Andres Ferraro

According to our database, Andres Ferraro authored at least 32 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Framework and Toolkit for Testing the Correctness of Recommendation Algorithms.

Lien Michiels, Robin Verachtert, Andres Ferraro, Kim Falk, Bart Goethals

Trans. Recomm. Syst., March, 2024

Measuring Commonality in Recommendation of Cultural Content to Strengthen Cultural Citizenship.

Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born

Trans. Recomm. Syst., March, 2024

MuRS 2024: 2nd Music Recommender Systems Workshop.

Andres Ferraro, Lorenzo Porcaro, Peter Knees, Christine Bauer

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation.

Andres Ferraro, Michael D. Ekstrand, Christine Bauer

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Talking to Your Recs: Multimodal Embeddings For Recommendation and Retrieval.

Sergio Oramas, Andres Ferraro, Álvaro Sarasúa, Fabien Gouyon

Proceedings of the 2nd Music Recommender Systems Workshop 2024 co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), 2024

2023

Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship.

Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born

CoRR, 2023

MuRS: Music Recommender Systems Workshop.

Andres Ferraro, Peter Knees, Massimo Quadrana, Tao Ye, Fabien Gouyon

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Contrastive Learning for Cross-Modal Artist Retrieval.

Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

2022

Sequential recommendation: A study on transformers, nearest neighbors and sampled metrics.

Sara Latifi, Dietmar Jannach, Andrés Ferraro

Inf. Sci., 2022

Offline Retrieval Evaluation Without Evaluation Metrics.

Fernando Diaz, Andres Ferraro

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact.

Peter Knees, Andres Ferraro, Moritz Hubler

Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship.

Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

Music recommender systems: taking into account the artists' perspective.

Andrés Ferraro

PhD thesis, 2021

Enriched Music Representations With Multiple Cross-Modal Contrastive Learning.

Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov

IEEE Signal Process. Lett., 2021

Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks.

Eduardo Fonseca, Andres Ferraro, Xavier Serra

CoRR, 2021

What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms.

Andres Ferraro, Xavier Serra, Christine Bauer

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging.

Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov

Proceedings of the IEEE International Conference on Acoustics, 2021

Break the Loop: Gender Imbalance in Music Recommenders.

Andres Ferraro, Xavier Serra, Christine Bauer

Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

Search a Great Leveler? Ensuring More Equitable Information Acquisition.

Stephann Makri, Dana McKay, George Buchanan, Shanton Chang, Dirk Lewandowski, Andrew MacFarlane, Lynne Cole, Sanne Vrijenhoek, Andrés Ferraro

Proceedings of the Information: Equity, Diversity, Inclusion, Justice, and Relevance, 2021

2020

Evaluation of CNN-based Automatic Music Tagging Models.

Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra

CoRR, 2020

Balancing Exposure and Relevance in Academic Search.

Andres Ferraro, Lorenzo Porcaro, Xavier Serra

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations.

Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra

Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

Exploring Longitudinal Effects of Session-based Recommendations.

Andres Ferraro, Dietmar Jannach, Xavier Serra

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging.

Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jay Ho Jeon, Jason Yoon

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Artist and style exposure bias in collaborative filtering based music recommendations.

Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jason Yoon

CoRR, 2019

Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution.

Andres Ferraro, Dmitry Bogdanov, Jay Ho Jeon, Jason Yoon, Xavier Serra

CoRR, 2019

Skip prediction using boosting trees based on acoustic features of tracks in sessions.

Andrés Ferraro, Dmitry Bogdanov, Xavier Serra

CoRR, 2019

Using offline metrics and user behavior analysis to combine multiple systems for music recommendation.

Andres Ferraro, Dmitry Bogdanov, Kyumin Choi, Xavier Serra

CoRR, 2019

Music cold-start and long-tail recommendation: bias in deep representations.

Andres Ferraro

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2018

Automatic playlist continuation using a hybrid recommender system combining features from text and audio.

Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra

Proceedings of the ACM Recommender Systems Challenge, 2018

On large-scale genre classification in symbolically encoded music by automatic identification of repeating patterns.

Andres Ferraro, Kjell Lemström

Proceedings of the 5th International Conference on Digital Libraries for Musicology, 2018

2017

Freesound Datasets: A Platform for the Creation of Open Audio Datasets.

Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017