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 | Tags: Deep Learning, Disinformation, Embeddings, Natural language inference, Natural Language Processing, Sentence alignment, Transformers

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 | Tags: Conjunction Assessment, Deep Learning, Self-supervised Learning, Space Debris, Space Situational Awareness

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

Exploring Dimensionality Reduction Techniques in Multilingual Transformers Miscellaneous

CoRR, 2022.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Computational Intelligence, Deep Learning, Embeddings, Feature Selection, Machine Learning, Natural Language Processing, Sentence alignment, Text Analysis, Transformers

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 | Tags: Artificial Intelligence, Collision Avoidance Manoeuvre, Conjunction Assessment, Robust Decision-making, Space Traffic Management

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 | Tags: Disinformation, Natural Language Processing

Kim, Daria; Alber, Maximilian; Kwok, Man Wai; Mitrovic, Jelena; Ramirez-Atencia, Cristian; Pérez, Jesús Alberto Rodríguez; Zille, Heiner

Clarifying Assumptions About Artificial Intelligence Before Revolutionising Patent Law Journal Article

In: GRUR International, 2022, ISSN: 2632-8623, (ikab174).

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Law

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 | Tags: Emotional Intelligence, Extremism, Psychology, Serious Games, Videogames

Menendez-Ferreira, Raquel; Torregrosa, Javier; López-Fernández, Daniel; Mayor, Jesus

Design of a serious games to improve resilience skills in youngsters Journal Article

In: Entertainment Computing, vol. 40, pp. 100462, 2022.

BibTeX | Tags: Emotional Intelligence, Extremism, Psychology, Serious Games, Videogames

Martínez-González, Brenda; Soria, María Eugenia; Vázquez-Sirvent, Lucía; Ferrer-Orta, Cristina; Lobo-Vega, Rebeca; Mínguez, Pablo; Fuente, Lorena; Llorens, Carlos; Soriano, Beatriz; Ramos-Ruíz, Ricardo; Cortón, Marta; López-Rodríguez, Rosario; García-Crespo, Carlos; Somovilla, Pilar; Durán-Pastor, Antoni; Gallego, Isabel; Ávila, Ana Isabel; Delgado, Maria Soledad; Morán, Federico; López-Galíndez, Cecilio; Gómez, Jordi; Enjuanes, Luis; Salar-Vidal, Llanos; Esteban-Muñoz, Mario; Esteban, Jaime; Fernández-Roblas, Ricardo; Gadea, Ignacio; Ayuso, Carmen; Ruíz-Hornillos, Javier; Verdaguer, Nuria; Domingo, Esteban; Perales, Celia

SARS-CoV-2 Mutant Spectra at Different Depth Levels Reveal an Overwhelming Abundance of Low Frequency Mutations Journal Article

In: Pathogens, vol. 11, no. 6, 2022, ISSN: 2076-0817.

Abstract | Links | BibTeX | Tags: Health, Self-organizing map

Villar-Rodríguez, Guillermo; Souto-Rico, Mónica; Martín, Alejandro

Virality, only the tip of the iceberg: ways of spread and interaction around COVID-19 misinformation in Twitter Journal Article

In: Communication & Society, pp. 239–256, 2022.

BibTeX | Tags: Disinformation

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 | Tags: Deep Learning, Ensemble, Solar Radio Flux, Space, Time Series

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 | Tags: Dynamic Community Detection, Dynamic Problems, Evolutionary Computation, Genetic Algorithms, Social Networks Analysis

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 | Tags: Machine Learning, Orbits, Self-supervised Learning, Space Debris, Space Traffic Management

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 | Tags: Computational Intelligence, Deep Learning, Disinformation, Information Distortion, Machine Learning, Natural Language Processing, Social Networks, Text Analysis, Transformers

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 | Tags: Artificial Intelligence, Conjunction Assessment, Space Debris

Huertas-García, Álvaro

Automatic information search for countering covid-19 misinformation through semantic similarity Masters Thesis

Universidad Autónoma de Madrid, 2021.

Abstract | Links | BibTeX | Tags: Disinformation

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 | Tags: Disinformation

Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz

Combining manhattan and crowding distances in decision space for multimodal multi-objective optimization problems Incollection

In: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, vol. 55, pp. 131–145, Springer, Cham, 2021, ISBN: 978-3-030-57422-2.

Abstract | Links | BibTeX | Tags: Multi-objective Optimization

Delgado, Maria Soledad; Perales, Celia; García-Crespo, Carlos; Soria, María Eugenia; Gallego, Isabel; Ávila, Ana Isabel; Martínez-González, Brenda; Vázquez-Sirvent, Lucía; López-Galíndez, Cecilio; Morán, Federico; Domingo, Esteban; Neuman, Benjamin W.

A Two-Level, Intramutant Spectrum Haplotype Profile of Hepatitis C Virus Revealed by Self-Organized Maps Journal Article

In: Microbiology Spectrum, vol. 9, no. 3, pp. e01459-21, 2021.

Abstract | Links | BibTeX | Tags: Data Projection, Health, Self-organizing map

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 | Tags: Disinformation, Natural Language Processing

Delgado, Maria Soledad; Morán, Federico; José, José Carlos San; Burgos, Daniel

Analysis of Students’ Behavior Through User Clustering in Online Learning Settings, Based on Self Organizing Maps Neural Networks Journal Article

In: IEEE Access, vol. 9, pp. 132592-132608, 2021, ISSN: 2169-3536 .

Abstract | Links | BibTeX | Tags: Data Analysis, eLearning, Neural Networks, Self-organizing map, Unsupervised

Guamán, Daniel; Delgado, Maria Soledad; Pérez, Jennifer

Classifying Model-View-Controller Software Applications Using Self-Organizing Maps Journal Article

In: IEEE Access, vol. 9, pp. 45201-45229, 2021, ISBN: 2169-3536.

Abstract | Links | BibTeX | Tags: Clustering, Neural Networks, Self-organizing map, Unsupervised

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 | Tags:

Pérez-Aracil, J.; Camacho-Gómez, C.; Hernández-Díaz, A. M.; Pereira, E.; Camacho, D.; Salcedo-Sanz, S.

Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches Journal Article

In: Swarm and Evolutionary Computation, vol. 67, pp. 100958, 2021, ISSN: 2210-6502.

Abstract | Links | BibTeX | Tags: CRO-SL, Evolutionary algorithms, Memetic Algorithms, Nonlinear analysis, Submerged arches

Pérez-Aracil, Jorge; Camacho-Gómez, C.; Hernández-Díaz, Alejandro Mateo; Pereira, Emiliano; Salcedo-Sanz, Sancho

Optimum Shape Design of Geometrically Nonlinear Submerged Arches Using the Coral Reefs Optimization with Substrate Layers Algorithm Journal Article

In: Applied Sciences, vol. 11, no. 13, 2021.

