2018
|
| 47. | Calleja, Alejandro ; Mart'in, Alejandro ; Men'endez, H'ector D; Tapiador, Juan ; Clark, David Picking on the family: Disrupting android malware triage by forcing misclassification Journal Article Expert Systems with Applications, 95 , pp. 113–126, 2018. BibTeX | Tags: Adversarial Machine Learning, Cybersecurity, Malware @article{calleja2018picking,
title = {Picking on the family: Disrupting android malware triage by forcing misclassification},
author = {Calleja, Alejandro and Mart'in, Alejandro and Men'endez, H'ector D and Tapiador, Juan and Clark, David},
year = {2018},
date = {2018-01-01},
journal = {Expert Systems with Applications},
volume = {95},
pages = {113--126},
publisher = {Pergamon},
keywords = {Adversarial Machine Learning, Cybersecurity, Malware},
pubstate = {published},
tppubtype = {article}
}
|
2017
|
| 46. | Men'endez, H'ector D; Otero, Fernando EB ; Camacho, David Extending the SACOC algorithm through the Nystrom Journal Article International Journal of Bio-Inspired Computation, 10 (2), pp. 127–135, 2017. BibTeX | Tags: ACO, Clustering @article{menendez2017extending,
title = {Extending the SACOC algorithm through the Nystrom},
author = {Men'endez, H'ector D and Otero, Fernando EB and Camacho, David},
year = {2017},
date = {2017-01-01},
journal = {International Journal of Bio-Inspired Computation},
volume = {10},
number = {2},
pages = {127--135},
publisher = {Inderscience Publishers (IEL)},
keywords = {ACO, Clustering},
pubstate = {published},
tppubtype = {article}
}
|
| 45. | Mart'in, Alejandro ; Men'endez, H'ector D; Camacho, David MOCDroid: multi-objective evolutionary classifier for Android malware detection Journal Article Soft Computing, 21 (24), pp. 7405–7415, 2017. BibTeX | Tags: Cybersecurity, Malware, Multi-Objective Algorithms @article{martin2017mocdroid,
title = {MOCDroid: multi-objective evolutionary classifier for Android malware detection},
author = {Mart'in, Alejandro and Men'endez, H'ector D and Camacho, David},
year = {2017},
date = {2017-01-01},
journal = {Soft Computing},
volume = {21},
number = {24},
pages = {7405--7415},
publisher = {Springer Berlin Heidelberg},
keywords = {Cybersecurity, Malware, Multi-Objective Algorithms},
pubstate = {published},
tppubtype = {article}
}
|
| 44. | Rodr'iguez-Fern'andez, V'ictor ; Men'endez, H'ector D; Camacho, David Analysing temporal performance profiles of UAV operators using time series clustering Journal Article Expert Systems with Applications, 70 , pp. 103–118, 2017. BibTeX | Tags: Clustering, UAV Simulator @article{rodriguez2017analysing,
title = {Analysing temporal performance profiles of UAV operators using time series clustering},
author = {Rodr'iguez-Fern'andez, V'ictor and Men'endez, H'ector D and Camacho, David},
year = {2017},
date = {2017-01-01},
journal = {Expert Systems with Applications},
volume = {70},
pages = {103--118},
publisher = {Pergamon},
keywords = {Clustering, UAV Simulator},
pubstate = {published},
tppubtype = {article}
}
|
| 43. | Rodr'iguez-Fern'andez, V'ictor ; Men'endez, H'ector D; Camacho, David A study on performance metrics and clustering methods for analyzing behavior in UAV operations Journal Article Journal of Intelligent & Fuzzy Systems, 32 (2), pp. 1307–1319, 2017. BibTeX | Tags: Clustering, UAV Simulator @article{rodriguez2017study,
title = {A study on performance metrics and clustering methods for analyzing behavior in UAV operations},
author = {Rodr'iguez-Fern'andez, V'ictor and Men'endez, H'ector D and Camacho, David},
year = {2017},
date = {2017-01-01},
journal = {Journal of Intelligent & Fuzzy Systems},
volume = {32},
number = {2},
pages = {1307--1319},
publisher = {IOS Press},
keywords = {Clustering, UAV Simulator},
pubstate = {published},
tppubtype = {article}
}
|
| 42. | Okazaki, Shintaro ; Menendez, Hector D Virtual Corporate Social Responsibility Dialog: Seeking a Gap Between Proposed Concepts and Actual Practices Incollection Handbook of Integrated CSR Communication, pp. 225–234, Springer, Cham, 2017. BibTeX | Tags: Corporate Social Responsibility, Social Mining, Twitter @incollection{okazaki2017virtual,
title = {Virtual Corporate Social Responsibility Dialog: Seeking a Gap Between Proposed Concepts and Actual Practices},
