Applied Intelligence & Data Analysis

Members

1-Faculty/Staff / Bello Orgaz, Gema

Gema Bello Orgaz has a BSc in Computer Science from Universidad Carlos III de Madrid. Nowadays, she is a Computer Science phD candidate at Escuela Politécnica Superior (UAM). Currently she is involved with AIDA interest research group at EPS-UAM, her main research interests are related to Clustering, graph-based algorithms, web mining and information extraction.

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

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

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

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Mission Planning, Muli-UAV, Multi-Objective Genetic Algorithm, Multi-objective Optimization, NSGA2, Unmanned Aerial Vehicles

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

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

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, Metaheuristics, Mission Planning, Multi-objective Optimization, NSGA2, Replanning, 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

Soft Computing, In Press , pp. 1–18, 2016, ISSN: 1432-7643; 1433-7479.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Mission Planning, Multi-objective Optimization, NSGA2, Unmanned air vehicles

2015

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

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

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

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 Inproceedings

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

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

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 Inproceedings

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 Inproceedings

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 D; 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

2013

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

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

Costin Badica, Nguyen N T; Brezovan, M (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

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

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

2012

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

Adaptive K-Means Algorithm for overlapped graph clustering Journal Article

International Journal of Neural Systems, 22 (Impact Factor:5.1 -Q1) (05), pp. 1250018 1–19, 2012, ISSN: 0129-0657.

Links | BibTeX | Tags: Genetic Algorithms, graph and overlapping clustering

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

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

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: cup, data, Data Analysis, FIFA, football, mining, projection, soccer, techniques, world

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

Clustering avatars behaviours from virtual worlds interactions Inproceedings

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 techniques, data processing, graph and overlapping clustering, hierarchical clustering, virtual worlds

2011

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

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

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

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

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

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

Yin, Hujun ; Wang, Wenjia ; Rayward-Smith, Victor (Ed.): Intelligent Data Engineering and Automated Learning - IDEAL 2011, 6936 , pp. 160-169, Springer Berlin / Heidelberg, 2011, ISSN: 978-3-642-23877-2.

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