Personal information

Activities

Employment (5)

Universidad Europea de Madrid: Madrid, ES

2021 to present | Lecturer (Escuela de Arquitectura, Ingeniería, Ciencia y Computación - STEAM)
Employment
Source: Self-asserted source
David Díaz-Vico

Freelance: Madrid, Madrid, ES

2014 to present | Lecturer (Escuela de Organización Industrial, Universidad de Alcalá)
Employment
Source: Self-asserted source
David Díaz-Vico

Instituto de Ingeniería del Conocimiento: Madrid, Madrid, ES

2014 to 2022 | Data Scientist (Ingeniería Algorítmica)
Employment
Source: Self-asserted source
David Díaz-Vico

Telefónica I+D: Madrid, Madrid, ES

2012 to 2014 | R&D Staff Member (Data Science)
Employment
Source: Self-asserted source
David Díaz-Vico

Accenture: Madrid, Madrid, ES

2011 to 2012 | Analyst (Neo Metrics)
Employment
Source: Self-asserted source
David Díaz-Vico

Education and qualifications (5)

Universidad Autónoma de Madrid: Madrid, Madrid, ES

2014 to 2020 | Doctor en Ingeniería Informática y de Telecomunicación (Ingeniería Informática)
Education
Source: Self-asserted source
David Díaz-Vico

Universidad Autónoma de Madrid: Madrid, Madrid, ES

2010 to 2012 | Máster en Matemáticas (Matemáticas)
Education
Source: Self-asserted source
David Díaz-Vico

Universidad Autónoma de Madrid: Madrid, Madrid, ES

2010 to 2012 | Máster en Ingeniería Informática y de Telecomunicación (Ingeniería Informática)
Education
Source: Self-asserted source
David Díaz-Vico

Universidad Autónoma de Madrid: Madrid, Madrid, ES

2005 to 2010 | Licenciado en Matemáticas (Matemáticas)
Education
Source: Self-asserted source
David Díaz-Vico

Universidad Autónoma de Madrid: Madrid, Madrid, ES

2001 to 2006 | Ingeniero en Informática (Ingeniería Informática)
Education
Source: Self-asserted source
David Díaz-Vico

Works (13)

Companion Losses for Ordinal Regression

Lecture Notes in Computer Science
2022 | Book chapter
Part of ISBN: 9783031154706
Part of ISBN: 9783031154713
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: David Díaz-Vico; Angela Fernández; José R. Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Companion Losses for Deep Neural Networks

Lecture Notes in Computer Science
2021 | Book chapter
Part of ISBN: 9783030862701
Part of ISBN: 9783030862718
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: David Díaz-Vico; Angela Fernández; José R. Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Deep learning applied to regression, classification and feature transformation problems

2021 | Dissertation or Thesis
Contributors: David Díaz-Vico
Source: Self-asserted source
David Díaz-Vico

Deep least squares fisher discriminant analysis

IEEE Transactions on Neural Networks and Learning Systems
2020 | Journal article
EID:

2-s2.0-85089125961

Part of ISSN: 21622388 2162237X
Contributors: Diaz-Vico, D.; Dorronsoro, J.R.
Source: Self-asserted source
David Díaz-Vico via Scopus - Elsevier
grade
Preferred source (of 2)‎

Deep support vector neural networks

Integrated Computer-Aided Engineering
2020-09-11 | Journal article
Part of ISSN: 1069-2509
Part of ISSN: 1875-8835
Contributors: David Díaz-Vico; Jesús Prada; Adil Omari; José Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Deep Support Vector Classification and Regression

From Bioinspired Systems and Biomedical Applications to Machine Learning
2019 | Book chapter
Part of ISBN: 9783030196509
Part of ISBN: 9783030196516
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: David Díaz-Vico; Jesús Prada; Adil Omari; José R. Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Deep MLPs for Imbalanced Classification

2018 International Joint Conference on Neural Networks (IJCNN)
2018-07 | Conference paper
Contributors: David Diaz-Vico; Anibal R. Figueiras-Vidal; Jose R. Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Deep Fisher Discriminant Analysis

Advances in Computational Intelligence
2017 | Book chapter
Part of ISBN: 9783319591469
Part of ISBN: 9783319591476
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: David Díaz-Vico; Adil Omari; Alberto Torres-Barrán; José Ramón Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Deep Neural Networks for Wind and Solar Energy Prediction

Neural Processing Letters
2017-12 | Journal article
Part of ISSN: 1370-4621
Part of ISSN: 1573-773X
Contributors: David Díaz–Vico; Alberto Torres–Barrán; Adil Omari; José R. Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Deep Neural Networks for Wind Energy Prediction

Advances in Computational Intelligence
2015 | Book chapter
Part of ISBN: 9783319192574
Part of ISBN: 9783319192581
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: David Díaz; Alberto Torres; José R. Dorronsoro
Source: Self-asserted source
David Díaz-Vico
grade
Preferred source (of 2)‎

Sparse one hidden layer MLPs

22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings
2014 | Conference paper
EID:

2-s2.0-84962016923

Part of ISBN: 9782874190957
Contributors: Torres, A.; Díaz, D.; Dorronsoro, J.R.
Source: Self-asserted source
David Díaz-Vico via Scopus - Elsevier

Deep neural networks

2012 | Dissertation or Thesis
Contributors: David Díaz-Vico
Source: Self-asserted source
David Díaz-Vico

Method and device for locating network activity in cellular communication networks

Patent
Contributors: David Díaz-Vico
Source: Self-asserted source
David Díaz-Vico

Peer review (1 review for 1 publication/grant)

Review activity for SN Applied Sciences (1)