author = {Okazaki, Shintaro and Menendez, Hector D},
year = {2017},
date = {2017-01-01},
booktitle = {Handbook of Integrated CSR Communication},
pages = {225--234},
publisher = {Springer, Cham},
keywords = {Corporate Social Responsibility, Social Mining, Twitter},
pubstate = {published},
tppubtype = {incollection}
}
|
| 41. | Henninger, Claudia E; Alevizou, Panayiota J; Oates, Caroline J; Tourky, Marwa ; Kitchen, Philip J; Melewar, TC ; Shaalan, Ahmed S; Okazaki, Shintaro ; Plangger, Kirk ; West, Douglas ; others, Session A1: Corporate Brand Identity and Corporate Social Responsibility Journal Article Corporate identity in UK slow fashion micro-organisations and the impact on scaling, pp. 17, 2017. BibTeX | Tags: Clustering, Social Mining @article{henninger2017session,
title = {Session A1: Corporate Brand Identity and Corporate Social Responsibility},
author = {Henninger, Claudia E and Alevizou, Panayiota J and Oates, Caroline J and Tourky, Marwa and Kitchen, Philip J and Melewar, TC and Shaalan, Ahmed S and Okazaki, Shintaro and Plangger, Kirk and West, Douglas and others},
year = {2017},
date = {2017-01-01},
journal = {Corporate identity in UK slow fashion micro-organisations and the impact on scaling},
pages = {17},
keywords = {Clustering, Social Mining},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
| 40. | Men'endez, H'ector D; Otero, Fernando EB ; Camacho, David Medoid-based clustering using ant colony optimization Journal Article Swarm Intelligence, 10 (2), pp. 123–145, 2016. BibTeX | Tags: ACO, Clustering, Medoids @article{menendez2016medoid,
title = {Medoid-based clustering using ant colony optimization},
author = {Men'endez, H'ector D and Otero, Fernando EB and Camacho, David},
year = {2016},
date = {2016-01-01},
journal = {Swarm Intelligence},
volume = {10},
number = {2},
pages = {123--145},
publisher = {Springer US},
keywords = {ACO, Clustering, Medoids},
pubstate = {published},
tppubtype = {article}
}
|
| 39. | Rodr'iguez-Fern'andez, V'ictor ; Men'endez, H'ector D; Camacho, David Automatic profile generation for UAV operators using a simulation-based training environment Journal Article Progress in Artificial Intelligence, 5 (1), pp. 37–46, 2016. BibTeX | Tags: Clustering, UAV Simulator @article{rodriguez2016automatic,
title = {Automatic profile generation for UAV operators using a simulation-based training environment},
author = {Rodr'iguez-Fern'andez, V'ictor and Men'endez, H'ector D and Camacho, David},
year = {2016},
date = {2016-01-01},
journal = {Progress in Artificial Intelligence},
volume = {5},
number = {1},
pages = {37--46},
publisher = {Springer Berlin Heidelberg},
keywords = {Clustering, UAV Simulator},
pubstate = {published},
tppubtype = {article}
}
|
| 38. | Mart'in, Alejandro ; Men'endez, H'ector D; Camacho, David Studying the Influence of Static API Calls for Hiding Malware Inproceedings Conference of the Spanish Association for Artificial Intelligence, pp. 363–372, Springer, Cham 2016. BibTeX | Tags: Cybersecurity, Malware @inproceedings{martin2016studying,
title = {Studying the Influence of Static API Calls for Hiding Malware},
author = {Mart'in, Alejandro and Men'endez, H'ector D and Camacho, David},
year = {2016},
date = {2016-01-01},
booktitle = {Conference of the Spanish Association for Artificial Intelligence},
pages = {363--372},
organization = {Springer, Cham},
keywords = {Cybersecurity, Malware},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 37. | Bhattacharya, Sukriti ; Men'endez, H'ector D; Barr, Earl ; Clark, David ITect: Scalable Information Theoretic Similarity for Malware Detection Journal Article arXiv preprint arXiv:1609.02404, 2016. BibTeX | Tags: Classification, Cybersecurity, Malware @article{bhattacharya2016itect,
title = {ITect: Scalable Information Theoretic Similarity for Malware Detection},
author = {Bhattacharya, Sukriti and Men'endez, H'ector D and Barr, Earl and Clark, David},
year = {2016},
date = {2016-01-01},
journal = {arXiv preprint arXiv:1609.02404},
keywords = {Classification, Cybersecurity, Malware},
pubstate = {published},
tppubtype = {article}
}
|
