Lluis Arcos
COGNITIO
Case-Based Reasoning for the optimization of cognitive rehabilitation on TBI
International
01 October 2012
-
30 September 2015
Carles Sierra
PRAISE
Practice and peRformance Analysis Inspiring Social Education
Otros
01 January 2012
-
31 December 2013
Josep Lluis Arcos
WorthPlay
Worth Playing Digital Games for Active and Positive Ageing
Otros
31 December 2011
-
30 June 2012
Josep Puyol-Gruart
AISLE
Artificial Intelligence Software for Logistics in Enterprises
Plan Nacional
01 June 2010
-
31 December 2011
Santiago Ontañón
BUSCAMEDIA
Automatic Generation of Audiovisual Narrative