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Author profile at the institutional portal

Camacho Fernandez, David david.camacho@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Scientific and Physics-Informed Machine Learning for Industrial Applications

  • Piccialli, F
  • Giampaolo, F
  • Camacho, D
  • Mei, G

Ieee Transactions On Industrial Informatics (p. 2161-2164) - 1/1/2023

10.1109/tii.2022.3215432 View at source

  • ISSN 15513203

SILT: Efficient transformer training for inter-lingual inference

  • Huertas-Tato J
  • Martín A
  • Camacho D

Expert Systems With Applications - 15/8/2022

10.1016/j.eswa.2022.116923 View at source

  • ISSN 09574174

SAVE IT: Saving the dream of a grassroots sport based on values

  • R Menéndez-Ferreira
  • M Gómez
  • D Camacho

Ceur Workshop Proceedings - 1/1/2017

  • ISSN 16130073
  • iMarina

Roboskeleton: An architecture for coordinating robot soccer agents

  • Camacho, D
  • Fernandez, F
  • Rodelgo, MA;

Engineering Applications Of Artificial Intelligence (p. 179-188) - 1/3/2006

10.1016/j.engappai.2005.07.002 View at source

  • ISSN 09521976

Reducing the Loss of Information through Annealing Text Distortion

  • Granados Fontecha, Ana
  • Cebrián, M.
  • Camacho Fernandez, David
  • De Borja Rodríguez, F.

Ieee Transactions On Knowledge And Data Engineering (p. 1090-1102) - 31/10/2011

10.1109/tkde.2010.173 View at source

  • EISSN 1558-2191
  • ISSN 10414347

Recent trends and advances in machine learning challenges and applications for industry 4.0

  • Rodriguez-Fernandez, V
  • Camacho, D

Expert Systems - 1/2/2024

10.1111/exsy.13506 View at source

  • ISSN 14680394

Recent advances on effective and efficient deep learning-based solutions

  • Martin, Alejandro
  • Camacho, David;

Neural Computing & Applications (p. 10205-10210) - 25/5/2022

10.1007/s00521-022-07344-9 View at source

  • ISSN 14333058

Real-Time Traffic Flow Management Based on Inter-Object Communication: a Case Study at Intersection

  • Bui K., Camacho D., Jung J.

Mobile Networks & Applications (p. 1-12) - 1/8/2017

10.1007/s11036-016-0800-y View at source

  • ISSN 1383469X

Real-Time Multi-Class Classification of Respiratory Diseases Through Dimensional Data Combinations

  • Kim, Y
  • Camacho, D
  • Choi, C

Cognitive Computation (p. 776-787) - 1/3/2024

10.1007/s12559-023-10228-2 View at source

  • ISSN 18669956

R-Moreno

  • DF Barrero
  • D Camacho

Communications Of The Acm - 1/1/2010

  • ISSN 00010782
  • iMarina

Utilización de técnicas de clustering para mejorar la detección de meta-topics en conjuntos de datos extraidos de Twitter

  • Carlos Delgado Calle

1/1/2015

  • iMarina

Una Técnica de Particionamiento para Reducir la Sobrecarga por Comunicaciones en Codiseño

  • JA Maestro
  • D Mozos
  • D Camacho

1/1/1999

  • iMarina

Study of artificial intelligence algorithms applied to the generation of non-playable characters in arcade games

  • Daniel Garduño Hernández

1/1/2017

  • iMarina

Soft Computing Models in Industrial and Environmental Applications, 5th International Workshop (SOCO 2010)

  • Emilio Corchado
  • Paulo Novais
  • Cesar Analide
  • Javier Sedano

1/1/2010

  • iMarina

Semantic Wrappers for Semi-Structured Data Extraction 1

  • David Camacho
  • Maria D R-moreno
  • David F Barrero

1/1/2008

  • iMarina

SHAMASH-a Knowledge-Based System for Business Process Reengineering

  • David Camacho
  • Ricardo Aler
  • Daniel Borrajo
  • Jose Ignacio Giraldez
  • Almudena Sierra

1/1/2007

  • iMarina

Rule-Based Parsing for Web Data Extraction

  • Camacho David
  • Aler Ricardo
  • Cuadrado Juan

1/1/2004

  • iMarina

Reliability of performance measures in tree-based genetic programming: a study on koza's computational effort

  • David Fernández Barrero

1/1/2011

  • iMarina

Recent Developments in Computational Collective Intelligence

  • Amelia Badica
  • Bogdan Trawinski
  • Ngoc Thanh Nguyen

1/1/2013

  • iMarina

Programación, algoritmos y ejercicios resueltos en Java

  • José María Valls Ferrán
  • David Camacho Fernández

1/1/2003

  • iMarina

Un Algoritmo Memético, con búsqueda local basada en Label Propagation, para detectar comunidades en redes dinámicas

  • Panizo, Ángel
  • Bello Orgaz, Gema
  • Ortega, Alfonso
  • Camacho Fernández, David

Xviii Conferencia De La Asociación Española Para La Inteligencia Artificial (Caepia 2018) 23-26 De Octubre De 2018 Granada, España (p. 995-1000) - 1/1/2018

  • iMarina

Rule-Based Parsing for Web Data Extraction

  • David Camacho
  • Ricardo Aler
  • Juan Cuadrado

In Data Warehousing And Mining: Concepts, Methodologies, Tools And Applications (p. 469-484) - 1/1/2008

10.4018/978-1-59904-951-9.ch034 View at source

Online Gamers Classification Using K-means

  • Palero, Fernando
  • Ramirez-Atencia, Cristian
  • Camacho, David;

Intelligent Distributed Computing Viii (p. 201-208) - 1/1/2015

10.1007/978-3-319-10422-5_22 View at source

  • ISSN 1860949X

Modelos de generación automática de código en el aula: implicaciones en la evaluación de tareas de programación

  • Alejandro Martín
  • Javier Huertas Tato
  • Javier Torregrosa
  • David Camacho Fernández

Nuevos Enfoques En Innovación Educativa Y Transferencia De Conocimiento: Aplicación En Ingenierías Y Enseñanza Stem (p. 194-209) - 1/1/2022

  • iMarina

Hunting malicious TLS certificates with deep neural networks

  • Ivan Torroledo
  • Luis David Camacho
  • Alejandro Correa Bahnsen

Proceedings Of The 11th Acm Workshop On Artificial Intelligence And Security (p. 64-73) - 1/1/2018

  • iMarina

Exploring Multi-objective Cellular Genetic Algorithms in Community Detection Problems

  • Martín Pedemonte
  • Ángel Panizo
  • Gema Bello Orgaz
  • David Camacho Fernández

Intelligent Data Engineering And Automated Learning–ideal 2018: 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part i (p. 223-235) - 1/1/2020

  • iMarina

Experiences using social networks in Spanish public administrations

  • Criado JI
  • E-Martín Y
  • Camacho D

Proceedings Of The International Conference On Web Intelligence, Mining And Semantics (p. 1-5) - 1/1/2011

>10.1145/1988688.1988765 View at source

Evolving the Architecture and Hyperparameters of DNNs for Malware Detection

  • Alejandro Martín
  • David Camacho

Natural Computing Series (p. 357-377) - 1/1/2020

10.1007/978-981-15-3685-4_13 View at source

  • ISSN 16197127

Evaluación flexible de preguntas de respuesta corta en los SGA mediante modelos preentrenados de lenguaje

  • María Valero Redondo
  • Alejandro Martín
  • Javier Huertas Tato
  • David Camacho Fernández

Nuevos Enfoques En Innovación Educativa Y Transferencia De Conocimiento: Aplicación En Ingenierías Y Enseñanza Stem (p. 210-226) - 1/1/2022

  • iMarina

Environmental Influence in Bio-inspired Game Level Solver Algorithms

  • Gonzalez-Pardo, Antonio
  • Camacho, David;

Intelligent Distributed Computing Vii (p. 157-162) - 1/1/2014

10.1007/978-3-319-01571-2_19 View at source

  • ISBN 978-3-319-01570-5
  • ISSN 1860949X

XIX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 20-21), 2021, Málaga, España.

  • Camacho Fernandez, David (Miembro del comite cientifico)

22/9/2021

  • iMarina

Variable Length-based Genetic Representation to Automatically Evolve Wrappers

  • Barrero, D.F.
  • González, A.
  • R-Moreno, M.D.
  • Camacho, D.

Advances In Intelligent Systems And Computing (p. 371-378) - 1/1/2010

Editor: Springer Verlag

10.1007/978-3-642-12433-4_44 View at source

  • ISSN 18675662
  • ISSN/ISBN 9783642124327

VPOET: Using a Distributed Collaborative Platform for Semantic Web Applications

  • Rico, Mariano
  • Camacho, David
  • Corcho, Oscar

Studies In Computational Intelligence (p. 167-+) - 22/9/2008

10.1007/978-3-540-85257-5_17

  • ISBN 978-354085256-8
  • ISSN 1860949X
  • iMarina

VPOET templates to handle the presentation of semantic data sources in wikis

  • Mariano Rico
  • David Camacho
  • Corcho García, Oscar

Ceur Workshop Proceedings (p. 186-190) - 1/12/2009

  • ISSN 16130073
  • iMarina

VII Congreso de la Sociedad Española para las Ciencias del Videojuego (Cosecivi 2021), Málaga, España

  • Camacho Fernandez, David (Miembro del comite cientifico)

23/9/2021

  • iMarina

Using virtual worlds for behaviour clustering-based analysis

  • González-Pardo A., Rodríguez F., Pulido E., Camacho D.

Smvc'10: Proceedings Of The 2010 Acm Workshop On Surreal Media And Virtual Cloning, Co-Located With Acm Multimedia 2010 (p. 9-14) - 1/12/2010

10.1145/1878083.1878088 View at source

  • ISBN 978-1-4503-0175-6

Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm

  • Bello G
  • Menéndez H
  • Camacho D

Lecture Notes In Computer Science (p. 160-169) - 26/9/2011

10.1007/978-3-642-23878-9_20 View at source

  • ISBN 978-3-642-23877-2
  • ISSN 03029743

Using Preferences to Solve Student-Class Allocation Problem

  • Cano, Juan I.
  • Sanchez, Luis
  • Camacho, David
  • Pulido, Estrella
  • Anguiano, Eloy;

Lecture Notes In Computer Science (p. 626-632) - 1/12/2009

10.1007/978-3-642-04394-9_76 View at source

  • ISSN 03029743

Using Authorship Embeddings to Understand Writing Style in Social Media

  • Martín García, Alejandro
  • HUERTAS TATO, JAVIER

Experimental Ir Meets Multilinguality, Multimodality, And Interaction. Clef 2023. Lecture Notes In Computer Science - 11/9/2023

  • iMarina

User Profile Analysis for UAV Operators in a Simulation Environment

  • Rodriguez-Fernandez, Victor
  • Menendez, Hector D.
  • Camacho, David;

Lecture Notes In Computer Science (p. 338-347) - 1/1/2015

10.1007/978-3-319-24069-5_32 View at source

  • ISBN 9783319240688
  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

V-LEAF: una plataforma educativa sobre mundos virtuales

  • Camacho Fernandez, David (Investigador/a)
  • Alaman Roldan, Xavier (Investigador/a)
  • Garcia-Herranz Olmo, Manuel (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Pulido Cañabate, Estrella (Investigador principal (IP))

Period: 01-02-2009 - 31-01-2011

Type of funding: National

Amount of funding: 95000,00 Euros.

  • iMarina

UBIcamp: integrated solution to virtual mobility barriers

  • Camacho Fernandez, David (Investigador principal (IP))

Period: 01-10-2012 - 31-01-2015

Type of funding: European

Amount of funding: 54324,00 Euros.

  • iMarina

Tracking disinformation in Online Social Networks through Deep Natural Language Processing

  • Martín García, Alejandro (Investigador principal (IP))
  • Camacho Fernandez, David (Participante)
  • PANIZO LLEDOT, ANGEL (Participante)
  • HUERTAS TATO, JAVIER (Participante)
  • TORREGROSA LOPEZ, FRANCISCO JAVIER (Participante)
  • Rodríguez Fernández, Víctor (Participante)

Period: 01-11-2021 - 31-12-2022

Type of funding: National

  • iMarina

The Asteroid and Space Debris Network Reloaded

  • Rodríguez Fernández, Víctor (Participante)
  • Camacho Fernandez, David (Investigador principal (IP))
  • STEVENSON, EMMA CHARLOTTE (Becario/a)
  • LARA CABRERA, RAUL (Participante)
  • Bello Orgaz, Gema (Participante)

Period: 01-01-2019 - 30-06-2023

Type of funding: International

Amount of funding: 250904,88 Euros.

  • iMarina

TRACKING TOOL BASES ON SOCIAL MEDIA FOR RISK ASSESSMENT ON RADICALISATION

  • Camacho Fernandez, David (Investigador principal (IP))

Period: 01-10-2016 - 30-09-2018

Type of funding: European

Amount of funding: 157692,32 Euros.