Links | BibTeX | Tags:

Marcelino, Carolina Gil; Camacho-Gómez, C.; Jiménez-Fernández, Silvia; Salcedo-Sanz, Sancho

Optimal generation scheduling in hydro-power plants with the Coral Reefs Optimization algorithm Journal Article

In: Energies, vol. 14, no. 9, 2021.

Links | BibTeX | Tags:

Roch-Dupréa, David; Camacho-Gómez, C.; Cucala, Asunción P; Jiménez-Fernández, Silvia; López-López, Álvaro; Portilla-Figueras, Antonio; Pecharromán, Ramón R; Fernández-Cardador, Antonio; Salcedo-Sanz, Sancho

Optimal Location and Sizing of Energy Storage Systems in DC-Electrified Railway Lines Using a Coral Reefs Optimization Algorithm with Substrate Layers Journal Article

In: Energies, vol. 14, no. 16, 2021.

Links | BibTeX | Tags:

Pérez-Aracil, Jorge; Camacho-Gómez, C.; Pereira, Emiliano; Vaziri, Vahid; Aphale, Sumeet S; Salcedo-Sanz, Sancho

Eliminating Stick-Slip Vibrations in Drill-Strings with a Dual-Loop Control Strategy Optimised by the CRO-SL Algorithm Journal Article

In: Mathematics, vol. 8, no. 13, 2021.

Links | BibTeX | Tags:

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 | Tags: Deep Learning, Solar Radio Flux, Space Weather, Time Series Forecasting

Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz

A novel grid-based crowding distance for multimodal multi-objective optimization Inproceedings

In: 2020 IEEE Congress on Evolutionary Computation (CEC), pp. 1–8, IEEE 2020, ISBN: 978-1-7281-6929-3.

Abstract | Links | BibTeX | Tags: Multi-objective Optimization

Ramirez-Atencia, Cristian; Benecke, Tobias; Mostaghim, Sanaz

T-EA: A traceable evolutionary algorithm Inproceedings

In: 2020 IEEE Congress on Evolutionary Computation (CEC), pp. 1–8, IEEE 2020, ISBN: 978-1-7281-6929-3.

Abstract | Links | BibTeX | Tags: Evolutionary Computation, Theorical

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 | Tags: Decision Making, Fuzzy methods, Planning, Unmanned Aircraft Systems

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 | Tags: Emotional Intelligence, Extremism, Psychology, Serious Games, Videogames

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 | Tags: Emotional Intelligence, Extremism, Psychology, Serious Games, Videogames

Villar-Rodríguez, Guillermo

Time as Behavior: Binning Dwell Times as Actions between Events for the Prediction of Users’ Intent Masters Thesis

Tilburg University, 2020.

BibTeX | Tags: Prediction

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 | Tags: Big Data, Data Science, Social Networks, Social Networks Analysis, Visualization methods

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 | Tags: Centrality, Extremism, Far-right, Linguistics, Psychology, Social Networks Analysis

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 | Tags: Dynamic Community Detection, Dynamic Problems, Genetic Algorithms, Multi-objective Optimization, Social Networks Analysis

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 | Tags: Cellular Genetic Algorithms, Community Detection, Genetic Algorithms, Multi-objective Optimization, Social Networks Analysis

López, Helena Liz; others,

TFM?`?-Convolutional neural network models for pneumonia diagnosis Masters Thesis

2020.

BibTeX | Tags:

Casillas-Perez, David; Camacho-Gómez, C.; Jiménez-Fernandez, Silvia; Portilla-Figueras, Jose A.; Salcedo-Sanz, Sancho

Weighted ABG: A General Framework for Optimal Combination of ABG Path-Loss Propagation Models Journal Article

In: IEEE Access, vol. 8, pp. 101758-101769, 2020.

Links | BibTeX | Tags:

Pérez-Aracil, Jorge; Camacho-Gómez, C.; Hernández-Díaz, Alejandro Mateo; Pereira, Emiliano; Salcedo-Sanz, Sancho

Submerged Arches Optimal Design With a Multi-Method Ensemble Meta-Heuristic Approach Journal Article

In: IEEE Access, vol. 8, pp. 215057-215072, 2020.

Links | BibTeX | Tags:

Cornejo-Bueno, Laura; Camacho-Gómez, C.; Aybar-Ruíz, Adrián; Prieto, Luis; Barea-Ropero, Alberto; Salcedo-Sanz, Sancho

Wind power ramp event detection with a hybrid neuro-evolutionary approach Journal Article

In: Neural Computing and Applications, vol. 32, no. 2, pp. 391-402, 2020.

Links | BibTeX | Tags:

Camacho-Gómez, C.; Montero, Rocío Sánchez; Villanueva, Diego Martínez; Espí, Pablo Luís López; Sanz, Sancho Salcedo

Design of a Multi-Band Microstrip Textile Patch Antenna for LTE and 5G Services with the CRO-SL ensemble Journal Article

In: Applied Sciences, vol. 10, no. 3, 2020.

Links | BibTeX | Tags:

2019

Camacho-Gómez, C.; Marsa-Maestre, Ivan; Gimenez-Guzman, Jose Manuel; Salcedo-Sanz, Sancho

A Coral Reefs Optimization algorithm with substrate layer for robust Wi-Fi channel assignment Journal Article

In: Soft Computing, vol. 23, no. 23, pp. 12621-12640, 2019.

Links | BibTeX | Tags:

Camacho-Gómez, C.; Jiménez-Fernández, Silvia; Mallol-Poyato, R; Ser, Javier Del; Salcedo-Sanz, Sancho

Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm Journal Article

In: Soft Computing, vol. 23, no. 15, pp. 6495-6510, 2019.

Links | BibTeX | Tags:

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 | Tags: Constraint Satisfaction Problems, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

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 | Tags: Constraint Satisfaction Problems, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

Delgado, Maria Soledad; Moreno, Miguel; Vázquez, Luis; Martín-Gago, José A.; Briones, Carlos

Morphology Clustering Software for AFM Images, Based on Particle Isolation and Artificial Neural Networks Journal Article

In: 2019.

Abstract | Links | BibTeX | Tags: Clustering, Growing cell structures, Health, Self-organizing map

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 | Tags: Dynamic Community Detection, Extremism, Far-right, Social Networks, Social Networks Analysis

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 | Tags: Convolutional Neural Networks, Deep Learning, Ensemble, Health, Image Classification

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 | Tags: Bat Algorithm, Bio-inspired Metaheuristics, Dynamic Community Detection, Firefly Algorithm, Particle Swarm Optimization, Social Networks Analysis

Rodriguez-Fernandez, Victor

Extensions of Hidden Markov Models for supporting instructors in the analysis of training operations in an Unmanned Aircraft System Inproceedings

In: 2019 First International Conference on Societal Automation (SA), pp. 1–7, IEEE, Krakow, Poland, 2019, ISBN: 978-1-72813-345-4.

