Applied Intelligence & Data Analysis

Publications

Overview

136 entries « 1 of 3 »

2016

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

GAMPP: Genetic Algorithm for UAV Mission Planning Problems (Incollection)

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

(Abstract | Links | BibTeX | Tags: Genetic Algorithms, Mission Planning, Unmanned Aircraft Systems)

2015

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

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

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, UAV)

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, QUEST, Social Robot, Therapy)

RodrÍguez-Fernández, Víctor; Ramirez-Atencia, Cristian; Camacho, David

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game (Journal Article)

2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 1394 , pp. 186–191, 2015.

(Abstract | Links | BibTeX | Tags: Mission Planning, Muli-UAV, Multi-objective Optimization, Player Assessment, Serious Games, Unmanned Aircraft Systems)

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

Diseño de un Simulador de Bajo Coste para Vehículos Aéreos no Tripulados (Inproceeding)

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 Application Development)

Palero, Fernando; Palero, Antonio Gonzalez-Pardo Fernando; 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)

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

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

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

(Links | BibTeX | Tags: Epidemic Intelligence, Outbreak Detection, Social Networks, Web Data Mining)

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

Online Gamers Classification Using K-means (Incollection)

Intelligent Distributed Computing VIII, pp. 201–208, Springer International Publishing, 2015.

(Abstract | Links | BibTeX | Tags: K-Means, Player Strategies, Real Time Strategy Game, Sliding Windows, Video Games)

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

A multi-UAV Mission Planning videogame-based framework for player analysis (Inproceeding)

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

(Abstract | Links | BibTeX | Tags: Mission Planning, Multi-objective Optimization, Player Assessment, Serious Games, Unmanned Aircraft Systems)

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

A Hybrid MOGA-CSP for Multi-UAV Mission Planning (Inproceeding)

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, Mission Planning, Multi-objective Optimization, Unmanned Aircraft Systems)

Ramírez-Atencia, Cristian; Orgaz, Gema Bello; Rodríguez-Moreno, María Dolores; Camacho, David

Performance Evaluation of Multi-UAV Cooperative Mission Planning Models (Inproceeding)

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: branch and bound, Constraint Satisfaction Problems, Mission Planning, Unmanned Aircraft Systems)

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

Design and development of a lightweight multi-UAV simulator (Inproceeding)

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

(Abstract | Links | BibTeX | Tags: Computer-based Simulation, Human-Machine Interaction, UAV, web)

Fern{'a}ndez, V{i}ctor Rodr{i}guez

Development of a Multi-UAV Simulator to Analyze the Behavior of Operators in Coastal Surveillance Missions (Journal Article)

2015.

(BibTeX | Tags: Human)

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

User Profile Analysis for {UAV} Operators in a Simulation Environment (Inproceeding)

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, UAV, Videogames)

2014

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; Camacho, David; others,

Solving UAV Mission Planning based on Temporal Constaint Satisfaction Problem using Genetic Algorithms (Miscellaneous)

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

(Abstract | Links | BibTeX | Tags: Genetic Algorithms, Mission Planning, Temporal Constraint Satisfaction Problems, 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)., 8667 , Lecture Notes in Computer Science of Springer-Verlag, 2014.

(Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation)

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.

(Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation)

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

Micro and Macro Lemmings simulations based on ants colonies (Conference)

EvoApp 2014, In press , 2014.

(BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames)

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

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

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

(BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames)

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

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

Computer Science and Information Systems (COMSIS), 11 (1), pp. 195-213, 2014, ISSN: 1820-0214.

(Links | BibTeX | Tags: Computer-based Education, Data Mining, Normalized Compression Distance, Virtual World)

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms (Conference)

7th International Symposium on Intelligent Distributed Computing (IDC 2013)., 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; Menéndez, Héctor; Okazaki, Shintaro; Camacho, David

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

Malaysian Journal of Computer Science, 27 (2), 2014, ISBN: 0127-9084.

(Links | BibTeX | Tags: Classification, Clustering, Collective Trends, Social Network, Twitter)

Bello-Orgaz, Gema; Camacho, David

Evolutionary clustering algorithm for community detection using graph-based information (Inproceeding)

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

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

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; Camacho, David; others,

A simple CSP-based model for Unmanned Air Vehicle Mission Planning (Inproceeding)

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

(Abstract | Links | BibTeX | Tags: Backtracking, Mission Planning, Temporal Constraint Satisfaction Problems, Unmanned Aircraft Systems)

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

Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning (Incollection)

Intelligent Data Engineering and Automated Learning--IDEAL 2014, 8669 , pp. 286–294, Springer International Publishing, 2014.