| 36. | Mart'in, Alejandro ; Men'endez, H'ector D; Camacho, David String-based malware detection for android environments Inproceedings International Symposium on Intelligent and Distributed Computing, pp. 99–108, Springer, Cham 2016. BibTeX | Tags: Classification, Cybersecurity, Malware @inproceedings{martin2016string,
title = {String-based malware detection for android environments},
author = {Mart'in, Alejandro and Men'endez, H'ector D and Camacho, David},
year = {2016},
date = {2016-01-01},
booktitle = {International Symposium on Intelligent and Distributed Computing},
pages = {99--108},
organization = {Springer, Cham},
keywords = {Classification, Cybersecurity, Malware},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 35. | Martin, Alejandro ; Men'endez, H'ector D; Camacho, David Genetic boosting classification for malware detection Inproceedings Evolutionary Computation (CEC), 2016 IEEE Congress on, pp. 1030–1037, IEEE 2016. BibTeX | Tags: Cybersecurity, Genetic Algorithms, Malware @inproceedings{martin2016genetic,
title = {Genetic boosting classification for malware detection},
author = {Martin, Alejandro and Men'endez, H'ector D and Camacho, David},
year = {2016},
date = {2016-01-01},
booktitle = {Evolutionary Computation (CEC), 2016 IEEE Congress on},
pages = {1030--1037},
organization = {IEEE},
keywords = {Cybersecurity, Genetic Algorithms, Malware},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 34. | Mart'in, Alejandro ; Calleja, Alejandro ; Men'endez, H'ector D; Tapiador, Juan ; Camacho, David ADROIT: Android malware detection using meta-information Inproceedings Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, pp. 1–8, IEEE 2016. BibTeX | Tags: Android, Cybersecurity, Malware @inproceedings{martin2016adroit,
title = {ADROIT: Android malware detection using meta-information},
author = {Mart'in, Alejandro and Calleja, Alejandro and Men'endez, H'ector D and Tapiador, Juan and Camacho, David},
year = {2016},
date = {2016-01-01},
booktitle = {Computational Intelligence (SSCI), 2016 IEEE Symposium Series on},
pages = {1--8},
organization = {IEEE},
keywords = {Android, Cybersecurity, Malware},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2015
|
| 33. | Okazaki, Shintaro ; D'iaz-Mart'in, Ana M; Rozano, Mercedes ; Men'endez-Benito, H'ector David Using Twitter to engage with customers: a data mining approach Journal Article Internet Research, 25 (3), 2015. BibTeX | Tags: Classification, Marketing, Social Mining, Twitter @article{okazaki2015using,
title = {Using Twitter to engage with customers: a data mining approach},
author = {Okazaki, Shintaro and D'iaz-Mart'in, Ana M and Rozano, Mercedes and Men'endez-Benito, H'ector David},
year = {2015},
date = {2015-01-01},
journal = {Internet Research},
volume = {25},
number = {3},
publisher = {Emerald Group Publishing Limited},
keywords = {Classification, Marketing, Social Mining, Twitter},
pubstate = {published},
tppubtype = {article}
}
|
| 32. | Men'endez, H'ector David ; Camacho, David MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis. Inproceedings Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, pp. 1437–1438, ACM 2015. BibTeX | Tags: Clustering, Genetic Algorithms, Graph-based, Large Data, MOGCLA, Multi-Objective Algorithms @inproceedings{menendez2015mogcla,
title = {MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis.},
author = {Men'endez, H'ector David and Camacho, David},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference},
pages = {1437--1438},
organization = {ACM},
keywords = {Clustering, Genetic Algorithms, Graph-based, Large Data, MOGCLA, Multi-Objective Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 31. | Rodriguez-Fernandez, Victor ; Menendez, Hector D; Camacho, David Design and development of a lightweight multi-UAV simulator Inproceedings Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on, pp. 255–260, IEEE 2015. BibTeX | Tags: Behaviour, Clustering, UAV Simulator @inproceedings{rodriguez2015design,
title = {Design and development of a lightweight multi-UAV simulator},
author = {Rodriguez-Fernandez, Victor and Menendez, Hector D and Camacho, David},
year = {2015},
date = {2015-01-01},