Links | BibTeX | Tags: Hidden Markov Model, Operator, Simulation-based Training, Unmanned Aircraft Systems

Salcedo-Sanz, S.; García-Herrera, R.; Camacho-Gómez, C.; Alexandre, E.; Carro-Calvo, L.; Jaume-Santero, F.

Near-optimal selection of representative measuring points for robust temperature field reconstruction with the CRO-SL and analogue methods Journal Article

In: Global and Planetary Change, vol. 178, pp. 15-34, 2019, ISSN: 0921-8181.

Abstract | Links | BibTeX | Tags: Analogue method, Coral Reefs Optimization algorithm, Most representative points, Temperature fields reconstruction

Jiménez-Fernández, Silvia; Camacho-Gómez, C.; Mallol-Poyato, Ricardo; Fernández, Juan Carlos; Ser, Javier Del; Portilla-Figueras, Antonio; Salcedo-Sanz, Sancho

Optimal microgrid topology design and siting of distributed generation sources using a multi-objective substrate layer Coral Reefs Optimization algorithm Journal Article

In: Sustainability, vol. 11, no. 1, 2019.

Links | BibTeX | Tags:

Stevenson, Emma; Lemmens, Stijn; Siminski, Jan

Deriving a Unified Space Object Catalogue for the Purpose of Space Debris Monitoring and Modelling Inproceedings

In: 1st NEO and Debris Detection Conference, Darmstadt, Germany, 2019.

Links | BibTeX | Tags:

2018

Ramirez-Atencia, Cristian

Automated mission planning and decision support systems for multiple unmanned aerial vehicles PhD Thesis

Universidad Autónoma de Madrid, 2018.

Links | BibTeX | Tags: Constraint Satisfaction Problems, Decision Making, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

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 | Tags: Decision Making, Planning, Unmanned Aircraft Systems

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 | Tags: Operator, Simulation-based Training, Unmanned Aircraft Systems

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 | Tags: Computer-based Simulation, Human-Machine Interaction, Planning, Unmanned Aircraft Systems

Stevenson, Emma; Virgili, Benjamin Bastida; Lemmens, Stijn; Reihs, Benedikt

Comparison of Atmosphere Models for Atmospheric Predictions Inproceedings

In: 4th International Space Debris Re-entry Workshop, Darmstadt, Germany, 2018.

Links | BibTeX | Tags:

Torregrosa, Javier; Panizo-LLedot, Ángel

Risktrack: Assessing the risk of jihadi radicalization on twitter using linguistic factors Inproceedings

In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 15–20, Springer 2018.

Links | BibTeX | Tags: Jihadism, Radicalization, Social Networks, Terrorism

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 | Tags: Artificial Bee Colony, Bio-inspired Metaheuristics, Constraint Satisfaction Problems, Industry

Thorburn, Joshua; Torregrosa, Javier; Panizo-LLedot, Ángel

Measuring extremism: Validating an alt-right twitter accounts dataset Inproceedings

In: International conference on intelligent data engineering and automated learning, pp. 9–14, Springer 2018.

Links | BibTeX | Tags: Extremism, Far-right, Social Networks

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

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

In: XVIII Conferencia de la Asociación Espa~nola para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, Espa~na, pp. 995–1000, Asociación Espa~nola para la Inteligencia Artificial (AEPIA) 2018.

BibTeX | Tags: Bio-inspired Metaheuristics, Dynamic Community Detection, Genetic Algorithms, Memetic Algorithms, Social Networks Analysis

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 | Tags: Dynamic Community Detection, Genetic Algorithms, Memetic Algorithms, Social Networks Analysis

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 | Tags: Dynamic Community Detection, Genetic Algorithms, Social Networks Analysis

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 | Tags: Artificial Intelligence, Space

Salcedo-Sanz, Sancho; Deo, Ravinesh C.; Cornejo-Bueno, Laura; Camacho-Gómez, C.; Ghimire, Sujan

An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia Journal Article

In: Applied Energy, vol. 209, pp. 79-94, 2018, ISSN: 0306-2619.

Abstract | Links | BibTeX | Tags: Coral Reefs Optimization, Extreme Learning Machines, Grouping Genetic Algorithms, Hybrid modelling system, Solar radiation estimation

Camacho-Gómez, C.; Wang, X.; Pereira, E.; Díaz, I. M.; Salcedo-Sanz, S.

Active vibration control design using the Coral Reefs Optimization with Substrate Layer algorithm Journal Article

In: Engineering Structures, vol. 157, pp. 14-26, 2018, ISSN: 0141-0296.

Abstract | Links | BibTeX | Tags: Active vibration control, Co-evolution, Coral Reefs Optimization, Human-induced vibrations, Meta-heuristics, MIMO control

Salcedo-Sanz, S.; Aybar-Ruíz, A.; Camacho-Gómez, C.; Pereira, E.

Efficient fractal-based mutation in evolutionary algorithms from iterated function systems Journal Article

In: Communications in Nonlinear Science and Numerical Simulation, vol. 56, pp. 434-446, 2018, ISSN: 1007-5704.

Abstract | Links | BibTeX | Tags: Evolutionary programming, Fractals, Iterated function systems, Mutation procedures design

Salcedo-Sanz, S.; García-Herrera, R.; Camacho-Gómez, C.; Aybar-Ruíz, A.; Alexandre, E.

Wind power field reconstruction from a reduced set of representative measuring points Journal Article

In: Applied Energy, vol. 228, pp. 1111-1121, 2018, ISSN: 0306-2619.

Abstract | Links | BibTeX | Tags: Analogue method, Coral Reefs Optimization algorithm, Representative points, Wind power field reconstruction, Wind resource analysis

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 | Tags: Constraint Satisfaction Problems, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

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 | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

Virgili, Benjamin Bastida; Lemmens, Stijn; Stevenson, Emma; Reihs, Benedikt

Statistical comparison of ISO recommended thermosphere models and space weather proxy forecasting on re-entry predictions Inproceedings

In: 68th International Astronautical Congress (IAC), Adelaide, Australia, 2017.

BibTeX | Tags:

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 | Tags: Behavioral Patterns, Clustering, Industry, Operator, Performance Metrics, Unmanned Aircraft Systems

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 | Tags: Clustering, Operator, Performance Metrics, Simulation-based Training, Time Series, Unmanned Aircraft Systems

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 | Tags: Operator, Petri-Net, Unmanned Aircraft Systems

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 | Tags: Behavioral Patterns, Hidden Markov Model, Operator, Unmanned Aircraft Systems

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.