(Abstract | Links | BibTeX | Tags: branch and bound, Mission Planning, Temporal Constraint Satisfaction Problems, Unmanned Aircraft Systems)

Menendez, Hector; Barrero, David; Camacho, David

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm (Inproceeding)

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

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

Men{'e}ndez, H{'e}ctor; Plaza, Laura; Camacho, David

Combining graph connectivity and genetic clustering to improve biomedical summarization (Inproceeding)

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

(BibTeX | Tags: automatic summarization, Clustering, Genetic Algorithms)

Menendez, Hector; Camacho, David

A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation (Inproceeding)

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 Algorithms)

Men{'e}ndez, H{'e}ctor; Barrero, David; Camacho, David

A Genetic Graph-based Approach for Partitional Clustering (Journal Article)

International journal of neural systems, 24 (03), 2014.

(BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory)

Okazaki, Shintaro; D{'i}az-Mart{'i}n, Ana; Rozano, Mercedes; Men{'e}ndez-Benito, H{'e}ctor David

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

International Journal of Market Research, 56 (4), pp. 467–488, 2014.

(BibTeX | Tags: Classification, sentimental analysis, Twitter)

Men{'e}ndez, H{'e}ctor; Vindel, Rafael; Camacho, David

Combining time series and clustering to extract gamer profile evolution (Incollection)

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

(BibTeX | Tags: baseball, Clustering, predection, time series)

Men{'e}ndez, H{'e}ctor; V{'a}zquez, Miguel; Camacho, David

Mixed Clustering Methods to Forecast Baseball Trends (Incollection)

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

(BibTeX | Tags: )

Men{'e}ndez, H{'e}ctor; Delgado-Calle, Carlos; Camacho, David

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

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

(BibTeX | Tags: )

Men{'e}ndez, H{'e}ctor; Otero, Fernando EB; Camacho, David

MACOC: a medoid-based ACO clustering algorithm (Incollection)

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

(BibTeX | Tags: Ant Colony Optimization, Clustering)

Men{'e}ndez, H{'e}ctor; Otero, Fernando EB; Camacho, David

SACOC: A spectral-based ACO clustering algorithm (Incollection)

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

(BibTeX | Tags: )

Bello-Orgaz, Gema; Men{'e}ndez, H{'e}ctor; Okazaki, Shintaro; Camacho, David

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

Malaysian Journal of Computer Science, 27 (2), pp. 95–111, 2014.

(BibTeX | Tags: )

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), 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; Okazaki, Shintaro; Camacho, David

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

Costin Badica, Nguyen; Brezovan, (Ed.): 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 Network, 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)

Enterprise Information Systems, (Impact Factor: 9.26-Q1), 2013, ISSN: 1751-7575.

(Links | BibTeX | Tags: Business Intelligence, Data Mining, Genetic Algorithms, Graph Theory)

David F. Barrero María D. R-Moreno, Bonifacio Castaño; 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)

Héctor D. Menéndez, David Barrero; 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 Algorithms)

Héctor Menéndez, Laura Plaza; Camacho, David

A Genetic Graph-based Clustering approach to Biomedical Summarization (Conference)

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, (10), WIMS '13 ACM, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

(Links | BibTeX | Tags: automatic summarization, Clustering, Genetic Algorithms, natural language processing, summarization)

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, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

(Links | BibTeX | Tags: avatar behaviours, clustering algorithms, distance measures, mahout library, text clustering)

Granados, Ana; Martínez, Rafael; Camacho, David; Rodríguez, FranciscodeBorja

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

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

(Links | BibTeX | Tags: Algorithmic information theory; Data compression; Information filtering; Word removal; Document representation)

Gonzalez-Pardo, Antonio; Camacho, David

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

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

(Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation)

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; Bello-Orgaz, Gema; Camacho, David

Extracting Behavioural Models from 2010 FIFA World Cup (Journal Article)

Journal of Systems Science and Complexity, 26 (1), pp. 43-61, 2013, ISSN: 1009-6124.

(Abstract | Links | BibTeX | Tags: Clustering, Information Extraction, knowledge-based)

Berns Anke; Gonzalez-Pardo, Antonio; Camacho David

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

Computers & Education, 60 (1), pp. 210-220, 2013, ISSN: 0360-1315.

(Links | BibTeX | Tags: Computer-based Education, Virtual World)

Barrero, David; R-Moreno, Mar'ia; Camacho, David

Improving experimental methods on success rates in Evolutionary Computation (Journal Article)

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

(BibTeX | Tags: Evolutionary Computation)

2012

David F. Barrero Julio Cesar, María R-Moreno David Camacho

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

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

(Links | BibTeX | Tags: genetic programming, RFID, security, tango attack, ultra-lightweight cryptography)

136 entries « 1 of 3 »