Dr. David Camacho

Head and Professor

Dr. David Camacho is currently a Full Professor at the Computer Systems Engineering Department of the Technical University of Madrid (Spain), and the Head of the Applied Intelligence & Data Analysis group. He received a Ph.D. with honors in Computer Science from Universidad Carlos III de Madrid in 2001. He has published more than 350 journals, books, and conference papers. His expertise comprises: Big Data; Machine Learning: Clustering, Hidden Markov Models, Classification and Deep Learning; Computational Intelligence: Evolutionary computation, Swarm Intelligence; Pattern and Process modeling and mining; Graph Computing and Social Mining, and Data Analysis for complex industrial applications for companies, such as: Airbus Defence & Space, Codice Technologies, ImpactWare, or Jobssy S.L among others.

  • Process-aware Analytics Support based on Conceptual Models for Event Logs (PACMEL)
    Scope: International
    Start date: April 1, 2019
    End date: April 1, 2021



  • Iberian Digital Media Research and Fact-Checking Hub (IBERIFIER)
    Scope: International
    Start date: September 1, 2021
    End date: February 29, 2024



  • Strengthening European Youngsters Resilience through Serious Games (Youngres)
    Scope: International
    Start date: January 4, 2019
    End date: January 7, 2022



  • Seguimiento de aislados de SARS-CoV-2 de la Comunidad de Madrid para el diseño de combinaciones de antivirales de amplio espectro (EVOLCORONA)
    Scope: Regional
    Start date: January 1, 2023
    End date: January 1, 2027



  • Situational Awareness Virtual EnviRonment (SAVIER)
    Scope: Industrial
    Start date: June 1, 2013
    End date: December 31, 2017



  • Stardust Reloaded (Stardust-R)
    Scope: International
    Start date: January 1, 2019
    End date: June 30, 2023



  • Caracterización inteligente de la veracidad de información asociada a la COVID-19 (CIVIC)
    Scope: Industrial
    Start date: October 10, 2020
    End date: October 10, 2022



  • Tracking disinformation in Online Social Networks through Deep Natural Language Processing (DisTrack)
    Scope: Industrial
    Start date: November 1, 2021
    End date: December 31, 2022



2022

Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

SILT: Efficient transformer training for inter-lingual inference Journal Article

In: Expert Systems with Applications, vol. 200, pp. 116923, 2022, ISSN: 0957-4174.

Abstract | Links | BibTeX

Martín, Alejandro; Huertas-Tato, Javier; Huertas-García, Álvaro; Villar-Rodríguez, Guillermo; Camacho, David

FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Journal Article

In: arXiv:2110.14532 [cs], 2022, (arXiv: 2110.14532).

Abstract | Links | BibTeX

Panizo-Lledot, Ángel; Torregrosa, Javier; Menéndez-Ferreira, Raquel; López-Fernández, Daniel; Alarcón, Pedro P; Camacho, David

YoungRes: A Serious Game-Based Intervention to Increase Youngsters Resilience Against Extremist Ideologies Journal Article

In: IEEE Access, vol. 10, pp. 28564–28578, 2022.

Links | BibTeX

Stevenson, Emma; Rodriguez-Fernandez, Victor; Minisci, Edmondo; Camacho, David

A deep learning approach to solar radio flux forecasting Journal Article

In: Acta Astronautica, vol. 193, pp. 595-606, 2022, ISSN: 0094-5765.

Abstract | Links | BibTeX

Panizo-Lledot, Angel; Pedemonte, Mart’in; Bello-Orgaz, Gema; Camacho, David

Addressing Evolutionary-Based Dynamic Problems: A New Methodology for Evaluating Immigrants Strategies in MOGAs Journal Article

In: IEEE Access, vol. 10, pp. 27611–27629, 2022.

Links | BibTeX

2021

López, Helena Liz; nés, Manuel Sánchez-Monta; Tagarro, Alfredo; Domínguez-Rodríguez, Sara; Dagan, Ron; Camacho, David

Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis Journal Article

In: Future Generation Computer Systems, vol. 122, pp. 220–233, 2021.