booktitle = {Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on},
pages = {255--260},
organization = {IEEE},
keywords = {Behaviour, Clustering, UAV Simulator},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 30. | Menendez, Hector D; Camacho, David GANY: A genetic spectral-based Clustering algorithm for Large Data Analysis Inproceedings Evolutionary Computation (CEC), 2015 IEEE Congress on, pp. 640–647, IEEE 2015. BibTeX | Tags: Clustering, GANY, Genetic Algorithms, Graph-based, Manifold, Spectral Clustering @inproceedings{menendez2015gany,
title = {GANY: A genetic spectral-based Clustering algorithm for Large Data Analysis},
author = {Menendez, Hector D and Camacho, David},
year = {2015},
date = {2015-01-01},
booktitle = {Evolutionary Computation (CEC), 2015 IEEE Congress on},
pages = {640--647},
organization = {IEEE},
keywords = {Clustering, GANY, Genetic Algorithms, Graph-based, Manifold, Spectral Clustering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 29. | Menendez, Hector D A tutorial on manifold clustering using genetic algorithms Inproceedings Innovations in Intelligent SysTems and Applications (INISTA), 2015 International Symposium on, pp. 1–6, IEEE 2015. BibTeX | Tags: Clustering, Genetic Algorithms, Manifold, Tutorial @inproceedings{menendez2015tutorial,
title = {A tutorial on manifold clustering using genetic algorithms},
author = { Hector D Menendez},
year = {2015},
date = {2015-01-01},
booktitle = {Innovations in Intelligent SysTems and Applications (INISTA), 2015 International Symposium on},
pages = {1--6},
organization = {IEEE},
keywords = {Clustering, Genetic Algorithms, Manifold, Tutorial},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 28. | Rodr'iguez-Fern'andez, V'ictor ; Men'endez, H'ector D; Camacho, David User Profile Analysis for UAV Operators in a Simulation Environment Incollection Computational Collective Intelligence, pp. 338–347, Springer International Publishing, 2015. BibTeX | Tags: Behaviour, Clustering, UAV Simulator @incollection{rodriguez2015user,
title = {User Profile Analysis for UAV Operators in a Simulation Environment},
author = {Rodr'iguez-Fern'andez, V'ictor and Men'endez, H'ector D and Camacho, David},
year = {2015},
date = {2015-01-01},
booktitle = {Computational Collective Intelligence},
pages = {338--347},
publisher = {Springer International Publishing},
keywords = {Behaviour, Clustering, UAV Simulator},
pubstate = {published},
tppubtype = {incollection}
}
|
| 27. | Rodr'iguez-Fern'andez, V'ictor ; Men'endez, H'ector D; Camacho, David Analyzing planning and monitoring skills of users in a multi-UAV simulation environment Inproceedings Conference of the Spanish Association for Artificial Intelligence, pp. 255–264, Springer International Publishing 2015. BibTeX | Tags: Clustering, UAV Simulator @inproceedings{rodriguez2015analyzing,
title = {Analyzing planning and monitoring skills of users in a multi-UAV simulation environment},
author = {Rodr'iguez-Fern'andez, V'ictor and Men'endez, H'ector D and Camacho, David},
year = {2015},
date = {2015-01-01},
booktitle = {Conference of the Spanish Association for Artificial Intelligence},
pages = {255--264},
organization = {Springer International Publishing},
keywords = {Clustering, UAV Simulator},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 26. | Menendez, Hector ; Otero, Fernando Esteban Barril ; Camacho, David Extending the SACOC algorithm through the Nystrom method for Dense Manifold Data Analysis Journal Article International Journal of Bio-Inspired Computation, 2015. BibTeX | Tags: ACO, Clustering @article{menendez2015extending,
title = {Extending the SACOC algorithm through the Nystrom method for Dense Manifold Data Analysis},
author = {Menendez, Hector and Otero, Fernando Esteban Barril and Camacho, David},
year = {2015},
date = {2015-01-01},
journal = {International Journal of Bio-Inspired Computation},
publisher = {Inderscience},
keywords = {ACO, Clustering},
pubstate = {published},
tppubtype = {article}
}
|
2014
|
| 25. | Men'endez, H'ector D; Barrero, David F; 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-based @article{menendez2014genetic,
title = {A Genetic Graph-based Approach for Partitional Clustering},
