Andreu Vall

Bild von Andreu Vall
Scientific Staff

Publications

2018

Machine Learning Approaches to Hybrid Music Recommender Systems (preprint)
Vall, A., Widmer, G.
In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). Dublin, Ireland.
Paper

The Importance of Song Context and Song Order in Automated Music Playlist Generation (preprint)
Vall, A., Quadrana, M., Schedl, M., Widmer, G.
In Proceedings of the 15th International Conference on Music Perception and Cognition (ICMPC 15) and the 10th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM10). Graz, Austria.
Paper

A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership
Vall, A., Dorfer, M., Schedl, M., Widmer, G.
In Proceedings of the 33rd Symposium on Applied Computing (SAC 2018). Pau, France.
Paper

End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss
Dorfer, M., Schlüter, J., Vall, A., Korzeniowski, F., Widmer, G.
International Journal of Multimedia Information Retrieval. Springer.
Paper

2017

Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs
Vall, A., Eghbal-zadeh, H., Dorfer, M., Schedl, M., Widmer, G.
In Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems (DLRS), at the 11th Conference on Recommender Systems (RecSys 2017). Como, Italy.
Paper, Code, Slides
The Importance of Song Context in Music Playlists
Vall, A., Schedl, M., Widmer, G., Quadrana, M., Cremonesi, P.
In Proceedings of the Poster Track of the 11th Conference on Recommender Systems (RecSys 2017). Como, Italy.
Paper, Poster

How Item Discovery Enabled by Diversity Leads to Increased Recommendation List Attractiveness
Ferwerda, B., Graus, M., Vall, A., Tkalčič, M., Schedl, M.
In Proceedings of the 32nd Symposium on Applied Computing (SAC). Marrakesh, Morocco.

 

2016

Timbral and Semantic Features for Music Playlists
Vall, A., Eghbal-zadeh, H., Dorfer, M. and Schedl, M.
Accepted presentation at the Machine Learning for Music Discovery Workshop, at the International Conference on Machine Learning (ICML 2016). New York City, NY, USA.
Paper, Poster, Slides

The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists
Ferwerda, B., Graus, M., Vall, A., Tkalcic, M., Schedl, M.
In Extended Proceedings of the 10th Conference on Recommender Systems (RecSys), at the 4th Workshop on Emotions and Personality in Personalized Systems (EMPIRE). Boston, MA, USA.

Exploring Music Diversity Needs Across Countries
Ferwerda, B., Vall, A., Tkalcic, M. and Schedl, M.
In Proceedings of the 23rd International Conference on User Modeling, Adaptation, and Personalization (UMAP 2016). Halifax, Nova Scotia, Canada.

The Role of Quick Response in Accelerating Sales of Fashion Goods
Lago, A., Martínez-de-Albéniz, V., Moscoso, Ph., Vall, A.
Book chapter in Tsan-Ming Choi (Ed.), Analytical Modeling Research in Fashion Business. Springer.

2015

Listener-Inspired Automated Music Playlist Generation
Vall, A.
In Proceedings of the 9th ACM Recommender Systems Conference (RecSys 2015). Vienna, Austria.
Paper, Code, Poster, Slides

 

Improving Music Recommendations with a Weighted Factorization of the Tagging Activity
Vall, A., Skowron, M., Knees, P. and Schedl, M.
In Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR 2015). Málaga, Spain.
Paper, Code, Poster

2014

Impact of Listening Behavior on Music Recommendation
Farrahi, K., Schedl, M., Vall, A., Hauger, D. and Tkalčič, M.
In Proceedings of 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan.
Paper

 

User Geospatial Context for Music Recommendation in Microblogs
Schedl, M., Vall, A. and Farrahi, K.
In Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014), Gold Coast, Australia.
Paper

Scientific Services

Reviewing

  • International Society for Music Information Retrieval Conference (ISMIR 2017, 2016, 2015)
  • International Conference on User Modelling, Adaptation and Personalization (UMAP 2017)
  • ACM Conference on Recommender Systems (RecSys 2016)
  • ACM Transactions on Intelligent Systems and Technology (Special Issue on Intelligent Music Systems and Applications, 2016)