Andres Ferraro

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Repeating Patterns

Recommender Systems

Top Venues

Trans. Recomm. Syst.

Publications

Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born
Measuring Commonality in Recommendation of Cultural Content to Strengthen Cultural Citizenship. Trans. Recomm. Syst. 2 (1) (2024)
Lien Michiels, Robin Verachtert, Andres Ferraro, Kim Falk, Bart Goethals
A Framework and Toolkit for Testing the Correctness of Recommendation Algorithms. Trans. Recomm. Syst. 2 (1) (2024)
Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born
Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship. CoRR (2023)
Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
Contrastive Learning for Cross-Modal Artist Retrieval. ISMIR (2023)
Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
Contrastive Learning for Cross-modal Artist Retrieval. CoRR (2023)
Andres Ferraro, Peter Knees, Massimo Quadrana, Tao Ye, Fabien Gouyon
MuRS: Music Recommender Systems Workshop. RecSys (2023)
Fernando Diaz, Andres Ferraro
Offline Retrieval Evaluation Without Evaluation Metrics. SIGIR (2022)
Fernando Diaz, Andres Ferraro
Offline Retrieval Evaluation Without Evaluation Metrics. CoRR (2022)
Peter Knees, Andres Ferraro, Moritz Hubler
Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact. MORS@RecSys (2022)
Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born
Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship. RecSys (2022)
Andres Ferraro, Gustavo Ferreira, Fernando Diaz, Georgina Born
Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship. CoRR (2022)
Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging. CoRR (2021)
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. IEEE Signal Process. Lett. 28 (2021)
Eduardo Fonseca, Andres Ferraro, Xavier Serra
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks. CoRR (2021)
Andres Ferraro, Xavier Serra, Christine Bauer
Break the Loop: Gender Imbalance in Music Recommenders. CHIIR (2021)
Andres Ferraro, Xavier Serra, Christine Bauer
What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms. INTERACT (2) (2021)
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
Enriched Music Representations with Multiple Cross-modal Contrastive Learning. CoRR (2021)
Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. ICASSP (2021)
Andres Ferraro, Xavier Serra, Christine Bauer
What is fair? Exploring the artists' perspective on the fairness of music streaming platforms. CoRR (2021)
Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jay Ho Jeon, Jason Yoon
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. EUSIPCO (2020)
Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra
Evaluation of CNN-based Automatic Music Tagging Models. CoRR (2020)
Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra
Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. ComplexRec-ImpactRS@RecSys (2020)
Andres Ferraro, Lorenzo Porcaro, Xavier Serra
Balancing Exposure and Relevance in Academic Search. TREC (2020)
Andres Ferraro, Dietmar Jannach, Xavier Serra
Exploring Longitudinal Effects of Session-based Recommendations. RecSys (2020)
Andres Ferraro, Dietmar Jannach, Xavier Serra
Exploring Longitudinal Effects of Session-based Recommendations. CoRR (2020)
Andres Ferraro, Dmitry Bogdanov, Jay Ho Jeon, Jason Yoon, Xavier Serra
Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution. CoRR (2019)
Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jason Yoon
Artist and style exposure bias in collaborative filtering based music recommendations. CoRR (2019)
Andres Ferraro
Music cold-start and long-tail recommendation: bias in deep representations. RecSys (2019)
Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. CoRR (2019)
Andres Ferraro, Kjell Lemström
On large-scale genre classification in symbolically encoded music by automatic identification of repeating patterns. CoRR (2019)
Andres Ferraro, Dmitry Bogdanov, Kyumin Choi, Xavier Serra
Using offline metrics and user behavior analysis to combine multiple systems for music recommendation. CoRR (2019)
Andres Ferraro, Kjell Lemström
On large-scale genre classification in symbolically encoded music by automatic identification of repeating patterns. DLfm (2018)
Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. RecSys Challenge (2018)
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR (2017)