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Palomo Ferrer, Esteban Josť   [Volver]


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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd"> <!-- Design by TEMPLATED http://templated.co Released for free under the Creative Commons Attribution License Name : Accumen Description: A two-column, fixed-width design with dark color scheme. Version : 1.0 Released : 20120712 --> <html xmlns="http://www.w3.org/1999/xhtml"> <head> <meta http-equiv="content-type" content="text/html; charset=utf-8" /> <meta name="description" content="" /> <meta name="keywords" content="" /> <title>Accumen by TEMPLATED</title> <link href="http://fonts.googleapis.com/css?family=Open+Sans" rel="stylesheet" type="text/css" /> <link href="http://fonts.googleapis.com/css?family=Kreon" rel="stylesheet" type="text/css" /> <link rel="stylesheet" type="text/css" href="style.css" /> </head> <body> <div id="wrapper"> <div id="header"> <div id="logo"> <img class="alignleft" src="images/logo_lcc.png"/><br> </div> <div id="menu"> <ul> <li class="first active"><a href="index.html">Home</a></li> <li><a href="research.html">Research</a></li> <li><a href="publications.html">Publications</a></li> <li><a href="teaching.html">Teaching</a></li> <li class="last"><a href="software.html">Software</a></li> </ul> <br class="clearfix" /> </div> </div> <div id="page"> <div id="sidebar"> <div class="box"> <h1>Esteban José Palomo Ferrer</h1> <h3>POSTDOCTORAL FELLOW</h3> <p><a href="http://orcid.org/0000-0002-8547-9393?lang=es">ORCID Profile</a><br><a title="Esteban J. Palomo" href="https://www.researchgate.net/profile/Esteban_Palomo"><img src="https://www.researchgate.net/images/public/profile_share_badge.png" alt="Esteban J. Palomo" /></a><br><a title="Esteban J. Palomo" href="http://scholar.google.es/citations?user=B1z7HbIAAAAJ&hl=es"><img src="http://scholar.google.com/intl/en/scholar/images/scholar_logo_lg_2011.gif" width="125" height="50" alt="Esteban J. Palomo" /></a></p> <h3>CONTACT</h3> <p>Phone: +34-952-132847<br>Fax: +34-952-131397<br>Email: <a href="mailto:ejpalomo@lcc.uma.es">ejpalomo@lcc.uma.es</a></p> <p>University of Malaga<br>Department of Computer Science<br>Bulevar Louis Pasteur, 35<br>Campus de Teatinos<br>29071 Málaga (Spain)<p> <ul class="list"> <li class="first">My PhD Website: <br><a href="http://icai.lcc.uma.es/ejpalomo/">Dynamic Architecures for Self-Organizing Systems</a></li> </ul> </div> <div class="box"> <ul class="list"> <li><a href="index.html"><h3>Home</h3></a></li> <li><a href="research.html"><h3>Research</h3></a></li> <li><a href="teaching.html"><h3>Teaching</h3></a></li> <li class="last"><a href="software.html"><h3>Software</h3></a></li> </ul> </div> </div> <div id="content"> <div class="box"> <h2>Journals (11)</h2> <p><li>E. López-Rubio, E.J. Palomo and E. Domínguez, Robust Self-Organization with M-Estimators, Neurocomputing, pp. 1-21, 2014. (DOI: 10.1016/j.neucom.2014.09.024).</li></p> <p><li>E.J. Palomo, E. López-Rubio and E. Domínguez, Bregman Divergences for Growing Hierarchical Self-Organizing Networks, International Journal of Neural Systems, vol. 24, no. 4, pp. 1-18, 2014.</li></p> <p><li>E.J. Palomo and E. Domínguez, Hierarchical Color Quantization based on Self-Organization, Journal of Mathematical Imaging and Vision, vol. 49, no. 1, pp. 1-19, 2014.