Links | BibTeX | Tags: Artificial Intelligence, Unmanned Aircraft Systems

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 | Tags: Deep Learning, Malware Detection, Neural Networks

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 | Tags: Deep Learning, Evolutionary Computation

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 | Tags: Constraint Satisfaction Problems, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

Delgado, Maria Soledad; Higuera, Clara; Calle-Espinosa, Jorge; Morán, Federico; Montero, Francisco

A SOM prototype-based cluster analysis methodology Journal Article

In: Expert Systems with Applications, vol. 88, pp. 14-28, 2017, ISSN: 0957-4174.

Abstract | Links | BibTeX | Tags: Clustering, Metabolic network, Self-organizing map, Topology preserving, Unsupervised

Salcedo-Sanz, S.; Camacho-Gómez, C.; Magdaleno, A.; Pereira, E.; Lorenzana, A.

Structures vibration control via Tuned Mass Dampers using a co-evolution Coral Reefs Optimization algorithm Journal Article

In: Journal of Sound and Vibration, vol. 393, pp. 62-75, 2017, ISSN: 0022-460X.

Abstract | Links | BibTeX | Tags: Co-evolution, Coral Reefs Optimization, Meta-heuristics, Structural vibration control, Tuned Mass Dampers

2016

Salcedo-Sanz, Sancho; Camacho-Gómez, C.; Mallol-Poyato, R; Jiménez-Fernández, Silvia; Ser, Javier Del

A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids Journal Article

In: Soft Computing, vol. 20, no. 11, pp. 4287-4300, 2016.

Links | BibTeX | Tags:

Thomas, Alexandra; Stevenson, Emma; Gittins, Fabian W. R.; Miglio, Andrea; Davies, Guy; Girardi, Léo; Campante, Tiago L.; Schofield, Mathew

Galactic Archaeology with TESS: Prospects for Testing the Star Formation History in the Solar Neighbourhood Inproceedings

In: The European Physical Journal Conferences, Seismology of the Sun and the Distant Stars, 2016.

Links | BibTeX | Tags:

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 | Tags: Operator, Simulation-based Training, Unmanned Aircraft Systems

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.

Links | BibTeX | Tags: Hidden Markov Model

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 | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

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 | Tags: Artificial Intelligence, Multi-agents systems, Platform, Unity3D, Videogames

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.

Links | BibTeX | Tags: Behavioral Patterns, Hidden Markov Model, Operator, Unmanned Aircraft Systems

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 | Tags: Genetic Algorithms, Planning, Unmanned Aircraft Systems

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 | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

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 | Tags: Malware Detection, Multi-objective Optimization

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 | Tags: Malware Detection

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 | Tags: Malware Detection

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 | Tags: Classification, Malware Detection

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 | Tags: Malware Detection

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 | Tags: Behavioral Patterns, Hidden Markov Model, Human-Machine Interaction, Unmanned Aircraft Systems

Martín, Alejandro; González, José Carlos; Pulido, José Carlos; García-Olaya, Ángel; Fernández, Fernando; Suárez-Mejías, Cristina

Therapy Monitoring and Patient Evaluation with Social Robots Conference

3rd Workshop on ICTs for improving Patients Rehabilitation Research Techniques, REHAB 2015, 2015.

Abstract | Links | BibTeX | Tags: Cerebral Palsy, Health, Social Robot, Therapy

Delgado, Maria Soledad; Morán, Federico; Mora, Antonio; Merelo, Juan Julián; Briones, Carlos

A novel representation of genomic sequences for taxonomic clustering and visualization by means of self-organizing maps Journal Article

In: Bioinformatics, vol. 31, no. 5, pp. 736-744, 2015, ISSN: 1367-4803.

Abstract | Links | BibTeX | Tags: Clustering, Distance Measures, Growing cell structures, Self-organizing map

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 | Tags: Computer-based Simulation, Unmanned Aircraft Systems, Web Services

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 | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Multi-objective Optimization, Planning, Unmanned Aircraft Systems

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 | Tags: Multi-objective Optimization, Planning, Player Assessment, Serious Games, Unmanned Aircraft Systems

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 | Tags: Epidemic Intelligence, Health, Outbreak Detection, Social Networks, Web Mining

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 | Tags: Computer-based Simulation, Human-Machine Interaction, Unmanned Aircraft Systems, Web Services

Rodriguez-Fernandez, Victor

Development of a Multi-UAV Simulator to Analyze the Behavior of Operators in Coastal Surveillance Missions Masters Thesis

2015.

BibTeX | Tags: Computer-based Simulation, Operator, Simulation-based Training, Unmanned Aircraft Systems

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 | Tags: Constraint Satisfaction Problems, Planning, Unmanned Aircraft Systems

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 | Tags: Data Analysis, Data Mining, Videogames

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 | Tags: Behavioral Patterns, Clustering, Computer-based Simulation, Human-Machine Interaction, Performance Metrics, Unmanned Aircraft Systems, Videogames

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 | Tags: Clustering, Videogames

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 | Tags: Constraint Satisfaction Problems, Planning, Serious Games, Simulation-based Training, Unmanned Aircraft Systems

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 | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Planning, Unmanned Aircraft Systems

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.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory

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 | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory

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

Micro and Macro Lemmings simulations based on ants colonies Conference

EvoApp 2014, vol. In press, 2014.

BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, Graph Theory, Videogames

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 | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, Graph Theory, Videogames

Menendez, Hector D; Barrero, David F; Camacho, David

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm Inproceedings

In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2724–2731, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization

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 | Tags: Clustering, Genetic Algorithms, Graph Theory

Menendez, Hector D; Camacho, David

A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation Inproceedings

In: Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on, pp. 234–241, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization

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 | Tags: Computer-based Education, Data Mining, Normalized Compression Distance, Virtual World

Menéndez, Héctor D; Plaza, Laura; Camacho, David

Combining graph connectivity and genetic clustering to improve biomedical summarization Inproceedings

In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2740–2747, IEEE 2014.

BibTeX | Tags: Automatic Summarization, Clustering, Genetic Algorithms

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 | Tags: Classification, Clustering, Collective Trends, Social Networks, Twitter

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 | Tags: Data Mining, Social Networks, Twitter

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 | Tags: Clustering, Prediction, Sports, Time Series

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 | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Videogames

Bello-Orgaz, Gema; Camacho, David

Evolutionary clustering algorithm for community detection using graph-based information Inproceedings

In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 930–937, IEEE 2014.

Links | BibTeX | Tags: Clustering, Community Detection, Genetic Algorithms, Graph Theory

Okazaki, Shintaro; Díaz-Martín, Ana M; Rozano, Mercedes; Menéndez, Héctor D

How to mine brand Tweets: Procedural guidelines and pretest Journal Article

In: International Journal of Market Research, vol. 56, no. 4, pp. 467–488, 2014.

