Raúl Santos-Rodriguez

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Ensemble Methods

Polyphonic Music

Substantially Higher

Component Analysis

Top Venues

Publications

Alexander Hepburn, Raúl Santos-Rodriguez, Javier Portilla
Evaluating Perceptual Distances by Fitting Binomial Distributions to Two-Alternative Forced Choice Data. CoRR (2024)
Marceli Wac, Raúl Santos-Rodriguez, Chris McWilliams, Christopher P. Bourdeaux
Strategies for engaging clinical participants in the co-design of software for healthcare domains. CoRR (2023)
Jeffrey N. Clark, Edward A. Small, Nawid Keshtmand, Michelle W. L. Wan, Elena Fillola Mayoral, Enrico Werner, Christopher P. Bourdeaux, Raúl Santos-Rodriguez
TraCE: Trajectory Counterfactual Explanation Scores. CoRR (2023)
Amarpal Sahota, Amber Roguski, Matthew W. Jones, Michal Rolinski, Alan L. Whone, Raúl Santos-Rodriguez, Zahraa S. Abdallah
A Time Series Approach to Parkinson's Disease Classification from EEG. CoRR (2023)
Raúl Santos-Rodriguez
Keynote: Training with imperfect and weak labels. PerCom Workshops (2021)
Rafael Poyiadzi, Kacper Sokol, Raúl Santos-Rodriguez, Tijl De Bie, Peter A. Flach
FACE: Feasible and Actionable Counterfactual Explanations. CoRR (2019)
Atis Elsts, Ryan McConville, Xenofon Fafoutis, Niall Twomey, Robert J. Piechocki, Raúl Santos-Rodriguez, Ian Craddock
On-Board Feature Extraction from Acceleration Data for Activity Recognition. EWSN (2018)
Ryan McConville, Gareth Archer, Ian Craddock, Herman J. ter Horst, Robert J. Piechocki, James Pope, Raúl Santos-Rodriguez
Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable. CoRR (2018)
Matt McVicar, Raúl Santos-Rodriguez, Tijl De Bie
Learning to separate vocals from polyphonic mixtures via ensemble methods and structured output prediction. ICASSP (2016)
Tijl De Bie, Jefrey Lijffijt, Cédric Mesnage, Raúl Santos-Rodriguez
Detecting trends in twitter time series. MLSP (2016)
Bo Kang, Jefrey Lijffijt, Raúl Santos-Rodriguez, Tijl De Bie
Subjectively Interesting Component Analysis: Data Projections that Contrast with Prior Expectations. KDD (2016)
Tijl De Bie, Jefrey Lijffijt, Raúl Santos-Rodriguez, Bo Kang
Informative Data Projections: A Framework and Two Examples. CoRR (2015)
Matt McVicar, Raúl Santos-Rodriguez, Yizhao Ni, Tijl De Bie
Automatic Chord Estimation from Audio: A Review of the State of the Art. IEEE ACM Trans. Audio Speech Lang. Process. 22 (2) (2014)
Yizhao Ni, Matt McVicar, Raúl Santos-Rodriguez, Tijl De Bie
Using Hyper-genre Training to Explore Genre Information for Automatic Chord Estimation. ISMIR (2012)
Yizhao Ni, Matt McVicar, Raúl Santos-Rodriguez, Tijl De Bie
An End-to-End Machine Learning System for Harmonic Analysis of Music. IEEE Trans. Speech Audio Process. 20 (6) (2012)
Matt McVicar, Yizhao Ni, Tijl De Bie, Raúl Santos-Rodriguez
Leveraging Noisy Online Databases for Use in Chord Recognition. ISMIR (2011)
Yizhao Ni, Matt McVicar, Raúl Santos-Rodriguez, Tijl De Bie
An end-to-end machine learning system for harmonic analysis of music CoRR (2011)
Yizhao Ni, Matt McVicar, Raúl Santos-Rodriguez, Tijl De Bie
Meta-song evaluation for chord recognition CoRR (2011)