  • iMarina

Strengthening European Youngsters Resilience through Serious Games

  • Menéndez Ferreira, Raquel (Participante)
  • Díaz Martínez, Miguel Ángel (Participante)
  • TORREGROSA LOPEZ, FRANCISCO JAVIER (Participante)
  • Rodríguez Fernández, Víctor (Participante)
  • Mayor Márquez, Jesús (Participante)
  • PANIZO LLEDOT, ANGEL (Participante)
  • Lopez Fernandez, Daniel (Participante)
  • Bello Orgaz, Gema (Participante)
  • Camacho Fernandez, David (Investigador principal (IP))
... View more Collapse

Period: 01-01-2019 - 31-12-2021

Type of funding: International

Amount of funding: 131000,00 Euros.

  • iMarina

Strenghthening European Youngsters Resilience through Serious Games - YoungRes

  • Camacho Fernandez, David (Investigador principal (IP))

Period: 01-01-2019 - 31-03-2021

Type of funding: European

Amount of funding: 155000,00 Euros.

  • iMarina

Stardust Reloaded — Stardust-R

  • Massimiliano Vasile
  • David Camacho (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: 01-01-2019 - 31-12-2022

Type of funding: European

Amount of funding: 250904,00 Euros.

  • iMarina

Standards and hierarchical activities modelling, automatic simulation and heuristic optimisation (SHAMASH)

  • Camacho Fernandez, David (Investigador principal (IP))

Period: 01-01-1998 - 01-01-2000

  • iMarina

Sistema de planificación y control automático para procesos de aprendizaje de larga duración en entornos de educación electrónica.

  • Cobos Perez, Ruth (Investigador/a)
  • Melquiades Carbajo Martin (Investigador/a)
  • Maria Dolores Rodriguez Moreno (Investigador/a)
  • Javier de Pedro Carracedo (Investigador/a)
  • Pulido Cañabate, Estrella (Investigador/a)
  • David Fernandez Barrero (Investigador/a)
  • Angel Moreno Blazquez (Investigador/a)
  • Alvaro Ortigosa (Investigador/a)
  • Camacho Fernandez, David (Investigador principal (IP))
... View more Collapse

Period: 10-01-2006 - 30-09-2007

  • iMarina

Una aproximación para la simplificación del desarrollo de aplicaciones web semánticas y el uso de datos semánticos

  • Camacho Fernandez, David (Autor o Coautor)
  • Pulido Cañabate, Estrella (Autor o Coautor)
  • Moriyon Salomon, Roberto (Autor o Coautor)
  • Mariano Rico (Director) Doctorando: Mariano Rico

12/6/2009

  • iMarina

Teoría de la Información y Entropía para Recuperación en Grandes Repositorios

  • Camacho Fernandez, David (Director)

1/9/2011

  • iMarina

Reliability of performance measures in tree-based genetic programming: a study on koza's computational effort

  • Maria Dolores Rodriguez Moreno (Director)
  • David Camacho Fernández (Director) Doctorando: David Fernández Barrero

1/1/2011

  • iMarina

NEW SWARM-BASED METAHEURISTICS FOR RESOURCE ALLOCATION AND SCHEDULING PROBLEMS

  • David Camacho Fernández (Director) Doctorando: Ana Maria Nogareda Vilariño

10/7/2017

  • iMarina

Machine learning techniques for android malware detection and classification

  • Camacho Fernandez, David (Director)
  • LARA CABRERA, RAUL (Director) Doctorando: Martín García, Alejandro

15/3/2019

  • iMarina

Genetic graph-based in clustering applied to static and streaming data analysis

  • Camacho Fernandez, David (Director) Doctorando: MENENDEZ BENITO, HECTOR DAVID

1/12/2014

  • iMarina

Evolutionary Computation for Overlapping Community Detection in Social and Graph-based Information

  • David Camacho Fernández (Director) Doctorando: Gema Bello Orgaz

26/6/2017

  • iMarina

Evolución de Autómatas Determinísticos para la Generación Supervisada de Extractores de Datos

  • Camacho Fernandez, David (Director)

1/11/2011

  • iMarina

Diseño y Evaluación de un Programa de Educación en Valores en el ámbito Deportivo mediante Recursos Tecnológicos

  • Calmaestra Villen, Juan (Autor o Coautor)
  • Ruiz Barquin, Roberto (Autor o Coautor)
  • Maldonado Rico, Antonio (Director)
  • Camacho Fernandez, David (Director) Doctorando: Menéndez Ferreira, Raquel

1/1/2021

  • iMarina

Caracterización del discurso extremista a través del uso de técnicas de análisis computacional

  • Camacho Fernandez, David (Director)
  • Bello Orgaz, María Gema (Director) Doctorando: Torregrosa López, Francisco Javier

19/7/2022

  • iMarina

This researcher has no patents or software licenses.

Last data update: 4/24/24 1:21 PM