BibTeX | Tags: Classification, Sentimental Analysis, Twitter

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 | Tags: Ant Colony Optimization, Clustering

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 | Tags: Clustering, Sports

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

SACOC: A spectral-based ACO clustering algorithm Incollection

In: Intelligent Distributed Computing VIII, pp. 185–194, Springer International Publishing, 2014.

BibTeX | Tags: Ant Colony Optimization, Clustering

Menéndez, Héctor D; Delgado-Calle, Carlos; Camacho, David

TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis Incollection

In: Intelligent Data Engineering and Automated Learning--IDEAL 2014, pp. 69–76, Springer International Publishing, 2014.

BibTeX | Tags: Semantic Data, Twitter

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

A simple CSP-based model for unmanned air vehicle mission planning Inproceedings

In: 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings, pp. 146–153, IEEE 2014.

BibTeX | Tags: Constraint Satisfaction Problems, Planning, Unmanned Aircraft Systems

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

Branching to find feasible solutions in unmanned air vehicle mission planning Inproceedings

In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 286–294, Springer, Cham 2014.

BibTeX | Tags: Constraint Satisfaction Problems, Planning, Unmanned Aircraft Systems

Ramirez-Atencia, Cristian

Modelling Unmanned Vehicles Mission Planning problems as Constraint Satisfaction Problems Masters Thesis

Universidad Autónoma de Madrid, 2014.

BibTeX | Tags: Constraint Satisfaction Problems, Planning, Unmanned Aircraft Systems

Lorenzo-Redondo, Ramón; Delgado, Maria Soledad; Morán, Federico; Lopez-Galindez, Cecilio

Realistic Three Dimensional Fitness Landscapes Generated by Self Organizing Maps for the Analysis of Experimental HIV-1 Evolution Journal Article

In: 2014.

Links | BibTeX | Tags: Data Projection, Health, Self-organizing map

2013

Gonzalez-Pardo, Antonio; Cajias, Raul; Camacho, David

An Agent-Based Simulation of Christakis-Fowler Social Model Conference

Proceedings of the 5th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2013), vol. 513, Lecture Notes in Artificial Intelligence of Springer-Verlag Springer Verlag, 2013, ISBN: 978-3-319-01786-0.

BibTeX | Tags: Multi-agents systems, Social Networks

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

Extracting Collective Trends from Twitter Using Social-Based Data Mining Incollection

In: 5th International Conference on Computational Collective Intelligence (ICCCI 2013), pp. 622–630, Springer-Verlag, 2013.

Links | BibTeX | Tags: Classification, Clustering, Collective Trends, Data Mining, Social Networks, Twitter

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 | Tags: Business Intelligence, Data Mining, Genetic Algorithms, Graph Theory

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

A Multi-Objective Genetic Graph-based Clustering Algorithm with Memory Optimization Conference

IEEE Congress on Evolutionary Computation (CEC 2013), 2013.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization

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

Effects of the Lack of Selective Pressure on the Expected Run-Time Distribution in Genetic Programming Conference

IEEE Congress on Evolutionary Computation (CEC 2013), 2013.

Links | BibTeX | Tags: Distribution, Genetic Programming

Plaza, Laura; Menéndez, Héctor D; Camacho, David

A Genetic Graph-based Clustering approach to Biomedical Summarization Conference

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, no. 10, WIMS '13 ACM Press, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

Links | BibTeX | Tags: Automatic Summarization, Clustering, Genetic Algorithms, Natural Language Processing

Bello-Orgaz, Gema; Camacho, David

Comparative study of text clustering techniques in virtual worlds Conference

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, WIMS '13 ACM Press, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

Links | BibTeX | Tags: Behavioral Patterns, Clustering, Distance Measures, Mahout Library, Text Clustering, Virtual World

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 | Tags: Data Compression, Document representation, Information Filtering, Information Theory, Word Removal

Gonzalez-Pardo, Antonio; Camacho, David

A new CSP graph-based representation for Ant Colony Optimization Conference

2013 IEEE Conference on Evolutionary Computation (CEC 2013), vol. 1, 2013.

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Theorical

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms Conference

Proceedings of the 7th International Symposium on Intelligent Distributed Computing - IDC 2013, Studies in Computational Intelligence Springer Berlin Heidelberg, 2013.

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Multi-agents systems, Videogames

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 | Tags: Clustering, Information Extraction, Knowledge-based Systems

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 | Tags: Computer-based Education, Virtual World

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 | Tags: Evolutionary Computation

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 | Tags: Genetic Programming, Security

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 | Tags: Clustering, Contextual information, Data Compression, Text Clustering, Word Removal

Gonzalez-Pardo, Antonio; Camacho, David

Maximal Component detection in graphs using swarm-based and genetic algorithms Conference

Proceedings of the 6th International Symposium on Intelligent Distributed Computing - IDC 2012, vol. 446, Studies in Computational Intelligence Springer Berlin Heidelberg, 2012, ISBN: 978-3-642-32523-6.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Graph Theory

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 | Tags: Clustering, Genetic Algorithms, Graph Theory, Overlapping Clustering

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 | Tags: Graph Theory, Multi-agents systems, Neural Networks

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 | Tags: Genetic Algorithms, Information Extraction, Wrappers

Menéndez, Héctor D; Camacho, David

A Genetic Graph-Based Clustering Algorithm Incollection

In: Intelligent Data Engineering and Automated Learning - IDEAL 2012, vol. 7435, pp. 216-225, Springer Berlin / Heidelberg, 2012, ISSN: 978-3-642-32638-7, (10.1007/978-3-642-32639-4_27).

Abstract | Links | BibTeX | Tags: Clustering, Data Analysis, Data Mining, Graph Theory

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

Clustering avatars behaviours from virtual worlds interactions Inproceedings

In: Proceedings of the 4th International Workshop on Web Intelligence & Communities, pp. 4:1–4:7, ACM, New York, NY, USA, 2012, ISSN: 978-1-4503-1189-2.

Links | BibTeX | Tags: Behavioral Patterns, Clustering, Data Processing, Graph Theory, Hierarchical Clustering, Overlapping Clustering, Virtual World

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

Features selection from high-dimensional web data using clustering analysis Inproceedings

In: Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, pp. 20:1–20:9, ACM, New York, NY, USA, 2012, ISSN: 978-1-4503-0915-8.

Links | BibTeX | Tags: Clustering, Data Analysis, Data Projection, Feature Selection, Sports, Web Mining

Delgado, Maria Soledad; Gómez, David; Pulido-Valdeolivas, Irene; Lopez, Javier; Martín, J. A.; Morán, F.; Rausell, Estrella

Gait patterns in a reference dataset of healthy children Journal Article

In: Gait & Posture, vol. 36, pp. S97, 2012.

