Andreu Vall

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 23

Top Topics

Machine Learning Approaches

Music Recommendation

High Level Features

Top Venues

Int. J. Multim. Inf. Retr.

Publications

Philipp Seidl, Andreu Vall, Sepp Hochreiter, Günter Klambauer
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language. CoRR (2023)
Philipp Seidl, Andreu Vall, Sepp Hochreiter, Günter Klambauer
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language. ICML (2023)
Andreu Vall, Yogesh Sabnis, Jiye Shi, Reiner Class, Sepp Hochreiter, Günter Klambauer
The Promise of AI for DILI Prediction. Frontiers Artif. Intell. 4 (2021)
Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, Peter Ruch, Philipp Renz, Johannes Schimunek, Philipp Seidl, Andreu Vall, Michael Widrich, Sepp Hochreiter, Günter Klambauer
Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks. CoRR (2020)
Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer
Order, context and popularity bias in next-song recommendations. Int. J. Multim. Inf. Retr. 8 (2) (2019)
Shreyan Chowdhury, Andreu Vall, Verena Haunschmid, Gerhard Widmer
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. ISMIR (2019)
Andreu Vall, Matthias Dorfer, Hamid Eghbal-zadeh, Markus Schedl, Keki Burjorjee, Gerhard Widmer
Feature-combination hybrid recommender systems for automated music playlist continuation. User Model. User Adapt. Interact. 29 (2) (2019)
Shreyan Chowdhury, Andreu Vall, Verena Haunschmid, Gerhard Widmer
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. CoRR (2019)
Andreu Vall, Gerhard Widmer
Machine Learning Approaches to Hybrid Music Recommender Systems. CoRR (2018)
Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership. CoRR (2018)
Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer
The Importance of Song Context and Song Order in Automated Music Playlist Generation. CoRR (2018)
Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
A hybrid approach to music playlist continuation based on playlist-song membership. SAC (2018)
Andreu Vall, Gerhard Widmer
Machine Learning Approaches to Hybrid Music Recommender Systems. ECML/PKDD (3) (2018)
Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss. Int. J. Multim. Inf. Retr. 7 (2) (2018)
Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss. CoRR (2017)
Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer, Paolo Cremonesi
The Importance of Song Context in Music Playlists. RecSys Posters (2017)
Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl, Gerhard Widmer
Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs. DLRS@RecSys (2017)
Bruce Ferwerda, Mark P. Graus, Andreu Vall, Marko Tkalcic, Markus Schedl
How item discovery enabled by diversity leads to increased recommendation list attractiveness. SAC (2017)
Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl
Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features. CoRR (2017)
Bruce Ferwerda, Mark P. Graus, Andreu Vall, Marko Tkalcic, Markus Schedl
The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists. EMPIRE@RecSys (2016)
Bruce Ferwerda, Andreu Vall, Marko Tkalcic, Markus Schedl
Exploring Music Diversity Needs Across Countries. UMAP (2016)
Andreu Vall
Listener-Inspired Automated Music Playlist Generation. RecSys (2015)
Andreu Vall, Marcin Skowron, Peter Knees, Markus Schedl
Improving Music Recommendations with a Weighted Factorization of the Tagging Activity. ISMIR (2015)
Markus Schedl, Andreu Vall, Katayoun Farrahi
User geospatial context for music recommendation in microblogs. SIGIR (2014)
Katayoun Farrahi, Markus Schedl, Andreu Vall, David Hauger, Marko Tkalcic
Impact of Listening Behavior on Music Recommendation. ISMIR (2014)