author = {Men'endez, H'ector D and Barrero, David F and Camacho, David},
year = {2014},
date = {2014-01-01},
journal = {International journal of neural systems},
volume = {24},
number = {03},
publisher = {World Scientific Publishing Company},
keywords = {Clustering, Genetic Algorithms, Graph-based},
pubstate = {published},
tppubtype = {article}
}
|
| 24. | Bello-Orgaz, Gema ; Men'endez, H'ector ; 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: Classification, Clustering, Marketing, Social Mining @article{bello2014combining,
title = {Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter},
author = {Bello-Orgaz, Gema and Men'endez, H'ector and Okazaki, Shintaro and Camacho, David},
year = {2014},
date = {2014-01-01},
journal = {Malaysian Journal of Computer Science},
volume = {27},
number = {2},
pages = {95--111},
publisher = {Electronic Journal of University of Malaya},
keywords = {Classification, Clustering, Marketing, Social Mining},
pubstate = {published},
tppubtype = {article}
}
|
| 23. | Men'endez, H'ector D; Plaza, Laura ; Camacho, David Combining graph connectivity and genetic clustering to improve biomedical summarization Inproceedings Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2740–2747, IEEE 2014. BibTeX | Tags: Automatic Summarization, Clustering, Genetic Algorithms, Graph-based @inproceedings{menendez2014combining,
title = {Combining graph connectivity and genetic clustering to improve biomedical summarization},
author = {Men'endez, H'ector D and Plaza, Laura and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Evolutionary Computation (CEC), 2014 IEEE Congress on},
pages = {2740--2747},
organization = {IEEE},
keywords = {Automatic Summarization, Clustering, Genetic Algorithms, Graph-based},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 22. | Men'endez, H'ector D; 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: ACO, Clustering, Manifold, Spectral Clustering @incollection{menendez2014sacoc,
title = {SACOC: A spectral-based ACO clustering algorithm},
author = {Men'endez, H'ector D and Otero, Fernando EB and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Intelligent Distributed Computing VIII},
pages = {185--194},
publisher = {Springer International Publishing},
keywords = {ACO, Clustering, Manifold, Spectral Clustering},
pubstate = {published},
tppubtype = {incollection}
}
|
| 21. | Men'endez, H'ector D; Otero, Fernando EB ; Camacho, David MACOC: a medoid-based ACO clustering algorithm Incollection Swarm Intelligence, pp. 122–133, Springer International Publishing, 2014. BibTeX | Tags: ACO, Clustering, Medoids @incollection{menendez2014macoc,
title = {MACOC: a medoid-based ACO clustering algorithm},
author = {Men'endez, H'ector D and Otero, Fernando EB and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Swarm Intelligence},
pages = {122--133},
publisher = {Springer International Publishing},
keywords = {ACO, Clustering, Medoids},
pubstate = {published},
tppubtype = {incollection}
}
|
| 20. | Menendez, Hector D; Camacho, David A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation Inproceedings Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on, pp. 234–241, IEEE 2014. BibTeX | Tags: Clustering, Genetic Algorithms, Graph-based, Image Segmentation, Manifold, Multi-Objective Algorithms @inproceedings{menendez2014multi,
title = {A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation},
author = {Menendez, Hector D and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on},
pages = {234--241},
organization = {IEEE},
keywords = {Clustering, Genetic Algorithms, Graph-based, Image Segmentation, Manifold, Multi-Objective Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 19. | Men'endez, H'ector D; 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: Meta-topics, Semantics, Twitter @incollection{menendez2014tweetsemminer,
title = {TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis},
author = {Men'endez, H'ector D and Delgado-Calle, Carlos and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Intelligent Data Engineering and Automated Learning--IDEAL 2014},
pages = {69--76},
publisher = {Springer International Publishing},