Links | BibTeX | Tags: Data Analysis, Growing cell structures, Health, Self-organizing map

2011

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

Implementing the Use of Virtual Worlds in the Teaching of Foreign Languages (level A1) Conference

Proceedings of Learning a Language in Virtual Worlds: A Review of Innovation and ICT in Language Teaching Methodology, Warsaw Academy of Computer Science, 2011, ISBN: 978-83-88910-36-4.

BibTeX | Tags: eLearning, Virtual World

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

Designing serious games for foreign language learning Conference

4th International Conference ICT for Language Learning, Florence (Italy), Simonelli Editore, 2011, ISBN: 978-88-7647-719-5.

BibTeX | Tags: Computer-based Education, eLearning

Cajias, Raul; Gonzalez-Pardo, Antonio; Camacho, David

A Multi-Agent Simulation Platform Applied to the Study of Urban Traffic Lights Conference

Proceedings of the 6th International Conference on Software and Data Technologies, vol. 1, 2011, ISBN: 978-989-8425-76-8.

Links | BibTeX | Tags: Computer-based Simulation, Multi-agents systems

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 | Tags: Computer-based Education, eLearning, opensim, Programming Courses, Virtual World

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 | Tags: Clustering, Data Compression, Data Mining, Text Analysis

Cajias, Raul; González-Pardo, Antonio; Camacho, David

A Swarm Simulation Platform For Agent-Based Social Simulations Conference

5th International Symposium on Intelligent Distributed Computing (IDC 2011), vol. 382, Springer Berlin / Heidelberg, 2011, ISBN: 978-3-642-24012-6.

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Social Networks

Gonzalez-Pardo, Antonio; Camacho, David

Analysis of Grammatical Evolution Approaches to Regular Expression Induction Conference

Evolutionary Computation (CEC), 2011 IEEE Congress on, 2011, ISBN: 978-1-4244-7835-4/11/.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Regular Expressions

Jiménez-Díaz, Guillermo; Menéndez, Héctor D; Camacho, David; González-Calero, Pedro A

Predicting Performance in Team Games Conference

ICAART 2011 - Proceedings of the 3ed International Conference on Agents and Artificial Intelligence, vol. Vol 1, INSTICC Institude - for systems and Control Technologies of Information and Communication, 2011, ISBN: 978-989-8425-40-3.

Links | BibTeX | Tags: Multi-agents systems

Cajias, Raul; Gonzalez-Pardo, Antonio; Camacho, David

A Multi-Agent Traffic Simulation Framework for Evaluating the Impact of Traffic Lights Conference

Proceedings of the 3rd International Conference on Agents and Artificial Intelligence (ICAART), vol. 2, Communications in Computer and Information Science Springer Berlin / Heidelberg, 2011, ISBN: 978-989-8425-41-6.

Links | BibTeX | Tags: Computer-based Simulation, Multi-agents systems

Bello-Orgaz, Gema; Cajias, Raul; Camacho, David

Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest Inproceedings

In: 1st International Conference on Web Intelligence, Mining and Semantics (WIMS’11), ACM Press, 2011.

Links | BibTeX | Tags: Clustering, Data Mining, Graph Theory, Social Networks

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

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

In: Intelligent Data Engineering and Automated Learning - IDEAL 2011, vol. 6936, pp. 160-169, Springer Berlin / Heidelberg, 2011, ISSN: 978-3-642-23877-2.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory

Delgado, Maria Soledad; Gonzalo, Consuelo; Martinez, Estibaliz; Arquero, Agueda

A combined measure for quantifying and qualifying the topology preservation of growing self-organizing maps Journal Article

In: Neurocomputing, vol. 74, no. 16, pp. 2624-2632, 2011, ISSN: 0925-2312, (Advances in Extreme Learning Machine: Theory and Applications Biological Inspired Systems. Computational and Ambient Intelligence).

Abstract | Links | BibTeX | Tags: Delaunay triangulation, Growing cell structures, Self-organizing map, Topology preserving, Visualization methods

2010

Gonzalez-Pardo, Antonio; Rodrí­guez, Francisco Borja; Pulido, Estrella; Camacho, David

Using Virtual Worlds for Behaviour Clustering-based Analysis Conference

ACM Workshop on Surreal Media and Virtual Cloning, SMVC '10 ACM, ACM New York, NY, USA, 2010, ISSN: 978-1-60558-933-6.

Links | BibTeX | Tags: Clustering, Normalized Compression Distance, Virtual World

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

Optimal message interchange in a self-organizing multi-agent system Conference

Intelligent Distributed Computing IV, vol. 315, Studies in Computational Intelligence IV Springer Verlag Berlin Heidelberg, 2010, ISSN: 978-3-642-15210-8.

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Neural Networks

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 | Tags: Semantic Data, Semantic Web, Web Services

Gonzalez-Pardo, Antonio; Granados, Ana; Camacho, David; Rodrí­guez, Francisco Borja

Influence of music representation on compression-based clustering Conference

IEEE World Congress on Computational Intelligence, IEEE Xplore, 2010, ISSN: 978-1-4244-6910-9.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Information Theory, Normalized Compression Distance

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 | Tags: Genetic Algorithms, Multi-agents systems

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

A Case Study on Grammatical-Based Representation for Regular Expression Evolution Conference

Trends in Practical Applications of Agents and Multiagent Systems, vol. 71, Advances in Soft Computing Universidad Autónoma de Madrid Departamento de Informática C/Francisco Tomás y Valiente, n 11 28049 Madrid Spain Springer Berlin / Heidelberg, 2010, ISSN: 978-3-642-12432-7.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Regular Expressions

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

Variable Length-Based Genetic Representation to Automatically Evolve Wrappers Conference

Trends in Practical Applications of Agents and Multiagent Systems, vol. 71, Advances in Soft Computing Springer Berlin / Heidelberg, 2010, ISSN: 978-3-642-12432-7.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Regular Expressions

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 | Tags: Semantic Web

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

A Decision Support System for Logistics Operations Inproceedings

In: SOCO, pp. 103-110, 2010.

BibTeX | Tags: Multi-agents systems, Planning

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

Confidence intervals of success rates in evolutionary computation Inproceedings

In: GECCO, pp. 975-976, 2010.

BibTeX | Tags: Genetic Algorithms

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

Relevance of Contextual Information in Compression-Based Text Clustering Inproceedings

In: IDEAL, pp. 259-266, 2010.

BibTeX | Tags: Clustering, Data Analysis

Cobos, Ruth; Cajias, Raúl; Barros, Linda; Borges, Marcos R S

Towards the Construction of a Knowledge Building Environment Inproceedings

In: CDVE, pp. 27-30, 2010.

