{"id":555,"date":"2016-08-10T09:32:03","date_gmt":"2016-08-10T07:32:03","guid":{"rendered":"http:\/\/iict-space.heig-vd.ch\/cpn\/?page_id=555"},"modified":"2022-06-21T15:20:50","modified_gmt":"2022-06-21T13:20:50","slug":"publications","status":"publish","type":"page","link":"http:\/\/iict-space.heig-vd.ch\/cpn\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<h4><strong>2022<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li>Fournier, B., Steiner, M., Brochet, X., Degrune, F., Mammeri, J., Carvalho, D. L., Siliceo, S. L., Bacher, S., Pe\u00f1a-Reyes, C. A., &amp; Heger, T. J. (2022). Toward the use of protists as bioindicators of multiple stresses in agricultural soils: A case study in vineyard ecosystems. In Ecological Indicators (Vol. 139, p. 108955). Elsevier BV. <a href=\"https:\/\/doi.org\/10.3390\/data4020071\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><em><a href=\"https:\/\/doi.org\/10.1016\/j.ecolind.2022.108955\">DOI<\/a><\/em> https:\/\/doi.org\/10.1016\/j.ecolind.2022.108955<\/li>\n<li>Mungloo-Dilmohamud, Z.; Heenaye-Mamode Khan, M.; Jhumka, K.; Beedassy, B.N.; Mungloo, N.Z.; Pe\u00f1a-Reyes, C. <em>Balancing Data through Data Augmentation Improves the Generality of Transfer Learning for Diabetic Retinopathy Classification<\/em>. <em>Appl. Sci.<\/em><b>2022<\/b>, <em>12<\/em>, 5363. <a href=\"https:\/\/doi.org\/10.3390\/data4020071\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><em><a href=\"https:\/\/doi.org\/10.3390\/app12115363\">DOI<\/a><\/em><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2019<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li>Ram\u00edrez L\u00f3pez DV, Melo Escobar MI, Pe\u00f1a-Reyes CA, Rojas Arciniegas \u00c1J, Neuta Arciniegas PA. <em>Isolation, Characterization, and Agent-Based Modeling of Mesenchymal Stem Cells in a Bio-construct for Myocardial Regeneration Scaffold Design<\/em>. Data. 2019; 4(2):71. <a href=\"https:\/\/doi.org\/10.3390\/data4020071\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><em><a href=\"https:\/\/doi.org\/10.3390\/data4020071\">DOI<\/a><\/em><\/li>\n<\/ul>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li>Z. Mungloo-Dilmohamud, Y. Jaufeerally-Fakim and C. Pe\u00f1a-Reyes. <em>\u201cExploring the Stability of Feature Selection Methods Across a Palette of Gene Expression Datasets\u201d<\/em>. 6th International Conference on Biomedical and Bioinformatics Engineering (ICBBE 2019). 2019.<a href=\"https:\/\/doi.org\/10.1145\/3375923.3375938\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><em><a href=\"https:\/\/doi.org\/10.1145\/3375923.3375938\">DOI<\/a><\/em><\/li>\n<li>J.F. L\u00f3pez, J. L\u00f3pez, D. Leite and C. Pe\u00f1a. <em>\u201cApplying one-class learning algorithms to predict phage-bacteria interactions\u201d<\/em>. 6th IEEE Latin American Conference on Computational Intelligence LA-CCI. 2019.<a href=\"http:\/\/dx.doi.org\/10.1109\/LA-CCI47412.2019.9037032\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><em><a href=\"http:\/\/dx.doi.org\/10.1109\/LA-CCI47412.2019.9037032\">DOI<\/a><\/em><\/li>\n<\/ul>\n<h6>BOOK CHAPTERS<\/h6>\n<ul>\n<li>Despraz J., Gomez S., Satiz\u00e1bal H.F., Pe\u00f1a-Reyes C.A. (2019) Exploring Internal Representations of Deep Neural Networks. In: Sabourin C., Merelo J., Madani K., Warwick K. (eds) Computational Intelligence. IJCCI 2017. Studies in Computational Intelligence, vol 829. Springer, Cham. First Online 30 May 2019.<a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-030-16469-0_7\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><em><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-030-16469-0_7\">DOI<\/a><\/em><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2018<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"es-ES\">S. Gomez, J. Despraz, CA Pena-Reyes. <\/span><span lang=\"en-US\">Improving Neural Network Interpretability via Rule Extraction. <\/span><span lang=\"fr-CH\">ICANN 2018 (Accepted), 2018<\/span><\/li>\n<\/ul>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\">Leite\u00a0<\/span><span class=\"\">et al<\/span><span class=\"\">., &#8220;Exploration of multiclass and one-class learning methods for prediction of phage-bacteria interaction at strain level,&#8221;<\/span><span class=\"\">\u00a0<\/span><span class=\"\">2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)<\/span><span class=\"\">, Madrid, Spain, 2018, pp. 1818-1825.