keywords = {Meta-topics, Semantics, Twitter},
pubstate = {published},
tppubtype = {incollection}
}
|
| 18. | Men'endez, H'ector D; V'azquez, Miguel ; Camacho, David Mixed Clustering Methods to Forecast Baseball Trends Incollection Intelligent Distributed Computing VIII, pp. 175–184, Springer International Publishing, 2014. BibTeX | Tags: Baseball, Clustering, Forecasting, Sports @incollection{menendez2014mixed,
title = {Mixed Clustering Methods to Forecast Baseball Trends},
author = {Men'endez, H'ector D and V'azquez, Miguel and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Intelligent Distributed Computing VIII},
pages = {175--184},
publisher = {Springer International Publishing},
keywords = {Baseball, Clustering, Forecasting, Sports},
pubstate = {published},
tppubtype = {incollection}
}
|
| 17. | Men'endez, H'ector D; 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: Behaviour, Clustering, Time Series, Videogames @incollection{menendez2014combiningb,
title = {Combining time series and clustering to extract gamer profile evolution},
author = {Men'endez, H'ector D and Vindel, Rafael and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Computational Collective Intelligence. Technologies and Applications},
pages = {262--271},
publisher = {Springer International Publishing},
keywords = {Behaviour, Clustering, Time Series, Videogames},
pubstate = {published},
tppubtype = {incollection}
}
|
| 16. | Menendez, Hector D; Barrero, David F; Camacho, David A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm Inproceedings Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2724–2731, IEEE 2014. BibTeX | Tags: Clustering, Co-Evolutionary Algorithms, Genetic Algorithms, Manifold, Multi-Objective Algorithms @inproceedings{menendez2014co,
title = {A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm},
author = {Menendez, Hector D and Barrero, David F and Camacho, David},
year = {2014},
date = {2014-01-01},
booktitle = {Evolutionary Computation (CEC), 2014 IEEE Congress on},
pages = {2724--2731},
organization = {IEEE},
keywords = {Clustering, Co-Evolutionary Algorithms, Genetic Algorithms, Manifold, Multi-Objective Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 15. | Okazaki, Shintaro ; D'iaz-Mart'in, Ana M; Rozano, Mercedes ; Men'endez-Benito, H'ector 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, Marketing, Twitter @article{okazaki2014mine,
title = {How to mine brand Tweets: Procedural guidelines and pretest},
author = {Okazaki, Shintaro and D'iaz-Mart'in, Ana M. and Rozano, Mercedes and Men'endez-Benito, H'ector David},
year = {2014},
date = {2014-01-01},
journal = {International Journal of Market Research},
volume = {56},
number = {4},
pages = {467--488},
publisher = {The Market Research Society},
keywords = {Classification, Marketing, Twitter},
pubstate = {published},
tppubtype = {article}
}
|
| 14. | Vindel, Rafael ; Men'endez, H'ector D; Camacho, David A survey in Convergence Technologies for Videogames using Data Mining Journal Article 2014. BibTeX | Tags: Convergence Technologies, Videogames @article{vindel2014survey,
title = {A survey in Convergence Technologies for Videogames using Data Mining},
author = {Vindel, Rafael and Men'endez, H'ector D and Camacho, David},
year = {2014},
date = {2014-01-01},
keywords = {Convergence Technologies, Videogames},
pubstate = {published},
tppubtype = {article}
}
|
| 13. | Men'endez, H'ector D Genetic graph-based in clustering applied to static and streaming data analysis PhD Thesis 2014. BibTeX | Tags: Clustering, Co-Evolutionary Algorithms, Genetic Algorithms, Multi-Objective Algorithms, Streaming Clustering @phdthesis{menendez2014geneticb,
title = {Genetic graph-based in clustering applied to static and streaming data analysis},
author = {Men'endez, H'ector D},
year = {2014},
date = {2014-01-01},
keywords = {Clustering, Co-Evolutionary Algorithms, Genetic Algorithms, Multi-Objective Algorithms, Streaming Clustering},
pubstate = {published},
tppubtype = {phdthesis}
}
|
2013
|
| 12. | Vindel, Rafael ; Men'endez, H'ector D; Camacho, David Combinando Series Temporales y Clustering para extraer Perfiles Evolutivos de Jugadores Journal Article 2013. BibTeX | Tags: Behaviour, Clustering, Time Series, Videogames @article{vindelcombinando,
