Ramos Castro, Daniel daniel.ramos@uam.es
Publications
- Articles 54
- Books 1
- Book chapters 12
- Conferences 95
- Working papers 0
- Technical reports 0
- Research projects 51
- Supervised theses 4
- Patent or software license 0
Artificial intelligence and machine learning applications in the Spanish nuclear field
- Ramos, A
- Carrasco, A
- Fontanet, J
- Herranz, LE
- Ramos, D
- Díaz, M
- Zazo, JM
- Cabellos, O
- Moraleda, J
Nuclear Engineering And Design - 1/2/2024
10.1016/j.nucengdes.2023.112842 View at source
- ISSN 00295493
Adaptive temperature scaling for Robust calibration of deep neural networks
- Balanya SA
- Maroñas J
- Ramos D
Neural Computing & Applications - 1/1/2024
10.1007/s00521-024-09505-4 View at source
- ISSN 14333058
Score-based Bayesian network structure learning algorithms for modeling radioisotope levels in nuclear power plant reactors
- Ramirez-Hereza P
- Ramos D
- Toledano DT
- Gonzalez-Rodriguez J
- Ariza-Velazquez A
- Doncel N
Chemometrics And Intelligent Laboratory Systems - 15/6/2023
10.1016/j.chemolab.2023.104811 View at source
- ISSN 01697439
Gaussianization of LA-ICP-MS features to improve calibration in forensic glass comparison
- Ramirez-Hereza, Pablo
- Ramos, Daniel
- Maronas, Juan
- Balanya, Sergio A.
- Almirall, Jose;
Forensic Science International - 3/6/2023
10.1016/j.forsciint.2023.111735 View at source
- ISSN 03790738
Gaussian Processes for radiation dose prediction in nuclear power plant reactors
- Balanya SA
- Ramos D
- Ramirez-Hereza P
- Toledano DT
- Gonzalez-Rodriguez J
- Ariza-Velazquez A
- Vidal Orlovac J
- Doncel Gutiérrez N
Chemometrics And Intelligent Laboratory Systems - 15/11/2022
10.1016/j.chemolab.2022.104652 View at source
- ISSN 01697439
Validations of an alpha version of the E3 Forensic Speech Science System (E3FS3) core software tools
- Weber P
- Enzinger E
- Labrador B
- Lozano-Díez A
- Ramos D
- González-Rodríguez J
- Morrison GS
Forensic Science International: Synergy - 1/1/2022
10.1016/j.fsisyn.2022.100223 View at source
- ISSN 2589871X
A strawman with machine learning for a brain: A response to Biedermann (2022) the strange persistence of (source) “identification” claims in forensic literature
- Morrison GS
- Ramos D
- Ypma RJ
- Basu N
- de Bie K
- Enzinger E
- Geradts Z
- Meuwly D
- van der Vloed D
- Vergeer P
- Weber P
Forensic Science International: Synergy - 1/1/2022
10.1016/j.fsisyn.2022.100230 View at source
- ISSN 2589871X
Dynamic Bayesian networks for temporal prediction of chemical radioisotope levels in nuclear power plant reactors
- Ramos D
- Ramirez-Hereza P
- Toledano DT
- Gonzalez-Rodriguez J
- Ariza-Velazquez A
- Solis-Tovar D
- Muñoz-Reja C
Chemometrics And Intelligent Laboratory Systems - 15/7/2021
10.1016/j.chemolab.2021.104327 View at source
- ISSN 01697439
An analysis of sound event detection under acoustic degradation using multi-resolution systems
- de Benito-Gorrón D
- Ramos D
- Toledano DT
Applied Sciences-Basel - 1/12/2021
10.3390/app112311561 View at source
- ISSN 20763417
A Multi-Resolution CRNN-Based Approach for Semi-Supervised Sound Event Detection in DCASE 2020 Challenge
- de Benito-Gorron, Diego
- Ramos, Daniel
- Toledano, Doroteo T.;
IEEE Access (p. 89029-89042) - 1/1/2021
10.1109/access.2021.3088949 View at source
- ISSN 21693536
Fundamentals of voice biometrics: Classical and machine learning approaches
- Lozano-Diez A
- Gonzalez-Rodriguez J
- Ramos D
- Toledano DT
Voice Biometrics: Technology, Trust And Security (p. 7-38) - 1/1/2021
Statistical Models in Forensic Voice Comparison
- Morrison Geoffrey, S.
- Ewald, E.
- Ramos, D.
- González-Rodríguez, J.
- Lozano-Díez, A.
Handbook Of Forensic Statistics (p. 451-497) - 6/11/2020
Validation of forensic automatic likelihood ratio methods
- Ramos, D.
