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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

2012

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

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

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

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

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

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