title = {Combinando Series Temporales y Clustering para extraer Perfiles Evolutivos de Jugadores},
author = {Vindel, Rafael and Men'endez, H'ector D and Camacho, David},
year = {2013},
date = {2013-10-11},
keywords = {Behaviour, Clustering, Time Series, Videogames},
pubstate = {published},
tppubtype = {article}
}
|
| 11. | Men'endez, H'ector ; 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. BibTeX | Tags: Behaviour, Clustering, Fifa, Soccer, Sports @article{menendez2013extracting,
title = {Extracting behavioural models from 2010 fifa world cup},
author = {Men'endez, H'ector and Bello-Orgaz, Gema and Camacho, David},
year = {2013},
date = {2013-01-01},
journal = {Journal of Systems Science and Complexity},
volume = {26},
number = {1},
pages = {43--61},
publisher = {Academy of Mathematics and Systems Science, Chinese Academy of Sciences},
keywords = {Behaviour, Clustering, Fifa, Soccer, Sports},
pubstate = {published},
tppubtype = {article}
}
|
| 10. | Men'endez, H'ector D; Plaza, Laura ; Camacho, David A genetic graph-based clustering approach to biomedical summarization Inproceedings Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, pp. 10, ACM 2013. BibTeX | Tags: Automatic Summarization, Biomedical, Clustering, Genetic Algorithms, Graph-based @inproceedings{menendez2013genetic,
title = {A genetic graph-based clustering approach to biomedical summarization},
author = {Men'endez, H'ector D and Plaza, Laura and Camacho, David},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics},
pages = {10},
organization = {ACM},
keywords = {Automatic Summarization, Biomedical, Clustering, Genetic Algorithms, Graph-based},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 9. | Men'endez, H'ector D; Barrero, David F; Camacho, David A multi-objective genetic graph-based clustering algorithm with memory optimization Inproceedings Evolutionary Computation (CEC), 2013 IEEE Congress on, pp. 3174–3181, IEEE 2013. BibTeX | Tags: Clustering, Genetic Algorithms, Manifold, Multi-Objective Algorithms @inproceedings{menendez2013multi,
title = {A multi-objective genetic graph-based clustering algorithm with memory optimization},
author = {Men'endez, H'ector D and Barrero, David F and Camacho, David},
year = {2013},
date = {2013-01-01},
booktitle = {Evolutionary Computation (CEC), 2013 IEEE Congress on},
pages = {3174--3181},
organization = {IEEE},
keywords = {Clustering, Genetic Algorithms, Manifold, Multi-Objective Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 8. | Bello, Gema ; Men'endez, H'ector ; Okazaki, Shintaro ; Camacho, David Extracting collective trends from twitter using social-based data mining Incollection Computational Collective Intelligence. Technologies and Applications, pp. 622–630, Springer Berlin Heidelberg, 2013. BibTeX | Tags: Classification, Clustering, Social Mining, Twitter @incollection{bello2013extracting,
title = {Extracting collective trends from twitter using social-based data mining},
author = {Bello, Gema and Men'endez, H'ector and Okazaki, Shintaro and Camacho, David},
year = {2013},
date = {2013-01-01},
booktitle = {Computational Collective Intelligence. Technologies and Applications},
pages = {622--630},
publisher = {Springer Berlin Heidelberg},
keywords = {Classification, Clustering, Social Mining, Twitter},
pubstate = {published},
tppubtype = {incollection}
}
|
| 7. | Men'endez, H'ector David ; Llorente, Jos'e Luis The Combination of Graph Theory and Unsupervised Learning Applied to Social Data Mining Incollection Graph Theory: New Research, pp. 155–184, NOVA Publishers, 2013. Links | BibTeX | Tags: Clustering, Graph-based, Network, Social Mining @incollection{menendez2013combination,
title = {The Combination of Graph Theory and Unsupervised Learning Applied to Social Data Mining},
author = {Men'endez, H'ector David and Llorente, Jos'e Luis},
url = {http://freedevelop.org/wp-content/uploads/menendezLlorente.pdf},
year = {2013},
date = {2013-01-01},
booktitle = {Graph Theory: New Research},
pages = {155--184},
publisher = {NOVA Publishers},
keywords = {Clustering, Graph-based, Network, Social Mining},