- Didier, M.
- Haraksim, R.
- Berger, C.
(p. 143-162) - 6/11/2020
From biometric scores to forensic likelihood ratios
- Ramos Castro, Daniel
- Krish, Ram P
- Fiérrez Aguilar, Julián
- Meuwly, Didier
Advances In Computer Vision And Pattern Recognition (p. 305-327) - 1/1/2017
10.1007/978-3-319-50673-9_14 View at source
- ISSN 21916594
- iMarina
- iMarina
Speech Analysis
- Torre Toledano, Doroteo
- Ramos Castro, Daniel
- Gonzalez Dominguez, Javier
- Gonzalez Rodriguez, Joaquin
Encyclopedia Of Biometrics (p. 1487-1493) - 1/1/2015
Speaker Features
- Ramos Castro, Daniel
- Gonzalez Dominguez, Javier
- Torre Toledano, Doroteo
- Gonzalez Rodriguez, Joaquin
Encyclopedia Of Biometrics (p. 1455-1459) - 1/1/2015
Fine-grained Automatic Speaker Recognition Using Cepstral Trajectories in Phone Units
- Franco-Pedroso, Javier
- Gonzalez Rodriguez, Joaquin
- Gonzalez Dominguez, Javier
- Ramos Castro, Daniel
Quantitative Approches To Problems In Linguistics, Studies In Honour Of Phil Rose (p. 185-196) - 1/1/2012
- iMarina
Model ilorazu wiarygodnosci sluzacy do analizy danych fizykochemicznych w przypadku wystepowania brakujacych danych
- Zadora, Grzegorz
- Neocleous, T
- Ramos Castro, Daniel
Chemometria W Nauce I Praktyce (p. 197-208) - 1/1/2009
- iMarina
Speaker Features
- Ramos Castro, Daniel
- Gonzalez Dominguez, Javier
- Torre Toledano, Doroteo
- Gonzalez Rodriguez, Joaquin
Encyclopedia Of Biometrics (p. 1254-1258) - 1/1/2009
Detecting invalid samples in hand geometry verification through geometric measurements
- Burgues J
- Fierrez J
- Ramos D
- Puertas M
- Ortega-Garcia J
Emerging Techniques And Challenges For Hand-Based Biometrics, Etchb 2010 - 22/10/2010
10.1109/etchb.2010.5559296 View at source
- ISBN 9781424470631
Classification of glass traces - an application of empirical cross-entropy approach for evaluation of likelihood ratios models
- Zadora, Grzegorz
- Ramos Castro, Daniel
Proceedings of XII Chemometrics in Analytical Chemistry Conference (p. 174-174) - 18/10/2010
- iMarina
Score-level Compensation of Extreme Speech Duration Variability in Speaker Verification
- Perez-Gomez, Sergio
- Ramos, Daniel
- Gonzalez-Dominguez, Javier
- Gonzalez-Rodriguez, Joaquin;
11th Annual Conference Of The International Speech Communication Association 2010 (Interspeech 2010), Vols 1-2 (p. 374-377) - 1/1/2010
- iMarina
ATVS-UAM System at NIST Speaker Recognition Evaluation 2010
- Gonzalez Rodriguez, Joaquin
- Gonzalez Dominguez, Javier
- Ramos Castro, Daniel
- Torre Toledano, Doroteo
1/1/2010
- iMarina
ATVS-UAM Participation at NIST Human-Assisted Speaker Recognition Evaluation 2010
- Gonzalez Rodriguez, Joaquin
- Ramos Castro, Daniel
1/1/2010
- iMarina
Score-level Compensation of Extreme Speech Duration Variability in Speaker Verification
- Perez-Gomez, Sergio
- Ramos, Daniel
- Gonzalez-Dominguez, Javier
- Gonzalez-Rodriguez, Joaquin;
Proceedings Of The 11th Annual Conference Of The International Speech Communication Association, Interspeech 2010 (p. 374-377) - 1/1/2010
- iMarina
Analysis of the Utility of Classical and Novel Speech Quality Measures for Speaker Verification
- Harriero, Alberto
- Ramos, Daniel
- Gonzalez-Rodriguez, Joaquin
- Fierrez, Julian;
Lecture Notes In Computer Science (p. 434-442) - 14/9/2009
10.1007/978-3-642-01793-3_45 View at source
- ISSN 03029743
- iMarina
- iMarina
Support Vector Machine Regression for Robust Speaker Verification in Mismatching and Forensic Conditions
- Mateos-Garcia, Ismael
- Ramos, Daniel
- Lopez-Moreno, Ignacio
- Gonzalez-Rodriguez, Joaquin
Lecture Notes In Computer Science (p. 484-493) - 14/9/2009
10.1007/978-3-642-01793-3_50 View at source
- ISSN 03029743
- iMarina
- iMarina
Multilevel and channel compensated language recognition: ATVS system at NIST LRE 2009
- Gonzalez Dominguez, Javier
- Lopez-Moreno, Ignacio
- Franco-Pedroso, Javier
- Ramos Castro, Daniel
- Torre Toledano, Doroteo
- Gonzalez Rodriguez, Joaquin
3/9/2009
- iMarina
This researcher has no working papers.
This researcher has no technical reports.
APRENDIZAJE PROFUNDO SEMI-SUPERVISADO Y MULTI-TAREA PARA PROCESAMIENTO DE VOZ Y AUDIO
- Ramos Castro, Daniel (Investigador principal (IP))
- Torre Toledano, Doroteo (Investigador principal (IP))
- Álvarez Trejos, Juan Ignacio (Contratado/a)
Period: 01-09-2022 - 31-08-2025
Type of funding: National
Amount of funding: 267168,00 Euros.
- iMarina
Aprendizaje profundo en voz para aplicaciones forenses y de seguridad
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Ramos Castro, Daniel (Investigador principal (IP))
- Torre Toledano, Doroteo (Investigador principal (IP))
Period: 01-01-2019 - 30-09-2022
Type of funding: National
Amount of funding: 96800,00 Euros.
- iMarina
Caracterización, modelado y compensación de variabilidad en la señal de voz
- Ruben Zazo Candil (Investigador/a)
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Gonzalez Dominguez, Javier (Investigador/a)
- Javier Franco Pedroso (Investigador/a)
- Daniel Tapias Merino (Investigador/a)
- Ramos Castro, Daniel (Investigador/a)
- Torre Toledano, Doroteo (Investigador principal (IP))
Period: 01-01-2013 - 31-12-2015
Type of funding: National
Amount of funding: 63180,00 Euros.
- iMarina
Integrating biometrics and forensics for the digital age
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 01-12-2011 - 30-11-2015
- iMarina
Análisis de evidencias forenses mediante técnicas estadísticas bayesianas.
- Maria Puertas Calvo (Investigador/a)
- Fierrez Aguilar, Julian (Investigador/a)
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Ortega Garcia, Javier (Investigador/a)
- Torre Toledano, Doroteo (Investigador/a)
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 01-01-2011 - 31-12-2011
- iMarina
Protocolo de adquisición de base de datos para biometría vocal
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 01-01-2011 - 01-01-2012
- iMarina
Definición de protocolo para realizar pericias en biometría de voz
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 01-01-2011 - 01-01-2012
- iMarina
TABULA RASA: Trusted Biometrics under Spoofing Attacks
- Ramos Castro, Daniel (Investigador/a)
- Fierrez Aguilar, Julian (Investigador principal (IP))
- Ortega Garcia, Javier (Investigador/a)
Period: 01-08-2010 - 31-07-2013
- iMarina
Making demonstrably reliable forensic voice comparison a practical everyday reality in Australia
- Gonzalez Rodriguez, Joaquin (Investigador principal (IP))
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 01-07-2010 - 30-06-2013
- iMarina
Asistencia técnica consistente en el estudio del estado del arte en reconocimiento biométrico por huella palmar y el análisis de las posibles fuentes de degradación del rendimiento en condiciones forenses
- Ortega Garcia, Javier (Investigador/a)
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 09-12-2010 - 10-12-2011
- iMarina
Modeling uncertainty for reliable probabilistic modeling in deep learning and beyond
- Hernandez Lobato, Daniel (Autor o Coautor)
- Ramos Castro, Daniel (Director)
1/1/2022
- iMarina
Fingerprint recognition for forensic applications
- Fierrez Aguilar, Julian (Director)
- Ramos Castro, Daniel (Codirector) Doctorando: Krishnamoorthy, Ram Prasad
1/5/2015
- iMarina
Combination and Evaluation of Palmprint Evidence for Forensic Applications
- Ramos Castro, Daniel (Director)
1/12/2013
- iMarina
Palmprint recognition for forensic applications=Reconocimiento de huella palmar para aplicaciones forenses
- Ortega Garcia, Javier (Autor o Coautor)
- Ramos Castro, Daniel (Director)
- Fierrez Aguilar, Julian (Director) Doctorando: Wang, Ruifang
1/1/2013
- iMarina
This researcher has no patents or software licenses.
Research groups
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Audias - Audio, Data Intelligence And Speech
Role: Miembro
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