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2016

15.

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

2015

14.

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

13.

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

12.

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

2014

11.

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

10.

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

9.

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

8.

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

7.

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

6.

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

5.

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

2012

4.

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

3.

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

2.

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

2011

1.

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