pubstate = {published},
tppubtype = {incollection}
}
|
2012
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| 6. | Men'endez, H'ector ; Camacho, David A genetic graph-based clustering algorithm Incollection Intelligent Data Engineering and Automated Learning-IDEAL 2012, pp. 216–225, Springer, 2012. BibTeX | Tags: Clustering, Genetic Algorithms, Graph-based @incollection{menendez2012genetic,
title = {A genetic graph-based clustering algorithm},
author = {Men'endez, H'ector and Camacho, David},
year = {2012},
date = {2012-01-01},
booktitle = {Intelligent Data Engineering and Automated Learning-IDEAL 2012},
pages = {216--225},
publisher = {Springer},
keywords = {Clustering, Genetic Algorithms, Graph-based},
pubstate = {published},
tppubtype = {incollection}
}
|
| 5. | Men'endez, H'ector ; 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, ACM 2012. BibTeX | Tags: Clustering, Features Selection @inproceedings{menendez2012features,
title = {Features selection from high-dimensional web data using clustering analysis},
author = {Men'endez, H'ector and Bello-Orgaz, Gema and Camacho, David},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics},
pages = {20},
organization = {ACM},
keywords = {Clustering, Features Selection},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 4. | Bello-Orgaz, Gema ; Men'endez, H'ector D; Camacho, David Adaptive k-means algorithm for overlapped graph clustering Journal Article International journal of neural systems, 22 (05), pp. 1250018, 2012. BibTeX | Tags: Clustering, Community Detection, Genetic Algorithms, Overlapping @article{bello2012adaptive,
title = {Adaptive k-means algorithm for overlapped graph clustering},
author = {Bello-Orgaz, Gema and Men'endez, H'ector D and Camacho, David},
year = {2012},
date = {2012-01-01},
journal = {International journal of neural systems},
volume = {22},
number = {05},
pages = {1250018},
publisher = {World Scientific Publishing Company},
keywords = {Clustering, Community Detection, Genetic Algorithms, Overlapping},
pubstate = {published},
tppubtype = {article}
}
|
| 3. | Men'endez, H'ector D A genetic approach to the graph and spectral clustering problem Journal Article 2012. BibTeX | Tags: Clustering, Genetic Algorithms, Graph-based, Spectral Clustering @article{menendez2012geneticb,
title = {A genetic approach to the graph and spectral clustering problem},
author = {Men'endez, H'ector D},
year = {2012},
date = {2012-01-01},
keywords = {Clustering, Genetic Algorithms, Graph-based, Spectral Clustering},
pubstate = {published},
tppubtype = {article}
}
|
2011
|
| 2. | Bello, Gema ; Men'endez, H'ector ; Camacho, David Using the clustering coefficient to guide a genetic-based communities finding algorithm Incollection Intelligent Data Engineering and Automated Learning-IDEAL 2011, pp. 160–169, Springer, 2011. BibTeX | Tags: Clustering, Clustering Coefficient, Community Detection, Genetic Algorithms @incollection{bello2011using,
title = {Using the clustering coefficient to guide a genetic-based communities finding algorithm},
author = {Bello, Gema and Men'endez, H'ector and Camacho, David},
year = {2011},
date = {2011-01-01},
booktitle = {Intelligent Data Engineering and Automated Learning-IDEAL 2011},
pages = {160--169},
publisher = {Springer},
keywords = {Clustering, Clustering Coefficient, Community Detection, Genetic Algorithms},
pubstate = {published},
tppubtype = {incollection}
}
|
| 1. | Jim'enez-Diaz, Guillermo ; Men'endez, H'ector D; Camacho, David ; Gonz'alez-Calero, Pedro A Predicting performance in team games Journal Article II for Systems, C. Technologies of Information, and Communication, ICAART, pp. 401–406, 2011. BibTeX | Tags: Behaviour, Classification, Clustering, Videogames @article{jimenez2011predicting,
title = {Predicting performance in team games},
author = {Jim'enez-Diaz, Guillermo and Men'endez, H'ector D and Camacho, David and Gonz'alez-Calero, Pedro A},
year = {2011},
date = {2011-01-01},
journal = {II for Systems, C. Technologies of Information, and Communication, ICAART},
pages = {401--406},
keywords = {Behaviour, Classification, Clustering, Videogames},
pubstate = {published},
tppubtype = {article}
}
|