BibTeX

2020

Ramirez-Atencia, Cristian; Rodriguez-Fernandez, Victor; Camacho, David

A revision on multi-criteria decision making methods for multi-UAV mission planning support Journal Article

In: Expert Systems with Applications, vol. 160, pp. 113708, 2020, ISSN: 0957-4174.

Abstract | Links | BibTeX

Menendez-Ferreira, Raquel; Torregrosa, Javier; Camacho, David

Diseno de un juego serio para la prevención de la polarización en menores Journal Article

In: 2020.

BibTeX

Menéndez-Ferreira, Raquel; Torregrosa, Javier; Panizo-LLedot, Ángel; González-Pardo, Antonio; Camacho, David

Improving Youngsters’ Resilience Through Video Game-Based Interventions Journal Article

In: Vietnam Journal of Computer Science, vol. 7, no. 03, pp. 263–279, 2020.

Links | BibTeX

Camacho, David; Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Gonzalez-Pardo, Antonio; Cambria, Erik

The four dimensions of social network analysis: An overview of research methods, applications, and software tools Journal Article

In: Information Fusion, vol. 63, pp. 88–120, 2020.

Links | BibTeX

Torregrosa, Javier; Panizo-Lledot, Ángel; Bello-Orgaz, Gema; Camacho, David

Analyzing the relationship between relevance and extremist discourse in an alt-right network on Twitter Journal Article

In: Social Network Analysis and Mining, vol. 10, no. 1, pp. 1–17, 2020.

Links | BibTeX

Panizo-LLedot, Angel; Bello-Orgaz, Gema; Camacho, David

A multi-objective genetic algorithm for detecting dynamic communities using a local search driven immigrant’s scheme Journal Article

In: Future Generation Computer Systems, vol. 110, pp. 960–975, 2020.

Links | BibTeX

2019

Ramirez-Atencia, Cristian; Camacho, David

Constrained multi-objective optimization for multi-UAV planning Journal Article

In: Journal of Ambient Intelligence and Humanized Computing, vol. 10, no. 6, pp. 2467–2484, 2019, ISSN: 1868-5145.

Abstract | Links | BibTeX

Ramirez-Atencia, Cristian; Ser, Javier Del; Camacho, David

Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning Journal Article

In: Swarm and Evolutionary Computation, vol. 44, pp. 480–495, 2019, ISSN: 2210-6502.

Abstract | Links | BibTeX

2018

Ramirez-Atencia, Cristian; Camacho, David

Extending QGroundControl for automated mission planning of UAVs Journal Article

In: Sensors, vol. 18, no. 7, pp. 2339, 2018, ISSN: 1424-8220.

Abstract | Links | BibTeX

2017

Ramirez-Atencia, Cristian; R-Moreno, Maria D; Camacho, David

Handling swarm of UAVs based on evolutionary multi-objective optimization Journal Article

In: Progress in Artificial Intelligence, vol. 6, iss. 3, pp. 263-274, 2017, ISSN: 2192-6352.

Abstract | Links | BibTeX

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

Solving complex multi-UAV mission planning problems using multi-objective genetic algorithms Journal Article

In: Soft Computing, vol. 21, iss. 17, pp. 4883-4900, 2017, ISSN: 1432-7643; 1433-7479.

Abstract | Links | BibTeX

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

A study on performance metrics and clustering methods for analyzing behavior in UAV operations Journal Article

In: Journal of Intelligent and Fuzzy Systems, vol. 32, no. 2, pp. 1307–1319, 2017.

Links | BibTeX

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

Analysing temporal performance profiles of UAV operators using time series clustering Journal Article

In: Expert Systems with Applications, vol. 70, pp. 103–118, 2017, ISSN: 0957-4174.

Links | BibTeX

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

Automatic Procedure Following Evaluation using Petri Net-based Workflows Journal Article

In: IEEE Transactions on Industrial Informatics, vol. In press, 2017.

BibTeX

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models Journal Article

In: IEEE Computational Intelligence Magazine, vol. 12, no. 4, pp. 28–37, 2017.