BibTeX | Tags: Colaborative systems, Web Services

2009

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

A Framework for Agent-Based Evaluation of Genetic Algorithms Inproceedings

In: IDC, pp. 31-41, 2009.

BibTeX | Tags: Genetic Algorithms, Multi-agents systems

Cano, Juan I; Sánchez, Luis; Camacho, David; Pulido, Estrella; Anguiano, Eloy

Allocating Educational Resources through Happiness Maximization and Traditional CSP Approach Inproceedings

In: ICSOFT (2), pp. 113-119, 2009.

BibTeX | Tags: Computer-based Education

Rico, Mariano; Camacho, David; Corcho, Óscar

Personalized Handling of Semantic Data with MIG Inproceedings

In: DEXA Workshops, pp. 64-68, 2009.

BibTeX | Tags: Semantic Web

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 | Tags: Multi-agents systems

Cano, Juan I; Sánchez, Luis; Camacho, David; Pulido, Estrella; Anguiano, Eloy

Using Preferences to Solve Student-Class Allocation Problem Inproceedings

In: IDEAL, pp. 626-632, 2009.

BibTeX | Tags: Computer-based Education

Rico, Mariano; Camacho, David; Corcho, Óscar

VPOET Templates to Handle the Presentation of Semantic Data Sources in Wikis Inproceedings

In: SemWiki, 2009.

BibTeX | Tags: Semantic Web

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 | Tags: eLearning

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 | Tags: Machine Learning, Planning

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

Evaluating the Impact of Information Distortion on Normalized Compression Distance Inproceedings

In: ICMCTA, pp. 69-79, 2008.

BibTeX | Tags: Information Distortion

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.

BibTeX | Tags: Semantic Web

2007

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

Automatic course redesign using metadata and scheduling: group-based vs individual adaptation Inproceedings

In: Proceedings of Computer Assisted Learning (CAL) biennial conference Development, Disruption and Debate, Elsevier, 2007.

BibTeX | Tags: eLearning

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

CAMOU: A Simple Integrated eLearning and Planning Techniques Tool Inproceedings

In: ReTIeL, 2007.

BibTeX | Tags: eLearning, Planning

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 | Tags: Semantic Web

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 | Tags: Data Analysis

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 | Tags: Clustering, Data Analysis

Camacho, David; R-Moreno, Maria D

Towards an automatic monitoring for higher education Learning Design Journal Article

In: IJMSO, vol. 2, no. 1, pp. 1-10, 2007.

BibTeX | Tags: Computer-based Education

Camacho, David; R-Moreno, Maria D

Web Data Extraction using Semantic Generators Inproceedings

In: Proceedings of the International e-Conference of Computer Science (IeCCS 2006), pp. 34-38, VSP/Brill Academic Publishers, 2007.

BibTeX | Tags: Semantic Web

2006

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Molina, José M

Multi-agent plan based information gathering Journal Article

In: Appl. Intell., vol. 25, no. 1, pp. 59-71, 2006.

BibTeX | Tags: Multi-agents systems

Camacho, David; Fernández, Fernando; Rodelgo, Miguel A

Roboskeleton: An architecture for coordinating robot soccer agents Journal Article

In: Eng. Appl. of AI, vol. 19, no. 2, pp. 179-188, 2006.

Links | BibTeX | Tags: Multi-agents systems

2005

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Molina, José M

A Multi-Agent architecture for intelligent gathering systems Journal Article

In: AI Commun., vol. 18, no. 1, pp. 15-32, 2005.

BibTeX | Tags: Multi-agents systems

Camacho, David; Aler, Ricardo

Software and Performance Measures for Evaluating Multi-Agent Frameworks Journal Article

In: Applied Artificial Intelligence, vol. 19, no. 6, pp. 645-657, 2005.

BibTeX | Tags: Multi-agents systems

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 | Tags: Data Mining, Information Theory, Multi-agents systems

Aler, Ricardo; Camacho, David; Moscardini, Alfredo

The Effects of Transfer of Global Improvements in Genetic Programming Journal Article

In: Computers and Artificial Intelligence, vol. 23, no. 4, 2004.

BibTeX | Tags: Genetic Algorithms

Camacho, David; R-Moreno, Maria D; López, Alberto; Castro, César

Using Hierarchical Knowledge Structures to Implement Dynamic FAQ Systems Inproceedings

In: PAKM, pp. 496-507, 2004.

BibTeX | Tags: Computer-based Education, Data Analysis

2003

Camacho, David; López, Miguel A; Aler, Ricardo

Desining Flexible Software Components for Automatic Information Extraction in Web Agents Inproceedings

In: International Conference on Intelligent Agents, Web Technology and Internet Commerce, Vienna, Austria, 2003.

BibTeX | Tags: Information Extraction, Multi-agents systems

Camacho, David

Coordination of Planning Agents to Solve Problems in the Web Journal Article

In: AI Communications, The European Journal on Artificial Intelligence. Ed. by IOS Press., vol. 16, no. 4, pp. 309-311, 2003.

BibTeX | Tags: Multi-agents systems, Planning, Web Services

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 | Tags: Multi-agents systems

Camacho, David; López, Miguel A; Aler, Ricardo

Designing Flexible Software Components for Automatic Information Extraction in Web Agents Inproceedings

In: International Conference on Intelligent Agents, Web Technology and Internet Commerce, Vienna, Austria, 2003.

BibTeX | Tags: Information Extraction, Multi-agents systems, Semantic Web

Camacho, David; López, Miguel A; Aler, Ricardo

Semi-Automatic Parsing for Web Knowledge Extraction Inproceedings

In: Applied Informatics, pp. 303-308, 2003.

BibTeX | Tags: Data Mining, Semantic Web

Camacho, David

Thesis: Coordination of planning agents to solve problems in the Web Journal Article

In: AI Commun., vol. 16, no. 4, pp. 309-311, 2003.

BibTeX | Tags: Data Mining, Multi-agents systems

2002

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Molina, José M

A Cooperative Planning Algorithm to Improve Performance in Web Domains Inproceedings

In: Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2002), IEEE Hammamet, Tunisia, 2002.

BibTeX | Tags: Planning, Web Services

Camacho, David; Hernando, Javier

A Preliminary Study of Jade and JATLite Frameworks in Web Domains Inproceedings

In: Internet, e-com and Artificial Intelligence Ist International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS'2002), pp. 113–122, Salamanca, Spain, 2002.

BibTeX | Tags: Multi-agents systems

Aler, Ricardo; Camacho, David; Blázquez, Fernando

Evolución de jerarquí­as de subrutinas Inproceedings

In: Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados (AEB'02), Merida, Spain, 2002.

