Javier Serrano Garcia

PhD Sciencie (Computer Science)

Phone93 581 1646, 93 581 2762
EmailJavier.Serrano@uab.cat

Edifici K. Campus de la UAB
08193 Bellaterra (Cerdanyola del Vallès)

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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Personal profile

Education/Academic qualification

Ph. D., Universitat Autònoma de Barcelona (UAB)

Award Date: 1 Dec 1994

Degree, Universitat Autònoma de Barcelona (UAB)

Award Date: 1 Jun 1988

External positions

Técnico informático

1 Jun 1988 → 1 Sep 1988

Colaborador del Centro de Cálculo, Universitat Autònoma de Barcelona (UAB)

1 Jan 1985 → 1 Jan 1988

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2 Active
16 Finished

WAKeMeUP: Wafers for Automotive and other Key applications using Memories, embedded in Ulsi Processors (WAKeMeUP)
Suñe Tarruella, J. F., Lopez Vicario, J., Miranda Castellano, E. A., Morell Perez, A., Morén Núñez, C. P., Muñoz Gorriz, J., Pedro Puig, M., Rodríguez Fernández, A. & Serrano Garcia, J.
European Commission
1/05/18 → 30/04/21
Project
Fabricación, caracterización, simulación, modelado y aplicaciones de dispositivos de conmutación resistiva
Miranda Castellano, E. A., Morell Perez, A., Boquet Pujadas, G., Macias Toro, E. H., Muñoz Gorriz, J., Lopez Vicario, J., Serrano Garcia, J. & Suñe Tarruella, J. F.
Ministerio de Economia y Competitividad (MINECO)
1/01/18 → 31/12/20
Project
Hybrid Broadcast Broadband for All. HBB4ALL.
Orero, P., Arumi Ribas, M., Casas Tost, H., Castellà Mate, J., Edo Julia, M., Mangiron Hevia, M. C., Matamala, A., Oliver Moreno, A., Rovira-Esteva, S., Serrano Garcia, J., Soler Vilageliu, O., Soto Sanfiel, M. T., Vilaró Soler, A. & Walczak , A. B.
European Commission
1/12/13 → 30/11/16
Project
Online e-Inclusive Multilinguage Media for All
Orero, P., Casas Tost, H., Castellà Mate, J., Matamala, A., Rovira-Esteva, S., Serrano Garcia, J., Soler Vilageliu, O., Soto Sanfiel, M. T. & Vilaró Soler, A.
Ministerio de Economia y Competitividad (MINECO)
1/11/13 → 31/10/14
Project
ACCESIBILIDAD LINGUISTICA Y SENSORIAL: TECNOLOGIAS PARA LAS VOCES SUPERPUESTAS Y LA AUDIODESCRIPCION
Matamala, A., Cabeza Cáceres, C., Baños Piñero, R., Cintas, J. D., Fernández Óscar, P., Fuentes Luque, A., Igareda, P., Rica Peromingo, J. P., Pablo Romero-Fresco, P., Valdeón García, R. A., Cabeza Cáceres, C., Delgado Flores, H., Fernández Alonso, E., Martin Mor, A., Sanchez Gijon, M. P., Serrano Garcia, J. & Torruella Casañas, J.
Ministerio de Economia y Competitividad (MINECO)
1/01/13 → 31/12/15
Project

221 Citations
8 h-Index
39 Article
21 Chapter
1 Commissioned report
1 Review article
2 More
- 1 Software
- 1 Working paper

A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection
Boquet, G., Morell, A., Serrano, J. & Vicario, J. L., 1 Jun 2020, In : Transportation Research Part C: Emerging Technologies. 115, 18 p., 102622.
Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus)
Mortality prediction enhancement in end-stage renal disease: A machine learning approach
Macias, E., Morell, A., Serrano, J., Vicario, J. L. & Ibeas, J., 2020, In : Informatics in Medicine Unlocked. 19, 100351.
Research output: Contribution to journal › Article › Research › peer-review

Open Access
Mortality prediction enhancement in end-stage renal disease: A machine learning approach
Macias, E., Morell, A., Serrano, J., Vicario, J. L. & Ibeas, J., May 2020, In : Informatics in Medicine Unlocked.
Research output: Contribution to journal › Article › Research › peer-review
Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method
Boquet, G., Vicario, J. L., Morell, A. & Serrano, J., May 2019, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 2882-2886 5 p.
Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus)
Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method
Boquet, G., Vicario, J. L., Morell, A. & Serrano, J., 2019, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
Research output: Chapter in Book › Chapter › Research › peer-review

4 Citations (Scopus)