Links | BibTeX

Martín, Alejandro; Lara-Cabrera, Raúl; Fuentes-Hurtado, Félix; Naranjo, Valery; Camacho, David

EvoDeep: a new Evolutionary approach for automatic Deep Neural Networks parametrisation Journal Article

In: Journal of Parallel and Distributed Computing, 2017.

BibTeX

2016

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

Automatic profile generation for UAV operators using a simulation-based training environment Journal Article

In: Progress in Artificial Intelligence, vol. 5, no. 1, pp. 37–46, 2016, ISSN: 2192-6352.

Links | BibTeX

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

MOCDroid: multi-objective evolutionary classifier for Android malware detection Journal Article

In: Soft Computing, pp. 1–11, 2016.

BibTeX

2014

Gonzalez-Pardo, Antonio; Palero, Fernando; Camacho, David

An empirical study on collective intelligence algorithms for video games problem-solving Journal Article

In: Computing and Informatics, vol. In press, 2014, ISSN: 1335-9150.

BibTeX

Menéndez, Héctor D; Barrero, David F; Camacho, David

A Genetic Graph-based Approach for Partitional Clustering Journal Article

In: International journal of neural systems, vol. 24, no. 03, 2014.

BibTeX

Gonzalez-Pardo, Antonio; Rosa, Angeles; Camacho, David

Behaviour-based identification of student communities in Virtual Worlds Journal Article

In: Computer Science and Information Systems (COMSIS), vol. 11, no. 1, pp. 195-213, 2014, ISSN: 1820-0214.

Links | BibTeX

Bello-Orgaz, Gema; Menéndez, Héctor D; Okazaki, Shintaro; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter Journal Article

In: Malaysian Journal of Computer Science, vol. 27, no. 2, 2014, ISBN: 0127-9084.

Links | BibTeX

Bello-Orgaz, Gema; Menéndez, Héctor D; Okazaki, Shintaro; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter Journal Article

In: Malaysian Journal of Computer Science, vol. 27, no. 2, pp. 95–111, 2014.

BibTeX

2013

Bello-Orgaz, Gema; Barrero, David F; R-Moreno, Maria D; Camacho, David

Acquisition of Business Intelligence from Human Experience in Route Planning Journal Article

In: Enterprise Information Systems, no. Impact Factor: 9.26-Q1, 2013, ISSN: 1751-7575.

Links | BibTeX

Granados, Ana; Martínez, Rafael; Camacho, David; Rodrí­guez, Francisco Borja

Improving NCD accuracy by combining document segmentation and document distortion Journal Article

In: Knowledge and Information Systems, pp. 1-23, 2013, ISSN: 0219-1377.

Links | BibTeX

Menendez, Hector D; Bello-Orgaz, Gema; Camacho, David

Extracting Behavioural Models from 2010 FIFA World Cup Journal Article

In: Journal of Systems Science and Complexity, vol. 26, no. 1, pp. 43-61, 2013, ISSN: 1009-6124.

Abstract | Links | BibTeX

Berns, Anke; Gonzalez-Pardo, Antonio; Camacho, David

Game-like language learning in 3-D virtual environments Journal Article

In: Computers & Education, vol. 60, no. 1, pp. 210-220, 2013, ISSN: 0360-1315.

Links | BibTeX

Barrero, David F; R-Moreno, Maria D; Camacho, David

Improving experimental methods on success rates in Evolutionary Computation Journal Article

In: Journal of Experimental & Theoretical Artificial Intelligence, 2013, ISSN: 1362-3079.

BibTeX

2012

R-Moreno, Maria D; Camacho, David; Barrero, David F; Cesar, Julio

A Genetic Tango Attack Against the David-Prasad RFID Ultralightweight Authentication Protocol Journal Article

In: Expert Systems, The journal of Knowledge Engineering, pp. 1-11, 2012, ISSN: 0952-1976.

Links | BibTeX

Camacho, David; Granados, Ana; Rodrí­guez, Francisco Borja

Is the contextual information relevant in text clustering by compression? Journal Article

In: Expert Systems with Applications, vol. 39, no. 10, pp. 8537 – 8546, 2012, ISSN: 0957-4174.

Links | BibTeX

Bello-Orgaz, Gema; Menendez, Hector D; Camacho, David

Adaptive K-Means Algorithm for overlapped graph clustering Journal Article

In: International Journal of Neural Systems, vol. 22 (Impact Factor:5.1 -Q1), no. 05, pp. 1250018 1–19, 2012, ISSN: 0129-0657.

Links | BibTeX

Gonzalez-Pardo, Antonio; Varona, Pablo; Camacho, David; Rodrí­guez, Francisco Borja

Communication by identity in bio-inspired multi-agent systems Journal Article

In: International Journal Concurrency and Computation: Practice & Experience., vol. 2012, no. 24, pp. 589-603, 2012, ISSN: 1532-0626.

Links | BibTeX

Barrero, David F; R-Moreno, Maria D; Camacho, David

Adapting Searchy to extract data using evolved wrappers Journal Article

In: Expert Systems with Applications, vol. 39, no. 3, pp. 3061 – 3070, 2012, ISSN: 0957-4174.

Links | BibTeX

2011

Alamán, Xavier; Camacho, David; Rico, Mariano; Martínez, Gonzalo; Pulido, Estrella

A Programming Experience of High School Students by Means of Virtual Worlds Journal Article

In: International Journal of Engineering Education, Special Issue on Methods and Cases in Computing Education, vol. 27, no. 1, pp. 52-60, 2011, ISSN: 0949-149X/91.

Links | BibTeX

Camacho, David; Granados, Ana; Cebrián, Manuel; Rodrí­guez, Francisco Borja

Reducing the Loss of Information through Annealing Text Distortion Journal Article

In: IEEE Transactions on Knowledge and Data Engineering, vol. 23, no. 7, pp. 1090-1102, 2011, ISSN: 1041-4347.

Links | BibTeX

2010

Corcho, Óscar; Macías, José Antonio; Rico, Mariano; Camacho, David

A Tool Suite to Enable Web Designers, Web Application Developers and End-users to Handle Semantic Data Journal Article

In: International Journal on Semantic Web and Information Systems (IJSWIS), vol. 6, no. 3, pp. 38-60, 2010, ISSN: 1552-6283.

Links | BibTeX

Barrero, David F; Gonzalez-Pardo, Antonio; Camacho, David; R-Moreno, Maria D

Distributed Parameter Tunning for Genetic Algorithm Journal Article

In: Computer Science and Information Systems (COMSIS), vol. 7, no. 3, pp. 661-677, 2010, ISSN: 1820-0214.

Links | BibTeX

Rico, Mariano; Camacho, David; Corcho, Óscar

A contribution-based framework for the creation of semantically-enabled web applications Journal Article

In: Inf. Sci., vol. 180, no. 10, pp. 1850-1864, 2010.

BibTeX

2009

Aler, Ricardo; Valls, José Marí­a; Camacho, David; López, Alberto

Programming Robosoccer agents by modeling human behavior Journal Article

In: Expert Syst. Appl., vol. 36, no. 2, pp. 1850-1859, 2009.

BibTeX

2008

R-Moreno, Maria D; Camacho, David; Obieta, Unai

A plan-based tool for automatic eLearning courses redesign Journal Article

In: IJCSA, vol. 5, no. 1, pp. 33-48, 2008.

BibTeX

Rico, Mariano; Camacho, David; Corcho, Óscar

VPOET: Using a Distributed Collaborative Platform for Semantic Web Applications Journal Article

In: CoRR, vol. abs/0806.1361, 2008.

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2007

Martínez, Rafael; Cebrián, Manuel; Rodrí­guez, Francisco Borja; Camacho, David

Contextual Information Retrieval based on Algorithmic Information Theory and Statistical Outlier Detection Journal Article

In: CoRR, vol. abs/0711.4388, 2007.

BibTeX

Camacho, David; R-Moreno, Maria D

DynJAQ: An adaptive and flexible dynamic FAQ system Journal Article

In: Int. J. Intell. Syst., vol. 22, no. 3, pp. 303-318, 2007.

BibTeX

Granados, Ana; Cebrián, Manuel; Camacho, David; Rodrí­guez, Francisco Borja

Evaluating the Impact of Information Distortion on Normalized Compression Distance-driven Text Clustering Journal Article

In: CoRR, vol. abs/0711.4075, 2007.

BibTeX

2022

Stevenson, Emma; Rodriguez-Fernandez, Victor; Urrutxua, Hodei; Camacho, David

Deep learning for all-vs-all conjunction detection Inproceedings

In: 5th Workshop on Key Topics in Orbit Propagation Applied to Space Situational Awareness (KePASSA), Logroño, Spain, 2022.

Abstract | BibTeX

Fernandez-Mellado, Luis Sánchez; Stevenson, Emma; Rodriguez-Fernandez,; Vasile, Massimiliano; Camacho, David

An Intelligent System for Robust Decision-Making in the All-vs-All Conjunction Screening Problem Inproceedings

In: 3rd IAA Conference on Space Situational Awareness (ICSSA), Madrid, Spain, 2022.

Abstract | BibTeX

2021

Stevenson, Emma; Rodriguez-Fernandez, Victor; Urrutxua, Hodei; Morand, Vincent; Camacho, David

Self-supervised machine learning based approach to orbit modelling applied to space traffic management Inproceedings

In: 11th International Association for the Advancement of Space Safety Conference (IAASS), (Virtual), Osaka, Japan, 2021.

Abstract | BibTeX

Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification Inproceedings

In: Conference and Labs of the Evaluation Forum (CLEF) Working Notes, pp. 520–530, 2021.

Abstract | Links | BibTeX

Stevenson, Emma; Rodriguez-Fernandez, Victor; Urrutxua, Hodei; Morand, Vincent; Camacho, David

Artificial Intelligence for All vs. All Conjunction Screening Inproceedings

In: 8th European Conference on Space Debris (ECSD), (Virtual), Darmstadt, Germany, 2021.

Abstract | Links | BibTeX

Villar-Rodríguez, Guillermo; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

A la desinformación le gusta la compañía: Representación de bulos de Twitter sobre la COVID-19 mediante embeddings Conference

XIX Conference of the Spanish Association for Artificial Intelligence, 2021.

BibTeX

Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

Countering Misinformation Through Semantic-Aware Multilingual Models Inproceedings

In: Yin, Hujun; Camacho, David; Tino, Peter; Allmendinger, Richard; Tallón-Ballesteros, Antonio J.; Tang, Ke; Cho, Sung-Bae; Novais, Paulo; Nascimento, Susana (Ed.): Intelligent Data Engineering and Automated Learning – IDEAL 2021, pp. 312–323, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-91608-4.

Abstract | Links | BibTeX

2020

Stevenson, Emma; Rodriguez-Fernandez, Victor; Minisci, Edmondo; Camacho, David

A deep learning approach to space weather proxy forecasting for orbital prediction Inproceedings

In: 71st International Astronautical Congress (IAC), The CyberSpace Edition, 2020.

Abstract | Links | BibTeX

Pedemonte, Martín; Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Camacho, David

Exploring multi-objective cellular genetic algorithms in community detection problems Inproceedings

In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 223–235, Springer 2020.

Links | BibTeX

2019

Panizo-LLedot, Ángel; Torregrosa, Javier; Bello-Orgaz, Gema; Thorburn, Joshua; Camacho, David

Describing alt-right communities and their discourse on twitter during the 2018 us mid-term elections Inproceedings

In: International conference on complex networks and their applications, pp. 427–439, Springer 2019.

Links | BibTeX

Hernández, Alfonso; Panizo-LLedot, Ángel; Camacho, David

An ensemble algorithm based on deep learning for tuberculosis classification Inproceedings

In: International conference on intelligent data engineering and automated learning, pp. 145–154, Springer 2019.