BibTeX | Tags: Genetic Algorithms

Camacho, David; Aler, Ricardo; Castro, César; Molina, José M

Analysis of Internet Multi-Agent Based System for Zeus and SkeletonAgent Frameworks Inproceedings

In: Second WSEAS International Conference on Multimedia, Internet and Video Technologies (ICOMIV 2002), IEEE Skiathos, Greece, 2002.

BibTeX | Tags: Multi-agents systems

Camacho, David; Aler, Ricardo; Castro, César; Molina, José M

Performance Evaluation of Zeus, Jade and SkeletonAgent Frameworks Inproceedings

In: Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2002), IEEE Hammamet, Tunisia, 2002.

BibTeX | Tags: Multi-agents systems

Aler, Ricardo; Borrajo, Daniel; Camacho, David; Sierra-Alonso, Almudena

A knowledge-based approach for business process reengineering, SHAMASH Journal Article

In: Knowl.-Based Syst., vol. 15, no. 8, pp. 473-483, 2002.

BibTeX | Tags: Knowledge-based Systems

Camacho, David; Molina, José M; Borrajo, Daniel; Aler, Ricardo

MAPWEB: Cooperation between Planning Agents and Web Agents Journal Article

In: Information & Security: An International Journal. Special issue on Agent-based Technologies, vol. 8, no. 2, pp. 209–238, 2002.

BibTeX | Tags: Multi-agents systems, Planning, Semantic Web

Camacho, David; Molina, José M; Borrajo, Daniel; Aler, Ricardo

Solving Travel Problems by Integrating WEB Information with Planning Inproceedings

In: ISMIS, pp. 482-490, 2002.

BibTeX | Tags: Data Mining, Planning

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 | Tags: Multi-agents systems, Planning, Web Services

Camacho, David; Borrajo, Daniel; Molina, José M; Aler, Ricardo

Abstract Planning in Dynamic Environments Inproceedings

In: Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2001), IEEE Tucson (AZ), USA, 2001.

BibTeX | Tags: Planning

Camacho, David; Borrajo, Daniel; Molina, José M; Aler, Ricardo

Flexible Integration of Planning and Information Gathering Inproceedings

In: Proceedings of the European Conference on Planning (ECP-01), Springer-Verlag. Series LNAI, Toledo, Spain, 2001.

BibTeX | Tags: Information Extraction, Planning

Camacho, David; Hernández, César; Molina, José M

Information Classification using Fuzzy Knowledge Based Agents Inproceedings

In: Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2001), IEEE USA, 2001.

BibTeX | Tags: Information Extraction, Knowledge-based Systems, Multi-agents systems, Web Services

Camacho, David; Cuadrado, Juan; Borrajo, Daniel; Molina, José M

Desarrollo de Agentes de Usuario para el Acceso Distribuido a Información en Web Inproceedings

In: Turismo y Tecnologí­as de la Información y las Comunicaciones, pp. 111–134, Madrid, Spain, 2001.

BibTeX | Tags: Multi-agents systems, Web Services

Aler, Ricardo; Blázquez, Francisco; Camacho, David

Experimentacion en Programacion Genetica Multinivel Journal Article

In: Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, vol. 13, pp. 10-22, 2001.

BibTeX | Tags: Genetic Algorithms

Camacho, David; Borrajo, Daniel; Molina, José M

Intelligent Travel Planning: A MultiAgent Planning System to Solve Web Problems in the e-Tourism Domain Journal Article

In: Autonomous Agents and Multi-Agent Systems, vol. 4, no. 4, pp. 387-392, 2001.

BibTeX | Tags: Multi-agents systems, Planning

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Sierra-Alonso, Almudena

SHAMASH: An AI Tool for Modeling and Optimizing Business Processes Inproceedings

In: ICTAI, pp. 306-313, 2001.

BibTeX | Tags: Knowledge-based Systems

2000

Camacho, David; Molina, José M; Borrajo, Daniel

A Multiagent Approach for Electronic Travel Planning Inproceedings

In: Proceedings of the Second International Bi-Conference Workshop on Agent-Oriented Information Systems (AOIS-2000), AAAI Austin, TX (USA), 2000.

BibTeX | Tags: Multi-agents systems, Planning

Camacho, David; Borrajo, Daniel; Molina, José M

Electronic Tourism in the Web. An Artificial Intelligence Approach Inproceedings

In: Turismo y Teconologí­as de la Información y las Comunicaciones, pp. 307-326, Madrid, Spain, 2000.

BibTeX | Tags: Multi-agents systems, Web Services

Camacho, David; Borrajo, Daniel; Molina, José M

TravelPlan: A MultiAgent System to Solve Web Electronic Travel Problems Inproceedings

In: Workshop on Agent-Based Recommender Systems. Fourth International Conference on Autonomous Agents, ACM Barcelona, Spain, 2000.

BibTeX | Tags: Multi-agents systems, Web Services

Camacho, David; Hernández, César; Molina, José M

Information Classification in Web Agents using Fuzzy Knowledge for Distance Evaluation Inproceedings

In: WSES International Conference on: Fuzzy Sets & Fuzzy Systems (FSFS-01), IEEE Puerto De La Cruz (Tenerife), Spain, 2000.

BibTeX | Tags: Knowledge-based Systems, Multi-agents systems, Web Services

1999

Camacho, David; Molina, José M; Borrajo, Daniel

Planificación en Internet basada en una Arquitectura Multiagente Inproceedings

In: II Jornadas de Ingenierí­a Telemática (JITEL99), pp. 289-296, Leganes, Madrid(Spain), 1999.

BibTeX | Tags: Multi-agents systems

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Giráldez, José Ignacio; Sierra-Alonso, Almudena

SHAMASH, a Knowledge-Based System for Business Process Reengineering Inproceedings

In: Proceedings of the Nineteenth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, UK, 1999.

BibTeX | Tags: Knowledge-based Systems

Borrajo, Daniel; Camacho, David; Silva, Andres

Multistrategy Relational Learning of Heuristics for Problem Solving Inproceedings

In: Proceedings of the Nineteenth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, UK, 1999.

BibTeX | Tags: Machine Learning

1996

Maestro, Juan Antonio; Mozos, Daniel; Camacho, David

Una técnica de particionamiento para reducir la sobrecarga por comunicaciones en Codiseño Inproceedings

In: Proceedings XI Conference Design of Integrated Circuits and Systems, DCIS Barcelona-Sitges, Spain, 1996.

BibTeX | Tags: Web Services

0000

Dom'inguez-Rodr'iguez, Sara; López, Helena Liz; Panizo, Angel; Ballesteros, Álvaro; Dagan, Ron; Greenberg, David; Gutiérrez, Lourdes; Rojo, Pablo; Otheo, Enrique; Galán, Juan Carlos; others,

Testing the Performance, Adequacy, and Applicability of an Artificial Intelligent Model for Pediatric Pneumonia Diagnosis Journal Article

In: 0000.

BibTeX | Tags: