Rubén Fernández Pozo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Obstructive Sleep Apnea

Service Quality

Transport Systems

Hierarchical Agglomerative

Top Venues

IEEE Trans. Intell. Transp. Syst.

Comput. Math. Methods Medicine

Publications

Juan José Vinagre-Díaz, Rubén Fernández Pozo, Ana Belén Rodríguez-González, Mark Richard Wilby
Time-Based Utilization Rate of the Fleet: Measuring Deep Inefficiencies in E-Scooter Services in Atlanta and Rome. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Sara Hernández Sánchez, Rubén Fernández Pozo, Luis Alfonso Hernández Gómez
Driver Identification and Verification From Smartphone Accelerometers Using Deep Neural Networks. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Rubén Fernández Pozo, Ana Belén Rodríguez-González, Mark Richard Wilby, Juan José Vinagre-Díaz
Analysis of Extended Information Provided by Bluetooth Traffic Monitoring Systems to Enhance Short-Term Level of Service Prediction. Sensors 22 (12) (2022)
Rubén Fernández Pozo, Ana Belén Rodríguez-González, Mark Richard Wilby, Juan José Vinagre-Díaz, Miguel Viana Matesanz
Prediction of On-Street Parking Level of Service Based on Random Undersampling Decision Trees. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Ana Belén Rodríguez-González, Juan José Vinagre-Díaz, Mark Richard Wilby, Rubén Fernández Pozo
Data-Driven Performance Evaluation Framework for Multi-Modal Public Transport Systems. Sensors 22 (1) (2022)
Mark Richard Wilby, Ana Belén Rodríguez-González, Rubén Fernández Pozo, Juan José Vinagre-Díaz
Short-Term Prediction of Level of Service in Highways Based on Bluetooth Identification. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Ana Belén Rodríguez-González, Mark Richard Wilby, Juan José Vinagre-Díaz, Rubén Fernández Pozo
Characterization of COVID-19's Impact on Mobility and Short-Term Prediction of Public Transport Demand in a Mid-Size City in Spain. Sensors 21 (19) (2021)
Mark Richard Wilby, Juan José Vinagre-Díaz, Rubén Fernández Pozo, Ana Belén Rodríguez-González, José Manuel Vassallo, Carmen Sánchez Ávila
Data-Driven Analysis of Bicycle Sharing Systems as Public Transport Systems Based on a Trip Index Classification. Sensors 20 (15) (2020)
Juan José Vinagre-Díaz, Rubén Fernández Pozo, Ana Belén Rodríguez-González, Mark Richard Wilby, Carmen Sánchez Ávila
Hierarchical Agglomerative Clustering of Bicycle Sharing Stations Based on Ultra-Light Edge Computing. Sensors 20 (12) (2020)
Sara Hernández Sánchez, Rubén Fernández Pozo, Luis Alfonso Hernández Gómez
Deep Neural Networks for Driver Identification Using Accelerometer Signals from Smartphones. BIS (2) (2019)
Sara Hernández Sánchez, Rubén Fernández Pozo, Luis A. Hernández Gómez
Estimating Vehicle Movement Direction from Smartphone Accelerometers Using Deep Neural Networks. Sensors 18 (8) (2018)
Fernando Espinoza-Cuadros, Rubén Fernández Pozo, Doroteo T. Toledano, José Alcázar Ramírez, Eduardo López Gonzalo, Luis A. Hernández Gómez
Speech Signal and Facial Image Processing for Obstructive Sleep Apnea Assessment. Comput. Math. Methods Medicine 2015 (2015)
Ana Montero Benavides, Rubén Fernández Pozo, Doroteo T. Toledano, José Luis Blanco Murillo, Eduardo López Gonzalo, Luis A. Hernández Gómez
Analysis of voice features related to obstructive sleep apnoea and their application in diagnosis support. Comput. Speech Lang. 28 (2) (2014)
José Luis Blanco Murillo, Luis A. Hernández Gómez, Rubén Fernández Pozo, Daniel Ramos
Improving Automatic Detection of Obstructive Sleep Apnea Through Nonlinear Analysis of Sustained Speech. Cogn. Comput. 5 (4) (2013)
Ana Montero Benavides, José Luis Blanco Murillo, Alejandra Fernández, Rubén Fernández Pozo, Doroteo Torre Toledano, Luis A. Hernández Gómez
Using HMM to Detect Speakers with Severe Obstructive Sleep Apnoea Syndrome. IberSPEECH (2012)
José Luis Blanco Murillo, Luis A. Hernández Gómez, Rubén Fernández Pozo, Daniel Ramos
Introducing Non-linear Analysis into Sustained Speech Characterization to Improve Sleep Apnea Detection. NOLISP (2011)
José Luis Blanco Murillo, Rubén Fernández Pozo, Doroteo Torre Toledano, Javier Caminero, Eduardo López
Analyzing Training Dependencies and Posterior Fusion in Discriminant Classification of Apnea Patients Based on Sustained and Connected Speech. INTERSPEECH (2011)
Rubén Fernández Pozo, José Luis Blanco Murillo, Luis A. Hernández Gómez, Eduardo López Gonzalo, José Alcázar Ramírez, Doroteo Torre Toledano
Severe Apnoea Detection using Speaker Recognition Techniques. BIOSIGNALS (2009)
Rubén Fernández Pozo, José Luis Blanco Murillo, Luis A. Hernández Gómez, Eduardo López Gonzalo, José Alcázar Ramírez, Doroteo T. Toledano
Assessment of Severe Apnoea through Voice Analysis, Automatic Speech, and Speaker Recognition Techniques. EURASIP J. Adv. Signal Process. 2009 (2009)
Rubén Fernández Pozo, José Luis Blanco Murillo, David Díaz Ramírez, Luis A. Hernández Gómez, Eduardo López, José Alcázar
Early Detection of Severe Apnoea through Voice Analysis and Automatic Speaker Recognition Techniques. BIOSTEC (Selected Papers) (2009)
José Luis Blanco Murillo, Rubén Fernández Pozo, David Díaz Pardo de Vera, Álvaro Sigüenza, Luis A. Hernández Gómez, José Alcázar Ramírez
Analyzing GMMs to characterize resonance anomalies in speakers suffering from apnoea. INTERSPEECH (2009)
Doroteo T. Toledano, Daniel Hernández López, Cristina Esteve-Elizalde, Joaquin Gonzalez-Rodriguez, Rubén Fernández Pozo, Luis A. Hernández Gómez
MAP and sub-word level t-norm for text-dependent speaker recognition. INTERSPEECH (2008)
Rubén Fernández Pozo, Luis A. Hernández Gómez, Eduardo López Gonzalo, José Alcázar Ramírez, Guillermo Portillo, Doroteo T. Toledano
Design of a Multimodal Database for Research on Automatic Detection of Severe Apnoea Cases. LREC (2008)
Álvaro Hernández Trapote, Beatriz López-Mencía, David Díaz Pardo de Vera, Rubén Fernández Pozo, Javier Caminero
Embodied conversational agents for voice-biometric interfaces. ICMI (2008)
Doroteo T. Toledano, Cristina Esteve-Elizalde, Joaquín González-Rodríguez, Rubén Fernández Pozo, Luis A. Hernández Gómez
Phoneme and sub-phoneme t-normalization for text-dependent speaker recognition. Odyssey (2008)
Doroteo T. Toledano, Álvaro Hernández Trapote, David Díaz Pardo de Vera, Rubén Fernández Pozo, Luis A. Hernández Gómez
Beyond objective performance evaluation in multimodal biometric systems. Ann. des Télécommunications 62 (1-2) (2007)
Doroteo T. Toledano, Rubén Fernández Pozo, Álvaro Hernández Trapote, Luis A. Hernández Gómez
Usability evaluation of multi-modal biometric verification systems. Interact. Comput. 18 (5) (2006)