Raúl Santos‐Rodríguez - Publications, H-index & Citations

Back

Raúl Santos‐Rodríguez

university of bristol

21H-index

211Paper Count

1.9KCitation Count

Published Papers 15

Publication Date

Enabling fast greenhouse gas emissions inference from satellites with GATES: a Graph-Neural-Network Atmospheric Transport Emulation System

Geoscientific Model Development

IF4.9

2026-03-11

OAAI

Elena Fillola; Raul Santos-Rodriguez; Rachel Tunnicliffe; Jeffrey N. Clark; Nawid Keshtmand; Anita Ganesan; Matthew Rigby

Save

Capturing Requirements for a Data Annotation Tool for Intensive Care: Experimental User-Centered Design Study

human factors

IF3

2025-02-05

OAAI

Wac, Marceli; Santos-Rodriguez, Raul; Mcwilliams, Chris; Bourdeaux, Christopher

Save

Deep Learning for Downscaling Tropical Cyclone Rainfall to Hazard-Relevant Spatial Scales

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

IF3.4

2023-05-18

OAAI

Vosper, Emily; Watson, Peter; Harris, Lucy; McRae, Andrew; Santos-Rodriguez, Raul; Aitchison, Laurence; Mitchell, Dann

Save

Classifier calibration: a survey on how to assess and improve predicted class probabilities

MACHINE LEARNING

IF2.9

2023-05-16

OAAI

Silva Filho, Telmo; Song, Hao; Perello-Nieto, Miquel; Santos-Rodriguez, Raul; Kull, Meelis; Flach, Peter

Save

Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES

IF5.1

2023-05-01

OAAI

Stawarz, Katarzyna; Katz, Dmitri; Ayobi, Amid; Marshall, Paul; Yamagata, Taku; -Rodriguez, Raul Santos; Flach, Peter; O'Kane, Aisling Ann

Save

A machine learning emulator for Lagrangian particle dispersion model footprints: a case study using NAME

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2023-04-12

OAAI

Fillola, Elena; Santos-Rodriguez, Raul; Manning, Alistair; O'Doherty, Simon; Rigby, Matt

Save

Human Activity Recognition Based on Dynamic Active Learning

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-04-01

PREAI

Bi, Haixia; Perello-Nieto, Miquel; Santos-Rodriguez, Raul; Flach, Peter

Save

Vesta: A digital health analytics platform for a smart home in a box

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2021-01-01

OAAI

McConville, Ryan; Archer, Gareth; Craddock, Ian; Kozlowski, Michal; Piechocki, Robert; Pope, James; Santos-Rodriguez, Raul

Save

Conditional t-SNE: more informative t-SNE embeddings

MACHINE LEARNING

IF2.9

2020-12-06

OAAI

Kang, Bo; Garcia Garcia, Dario; Lijffijt, Jefrey; Santos-Rodriguez, Raul; De Bie, Tijl

Save

Recycling weak labels for multiclass classification

NEUROCOMPUTING

IF6.5

2020-08-01

OAAI

Perello-Nieto, Miquel; Santos-Rodriguez, Raul; Garcia-Garcia, Dario; Cid-Sueiro, Jesus

Save

Scalable and efficient learning from crowds with Gaussian processes

INFORMATION FUSION

IF15.5

2019-12-01

OAAI

Morales-Alvarez, Pablo; Ruiz, Pablo; Santos-Rodriguez, Raul; Molina, Rafael; Katsaggelos, Aggelos K.

Save

Signal-to-noise ratio in reproducing kernel Hilbert spaces

PATTERN RECOGNITION LETTERS

IF3.3

2018-09-01

OAAI

Gomez-Chova, Luis; Santos-Rodriguez, Raul; Camps-Valls, Gustau

Save

Automatic Chord Estimation from Audio: A Review of the State of the Art

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2014-02-01

PREAI

McVicar, Matt; Santos-Rodriguez, Raul; Ni, Yizhao; De Bie, Tijl

Save

Cost-Sensitive Sequences of Bregman Divergences

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-12-01

PREAI

Santos-Rodriguez, Raul; Cid-Sueiro, Jesus

Save

Cost-sensitive learning based on Bregman divergences

MACHINE LEARNING

IF2.9

2009-07-23

OAAI

Santos-Rodriguez, Raul; Guerrero-Curieses, Alicia; Alaiz-Rodriguez, Rocio; Cid-Sueiro, Jesus

Save

Research Directions