</li></p> <p><li>E.J. Palomo, D. Elizondo and G. Brunschwig, Land Usage Classification: A Hierarchical Neural Network Approach, Journal of Agricultural Science, Cambridge University Press, vol. 152, no. 5, pp. 817-828, 2014.</li></p> <p><li>R.M. Luque, D. Elizondo, E. López-Rubio, E.J. Palomo and T. Watson, Assessment of Geometric Features for Individual Identification and Verification in Biometric Hand Systems, Expert Systems with Applications, vol. 40, pp. 3580-3594, 2013.</li></p> <p><li>R.M. Luque, J.M. Ortiz-de-Lazcano-Lobato, E. López-Rubio, E. Domínguez and E.J. Palomo, A Competitive Neural Network for Multiple Object Tracking in Video Sequence Analysis, Neural Processing Letters, vol. 37, pp. 47-67, 2013.</li></p> <p><li>E.J. Palomo, E. Domínguez, R.M. Luque and J. Muñoz, Image Compression and Video Segmentation using Hierarchical Self-Organization, Neural Processing Letters, vol. 37, pp. 69-87, 2013.</li></p> <p><li>E.J. Palomo, J. North, D. Elizondo, R.M. Luque and T. Watson, Application of growing hierarchical SOM for visualisation of network forensics traffic data, Neural Networks, vol. 32, pp. 275-284, 2012.</li></p> <p><li>E. López-Rubio and, E.J. Palomo, Growing hierarchical probabilistic self-organizing graphs, IEEE Trans. on Neural Networks, vol. 22, no 7, pp. 997-1008, 2011.</li></p> <p><li>E. López-Rubio, E.J. Palomo, J.M. Ortiz-de-Lazcano-Lobato and M.C. Vargas-González, Dynamic topology learning with the probabilistic self-organizing graph, Neurocomputing, vol. 74, pp. 2633- 2648, 2011.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque and J. Muñoz "An Intrusion Detection System based on Hierarchical Self-Organization," Journal of Information Assurance and Security vol. 4, no. 3, pp. 209-216, 2009.</li></p> </div> <div class="box"> <h2>Chapter Books (20)</h2> <p><li>E.J. Palomo, E. López-Rubio, E. Domínguez and R.M. Luque, “Hierarchical Self-Organizing Networks for Multispectral Data Visualization”, Advances in Computational Intelligence, LNCS Vol. 7903, pp. 449-457, 2013.</li></p> <p><li>R.M. Luque, E. López-Rubio, E. Domínguez, E.J. Palomo and J.M. Jerez, “A Self-Organizing Map for Traffic Flow Monitoring”, Advances in Computational Intelligence, LNCS Vol. 7903, pp. 458-466, 2013.</li></p> <p><li>R. M. Luque, D. Elizondo, E. López‐Rubio, and E.J. Palomo, “Feature Selection of Hand Biometrical Traits based on Computational Intelligence Techniques”, Computational Intelligence for Privacy and Security, Springer, Vol. 394, pp. 159-180, 2012.</li></p> <p><li>E.J. Palomo, D. Elizondo, E. Domínguez, R.M. Luque, and Tim Watson, “SOM‐based Techniques towards Hierarchical Visualisation of Network Forensics Traffic Data”, Computational Intelligence for Privacy and Security, Springer, Vol. 394, pp. 75-95, 2012.</li></p> <p><li>R.M. Luque, Ortiz‐de‐Lazcano‐Lobato, J.M, López‐Rubio, E. E. Domínguez, E.J. Palomo, “Feature Weighting In Competitive Learning For Multiple Object Tracking In Video Sequences”, Advances in Computational Intelligence, LNCS Vol 6692, pp. 17‐24, 2011. </li></p> <p><li>R.M. Luque, J.M. Ortiz-de-Lazcano-Lobato, E. Lopez-Rubio and E.J. Palomo "Object Tracking in Video Sequences by Unsupervised Learning," Computer Analysis of Images and Patterns, LNCS, vol. 5702, pp. 1070-1077, 2009.</li></p> <p><li>R.M. Luque, E. Domínguez, E.J. Palomo and J. Muñoz "A Neural Network Approach for Video Object Segmentation in Traffic Surveillance," Image Analysis and Recognition, LNCS, vol. 5112, pp. 151-158, 2008.</li></p> <p><li>R.M. Luque, E. Dominguez, E.J. Palomo and J. Muñoz "A Neural Recognition System for Manufactured Objects," Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, LNCS Volume 5518, pp. 1274-1281, 2009.</li></p> <p><li>R.M. Luque, E. Dominguez, D. Lopez-Rodriguez and E.J. Palomo "A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection," Artificial Neural Networks - ICANN 2008, LNCS, Volume 5163, pp. 877-886, 2008.</li></p> <p><li>R.M. Luque, D. Lopez-Rodriguez, E. Domínguez and E.J. Palomo "A Dipolar Competitive Neural Network for Video Segmentation," Advances in Artificial Intelligence – IBERAMIA, LNCS, Volume 5290, pp. 103-112, 2008.</li></p> <p><li>J.M. Ortiz-de-Lazcano-Lobato, R.M. Luque, D. Lopez-Rodriguez and E.J. Palomo "Growing Competitive Network for Tracking Objects in Video Sequences," Adaptive and Natural Computing Algorithms, LNCS, vol. 5495, pp. 109-118, 2009.</li></p> <p><li>E.J. Palomo, E. Domínguez, R.M. Luque, Muñoz J. “Lossy Image Compression Using a GHSOM”, Advances in Computational Intelligence, LNCS Vol 6692, pp. 1‐8, 2011. </li></p> <p><li>E.J. Palomo, J.M. Ortiz-de-Lazcano-Lobato, D. Lopez-Rodriguez and R.M. Luque "Hierarchical Graphs for Data Clustering," Bio-Inspired Systems: Computational and Ambient Intelligence, LNCS, Volume 5517, 2009, pp. 432-439, 2009.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque and J. Muñoz "A Competitive Neural Network for Intrusion Detection Systems," Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO) vol. 14, pp. 530-537, 2008.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque, J. Muñoz, “Image Hierarchical Segmentation Based on a GHSOM”. International Conference on Neural Information Processing (ICONIP), Bangkok, Tailandia. LNCS Vol 5863; pp. 743-750, 2009.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque and J. Muñoz "Spam Detection Based on a Hierarchical Self-Organizing Map," Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, LNCS, vol. 5755, pp. 30-37, 2009.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque and J. Muñoz "An Intrusion Detection System based on Hierarchical Self-Organization," International Workshop on Computational Intelligence in Security for Information Systems (CISIS) vol. 5353, pp. 139-146, 2008.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque and J. Muñoz "A New GHSOM Model Applied to Network Security," Artificial Neural Networks - ICANN 2008, LNCS, vol. 5163, pp. 680-689, 2008.</li></p> <p><li>E.J. Palomo, E. Dominguez, R.M. Luque and J. Muñoz "Network Security Using Growing Hierarchical Self-Organizing Maps," Adaptive and Natural Computing Algorithms, LNCS, vol. 5495, pp. 130-139, 2009.</li></p> <p><li>20. E.J. Palomo, E. Domínguez, R.M. Luque and J. Muñoz "A Self-Organized Multiagent System for Intrusion Detection," Agents and Data Mining Interaction, LNCS, vol. 5680, pp. 84-94, 2009.</li></p> </div> <div class="box"> <h2>Conference Proceedings (12)</h2> <p><li>F. J. Lopez-Rubio, E. Lopez-Rubio, R. M. Luque-Baena, E. Dominguez and E.J. Palomo, “Color Space Selection for Self-Organizing Map Based Foreground Detection in Video Sequences,” International Joint Conference on Neural Networks (IJCNN), 2014.</li></p> <p><li>Palomo, E.J. and Domínguez, E.; "Image compression based on growing hierarchical self-organizing maps" International Joint Conference on Neural Networks (IJCNN), pp.1624-1628, 2011.