Links | BibTeX

Osaba, Eneko; Ser, Javier Del; Panizo-LLedot, Angel; Camacho, David; Galvez, Akemi; Iglesias, Andres

Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams Inproceedings

In: Proceedings of the genetic and evolutionary computation conference companion, pp. 1329–1335, 2019.

Links | BibTeX

2018

Ramirez-Atencia, Cristian; Rodriguez-Fernandez, Victor; Camacho, David

A multi-criteria decision support system for multi-UAV mission planning Incollection

In: Data Science and Knowledge Engineering for Sensing Decision Support, vol. 11, pp. 1083–1090, World Scientific, 2018, ISBN: 978-981-3273-22-1.

Abstract | Links | BibTeX

Rodriguez-Fernández, Victor; González-Pardo, Antonio; Camacho, David

Inteligencia Artificial aplicada al análisis de entrenamiento en operaciones con UAVs Inproceedings

In: Actas V Congreso Nacional de i+d en Defensa y Seguridad, pp. 1491–1498, Ministerio de Defensa. Secretaría General Técnica., Toledo, España, 2018, ISBN: 978-84-9091-357-4.

BibTeX

Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Carnero, Mercedes; Hernández, José; Sánchez, Mabel; Camacho, David

An Artificial Bee Colony algorithm for optimizing the design of sensor networks Inproceedings

In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 316–324, Springer 2018.

Links | BibTeX

Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Camacho, David

A genetic algorithm with local search based on label propagation for detecting dynamic communities Inproceedings

In: International symposium on intelligent and distributed computing, pp. 319–328, Springer 2018.

Links | BibTeX

Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Ortega, Alfonso; Camacho, David

Community finding in dynamic networks using a genetic algorithm improved via a hybrid immigrants scheme Inproceedings

In: Data Science and Knowledge Engineering for Sensing Decision Support: Proceedings of the 13th International FLINS Conference (FLINS 2018), pp. 591–598, World Scientific 2018.

BibTeX

Vasile, Massimiliano; Rodriguez-Fernandez, Victor; Serra, Romain; Camacho, David; Riccardi, Annalisa

Artificial intelligence in support to space traffic management Inproceedings

In: Proceedings of the International Astronautical Congress, IAC, pp. 3843–3856, International Astronautical Federation, Adelaide, Australia, 2018, ISBN: 978-1-5108-5537-3, (Publisher: International Astronautical Federation (IAF)).

Abstract | BibTeX

2017

Ramírez-Atencia, Cristian; Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

New Artificial Intelligence approaches for future UAV Ground Control Stations Inproceedings

In: 2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017, pp. 2775–2782, IEEE, 2017, ISBN: 978-1-5090-4601-0.

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Martín, Alejandro; Fuentes-Hurtado, Félix; Naranjo, Valery; Camacho, David

Evolving deep neural networks architectures for Android malware classification Inproceedings

In: Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 1659–1666, IEEE 2017.

BibTeX

Ramirez-Atencia, Cristian; Mostaghim, Sanaz; Camacho, David

A Knee Point Based Evolutionary Multi-objective Optimization for Mission Planning Problems Inproceedings

In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1216–1223, ACM, Berlin, Germany, 2017, ISBN: 978-1-4503-4920-8.

Abstract | Links | BibTeX

2016

Bello-Orgaz, Gema; Ramirez-Atencia, Cristian; Fradera-Gil, Jaime; Camacho, David

GAMPP: Genetic Algorithm for UAV Mission Planning Problems Incollection

In: Intelligent Distributed Computing IX, pp. 167–176, Springer International Publishing, 2016.

Abstract | Links | BibTeX

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

A Method for Building Predictive HSMMs in Interactive Environments Inproceedings

In: 2016 IEEE Congress on Evolutionary Computation (CEC), pp. 3146–3153, IEEE IEEE, 2016.

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Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

A Weighted Penalty Fitness for a Hybrid MOGA-CSP to solve Mission Planning Problems Inproceedings

In: XI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2016), pp. 305–314, 2016.

