Projects per year
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 1988Colaborador del Centro de Cálculo, Universitat Autònoma de Barcelona (UAB)
1 Jan 1985 → 1 Jan 1988Fingerprint
Dive into the research topics where Javier Serrano Garcia is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
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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.
1/05/18 → 30/04/21
Project
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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.
1/01/18 → 31/12/20
Project
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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, O., Soto Sanfiel, M. T., Vilaró Soler, A. & Walczak , A. B.
1/12/13 → 30/11/16
Project
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Online e-Inclusive Multilinguage Media for All
Orero, P., Casas Tost, H., Castellà Mate, J., Matamala, A., Rovira-Esteva, S., Serrano Garcia, J., Soler, O., Soto Sanfiel, M. T. & Vilaró Soler, A.
1/11/13 → 31/10/14
Project
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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., Sánchez Gijón, P., Serrano Garcia, J. & Torruella Casañas, J.
1/01/13 → 31/12/15
Project
Research output
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Novel imputation method using average code from autoencoders in clinical data
Macias, E., Serrano, J., Vicario, J. L. & Morell, A., 24 Jan 2021, In: European Signal Processing Conference. p. 1576-1579 4 p.Research output: Contribution to journal › Article › Research › peer-review
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Offline training for memristor-based neural networks
Boquet, G., Macias, E., Morell, A., Serrano, J., Miranda, E. & Vicario, J. L., 24 Jan 2021, In: European Signal Processing Conference. p. 1547-1551 5 p.Research output: Contribution to journal › Article › Research › peer-review
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Theoretical tuning of the autoencoder bottleneck layer dimension: A mutual information-based algorithm
Boquet, G., Macias, E., Morell, A., Serrano, J. & Vicario, J. L., 24 Jan 2021, In: European Signal Processing Conference. p. 1512-1516 5 p.Research output: Contribution to journal › Article › Research › peer-review
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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
10 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., May 2020, In: Informatics in Medicine Unlocked.Research output: Contribution to journal › Article › Research › peer-review