</li></p> <p><li>Luque, R.M.; Elizondo, D.; Lopez-Rubio, E.; Palomo, E.J.; , "GA-based feature selection approach in biometric hand systems," International Joint Conference on Neural Networks (IJCNN), pp.246-253, 2011.</li></p> <p><li>Palomo, E.J.; North, J.; Elizondo, D.; Luque, R.M.; Watson, T.; , "Visualisation of network forensics traffic data with a self-organising map for qualitative features," International Joint Conference on Neural Networks (IJCNN), pp.1740-1747, 2011.</li></p> <p><li>E.J. Palomo, J.M. Ortiz-de-Lazcano-Lobato, E. Domínguez and R.M. Luque, “An anomaly detection system using a GHSOM-1,” Intenational Joint Conference on Neural Networks (IJCNN), pp. 691-697, 2010.</li></p> <p><li>R.M. Luque, E. Domínguez, E.J. Palomo and J. Muñoz, 2010. “An ART-type network approach for video object detection”, 18th European Symposium on Artificial Neural Networks, ESANN, pp. 423-428, 2010.</li></p> <p><li>E.J. Palomo, E. Domínguez, R.M. Luque, Muñoz J. “Web Document Clustering based on a Hierarchical Self‐Organizing Model”, 18th European Symposium on Artificial Neural Networks, ESANN, pp. 499‐504, 2010. </li></p> <p><li>R.M. Luque, F.L. Valverde, E. Dominguez, E.J. Palomo and J. Muñoz "Detecting Critical Situation in Public Transport," International Workshop on Pattern Recognition in Information Systems (PRIS) pp. 57-66, 2008.</li></p> <p><li>R.M. Luque, D. Lopez-Rodriguez, E. Mérida-Casermeiro and E.J. Palomo "Video Object Segmentation with Multivalued Neural Networks," Eighth International Conference on Hybrid Intelligent Systems, HIS '08 pp. 613-618, 2008.</li></p> <p><li>J.M. Ortiz-de-Lazcano-Lobato, R.M. Luque, D. Lopez-Rodriguez and E.J. Palomo "A Novel Competitive Network Approach to Object Tracking," Proceedings of the UK Workshop on Computational Intelligence pp. 111-116, 2008.</li></p> <p><li>E. Dominguez, C. Spinola, R.M. Luque, E.J. Palomo and J. Muñoz "Object recognition and inspection in difficult industrial environments," IEEE International Conference on Industrial Technology (ICIT) pp. 989-993, 2006.</li></p> <p><li>R.M. Luque, E. Dominguez, J. Muñoz and E.J. Palomo "Un modelo neuronal de agrupamiento basado en regiones para segmentación de vídeo," XIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA) pp. 243-252, 2009.</li></p> </div> <br class="clearfix" /> </div> <br class="clearfix" /> </div> <div id="page-bottom"> <div id="page-bottom-sidebar"> <h3>Sites of Interest</h3> <ul class="list"> <li class="first"><a href="http://www.uma.es">University of Malaga</a></li> <li><a href="http://www.lcc.uma.es">Department of Computer Science and Languages</a></li> <li class="last"><a href="http://www.icai.uma.es">ICAI Research Group</a></li> <li class="last"><a href="http://www.icb.uma.es">ICB Research Group</a></li> </ul> </div> <div id="page-bottom-content"> <h3>CONTACT</h3> <p>Phone: +34-952-132847<br>Fax: +34-952-131397<br>Email: <a href="mailto:ejpalomo@lcc.uma.es">ejpalomo@lcc.uma.es</a></p> <p>University of Malaga, Department of Computer Science, Bulevar Louis Pasteur, 35 (Campus de Teatinos), 29071 Málaga (Spain)<p> </div> <br class="clearfix" /> </div> </div> <div id="footer"> &copy; Untitled | Design by <a href="http://templated.co" rel="nofollow">TEMPLATED</a> | Images by <a href="http://fotogrph.com/">Fotogrph</a> </div> </body> </html>