Abstract | Links | BibTeX

Suárez, Óscar Manuel Losada; Rodríguez-Fernández, Víctor; Ramírez-Atencia, Cristian; Camacho, David

Desarrollo de una plataforma basada en Unity3D para la aplicación de IA en videojuegos Inproceedings

In: 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego (CoSECiVi 2016), pp. 135–146, CEUR Workshop, Barcelona, Spain, 2016, ISSN: 16130073.

Abstract | Links | BibTeX

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models Inproceedings

In: 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016, pp. 1–8, IEEE, 2016, ISBN: 978-1-5090-4240-1.

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Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

MOGAMR: A Multi-Objective Genetic Algorithm for Real-Time Mission Replanning Inproceedings

In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 2016, ISBN: 978-1-5090-4240-1, 978-1-5090-4241-8.

Abstract | Links | BibTeX

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

Studying the Influence of Static API Calls for Hiding Malware Inproceedings

In: Conference of the Spanish Association for Artificial Intelligence, pp. 363–372, Springer 2016.

BibTeX

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

String-based malware detection for android environments Inproceedings

In: International Symposium on Intelligent and Distributed Computing, pp. 99–108, Springer International Publishing 2016.

BibTeX

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

Genetic boosting classification for malware detection Inproceedings

In: Evolutionary Computation (CEC), 2016 IEEE Congress on, pp. 1030–1037, IEEE 2016.

BibTeX

Martín, Alejandro; Calleja, Alejandro; Menéndez, Héctor D; Tapiador, Juan; Camacho, David

ADROIT: Android malware detection using meta-information Inproceedings

In: Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, pp. 1–8, IEEE 2016.

BibTeX

2015

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment Incollection

In: Intelligent Data Engineering and Automated Learning–IDEAL 2015, pp. 441–448, Springer International Publishing, 2015.

Abstract | Links | BibTeX

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

Diseño de un Simulador de Bajo Coste para Vehículos Aéreos no Tripulados Inproceedings

In: Actas del X Congreso español sobre metaheurísticas, algoritmos evolutivos y bioinspirados: MAEB, pp. 447-454, Mérida, Cáceres, 2015, ISBN: 978-84-697-2150-6.

Abstract | Links | BibTeX

Palero, Fernando; Gonzalez-Pardo, Antonio; Camacho, David

Simple gamer interaction analysis through tower defense games Conference

6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2014), Lecture Notes in Artificial Intelligence of Springer-Verlag, 2015.

BibTeX

Bello-Orgaz, Gema; Hernandez-Castro, Julio; Camacho, David

A Survey of Social Web Mining Applications for Disease Outbreak Detection Incollection

In: Intelligent Distributed Computing VIII, pp. 345–356, Springer International Publishing, 2015.

Links | BibTeX

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

Online gamers classification using k-means Incollection

In: Intelligent Distributed Computing VIII, pp. 201–208, Springer, Cham, 2015.

BibTeX

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, María D; Camacho, David

A Hybrid MOGA-CSP for Multi-UAV Mission Planning Inproceedings

In: Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, pp. 1205–1208, ACM 2015.

Links | BibTeX

Rodriguez-Fernandez, Victor; Ramirez-Atencia, Cristian; Camacho, David

A multi-UAV Mission Planning videogame-based framework for player analysis Inproceedings

In: Evolutionary Computation (CEC), 2015 IEEE Congress on, pp. 1490–1497, IEEE 2015.

Abstract | Links | BibTeX

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

Design and development of a lightweight multi-UAV simulator Inproceedings

In: Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on, pp. 255–260, IEEE 2015.

Abstract | Links | BibTeX

Ramírez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

Performance Evaluation of Multi-UAV Cooperative Mission Planning Models Inproceedings

In: Computational Collective Intelligence – 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015, Proceedings, Part II, pp. 203–212, 2015.

Abstract | Links | BibTeX

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

User Profile Analysis for UAV Operators in a Simulation Environment Inproceedings

In: Computational Collective Intelligence – 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015. Proceedings, Part I, pp. 338–347, 2015.

Abstract | Links | BibTeX

Rodriguez-Fernández, Victor; Ramirez-Atencia, Cristian; Camacho, David

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game Inproceedings

In: 2nd Congreso de la Sociedad Espa~nola para las Ciencias del Videojuego (CoSeCiVi 2015), 2015.

BibTeX

2014

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

Solving UAV Mission Planning based on Temporal Constaint Satisfaction Problem using Genetic Algorithms Inproceedings

In: Doctoral Program Proceedings of The 20th International Conference on Principles and Practice of Constraint Programming (CP 2014), 2014.

Abstract | BibTeX

Gonzalez-Pardo, Antonio; Camacho, David

Solving Resource-Constraint Project Scheduling Problems based on ACO algorithms Conference

Ninth International Conference on Swarm Intelligence (ANTS 2014)., vol. 8667, Lecture Notes in Computer Science of Springer-Verlag, 2014.

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Gonzalez-Pardo, Antonio; Camacho, David

A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem Conference

2014 IEEE Conference on Evolutionary Computation (CEC 2014), 2014.

BibTeX

Gonzalez-Pardo, Antonio; Palero, Fernando; Camacho, David

Micro and Macro Lemmings simulations based on ants colonies Conference

EvoApp 2014, vol. In press, 2014.

BibTeX

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms Conference

7th International Symposium on Intelligent Distributed Computing (IDC 2013)., vol. 511, Studies in Computational Intelligence Springer Berlin Heidelberg, 2014, ISBN: 978-3-319-01570-5.

BibTeX

Menéndez, Héctor D; Vindel, Rafael; Camacho, David

Combining time series and clustering to extract gamer profile evolution Incollection

In: Computational Collective Intelligence. Technologies and Applications, pp. 262–271, Springer International Publishing, 2014.

BibTeX

Menéndez, Héctor D; Otero, Fernando EB; Camacho, David

MACOC: a medoid-based ACO clustering algorithm Incollection

In: Swarm Intelligence, pp. 122–133, Springer International Publishing, 2014.

BibTeX

Menéndez, Héctor D; Vázquez, Miguel; Camacho, David

Mixed Clustering Methods to Forecast Baseball Trends Incollection

In: Intelligent Distributed Computing VIII, pp. 175–184, Springer International Publishing, 2014.

BibTeX

2004

Camacho, David; Aler, Ricardo; Cuadrado, Juan

Intelligent Agents for Data Mining and Information Retrieval Book Chapter

In: Chapter Rule-Based Parsing for Web Data Extracti, pp. 65-87. Chapter 5, Idea Group Publishing, 2004.

BibTeX

2003

Aler, Ricardo; Camacho, David; Moscardini, Alfredo

Cooperation Between Agents to Evolve Complete Programs Book Chapter

In: Chapter In Intelligent Agent Software Engineerin, pp. 213–228, Valentina Plekhanova. University of Sunderland, United Kingdom. Ed. by Idea Group Publishing, 2003.

BibTeX

2008

Camacho, David; Ortigosa, Alvaro; Pulido, Estrella; R-Moreno, Maria D

AI techniques for Monitoring Student Learning Process. Book

Information Science Reference, formerly Idea Group Publishing, Ed. by Francisco J. Garcí­a, 2008.

BibTeX

2022

Huertas-García, Álvaro; Martín, Alejandro; Huertas-Tato, Javier; Camacho, David

Exploring Dimensionality Reduction Techniques in Multilingual Transformers Miscellaneous

CoRR, 2022.

Abstract | Links | BibTeX

2001

Camacho, David

Coordinación de Agentes de Planificación para la Resolución de Problemas en Web PhD Thesis

Departamento de Informática. Universidad Carlos III de Madrid, 2001.

BibTeX

  • IDC 2014 : 8th International Symposium on Intelligent Distributed Computing
    Type: Conference
    Date: September 3, 2014 – September 5, 2014
    Location: Madrid

  • 2015 International Symposium on INnovations in Intelligent SysTems and Applications
    Type: Conference
    Date: September 2, 2015 – September 4, 2015
    Location: Madrid


  • 19th International Conference on Intelligent Data Engineering and Automated Learning
    Type: Conference
    Date: November 21, 2018 – November 23, 2018
    Location: Madrid