\u00a0<\/span><span class=\"\">doi: 10.1109\/BIBM.2018.8621433<\/span><\/li>\n<li>Despraz, S. Gomez, CA Pena-Reyes. <span lang=\"en-US\">Exploring Internal Representations of Deep Neural Networks. Studies in Computational Intelligence (Springer, to appear). 2018 <\/span><\/li>\n<li>Carvalho Leite, D.M., Brochet, X., Resch, G., Que, Y.-A., Pena-Reyes, C.A.; Computational prediction of inter-species relationships through omics data analysis and machine learning. BMC Bioinformatics (to appear). 2018<\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2017<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span class=\"\">D. Leite, X. Brochet, G. Resch, Y. Que, A. Neves, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. Pe\u00f1a<\/a><\/span>, Computational Prediction of Host-Pathogen Interactions Through Omics Data Analysis and Machine Learning, <span lang=\"fr-CH\">IWBBIO 2017<\/span><span lang=\"fr-CH\">.<\/span><\/span><\/span><\/span> <span class=\"BookTitle\">Bioinformatics and Biomedical Engineering<\/span><span class=\"page-numbers-info\"> pp 360-371, 2017. <\/span><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-12745-3_4\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-56154-7_33\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/span><\/li>\n<li><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span class=\"\">Z. Mungloo, Y. Jaufeerally, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. Pe\u00f1a<\/a><\/span>, A Meta-Review of Feature Selection Techniques in the Context of Microarray Data,\u00a0<span lang=\"fr-CH\">IWBBIO 2017. <span class=\"BookTitle\">Bioinformatics and Biomedical Engineering<\/span><span class=\"page-numbers-info\"> pp 33-49, 2017.<\/span> <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-12745-3_4\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-12745-3_4\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/span><\/li>\n<li><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span class=\"\">J. Despraz, S. Gomez, H.F. Satiz\u00e1bal and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. Pe\u00f1a<\/a><\/span>, Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks,\u00a0<span lang=\"fr-CH\">IJCCI 2017. SCITEPRESS\u00a0<span id=\"ContentPlaceHolder1_PublicationsDetailsPage_PublicationsDetailsContent_LabelPublicationDetailPages\" class=\"PublicationsDetailNormal\">215-222, <\/span><span id=\"ContentPlaceHolder1_PublicationsDetailsPage_PublicationsDetailsContent_LabelPublicationDetailYear\" class=\"PublicationsDetailNormal\">2017\u00a0<\/span>.<span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-12745-3_4\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/www.scitepress.org\/PublicationsDetail.aspx?ID=KIrVw9C4l9w%3d&amp;t=1\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2014<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"fr-CH\"><span lang=\"fr-CH\"><span class=\"\">N. Jakob, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. Pe\u00f1a<\/a><\/span>, Living Emerging Worlds for Games, <span lang=\"fr-CH\">WIVACE<\/span> <span lang=\"fr-CH\">2014<\/span><span lang=\"fr-CH\">. Advances in Artificial Life and Evolutionary Computation, Communications in Computer and Information Science, Vol. 445, pp 37-46, 2014. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-12745-3_4\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-12745-3_4\"><span class=\"down\"><em>DIWBBIO 2017OI<\/em><\/span><\/a><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2012<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"en-US\"><span lang=\"en-US\"><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=GqnluRIAAAAJ\">M.-A. Barreto-Sanz<\/a>, A. Bujard and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. Pe\u00f1a<\/a><\/span>, Evolving very compact fuzzy systems for gene expression data analysis. Proceedings of the IEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 2012, pp. 356-361, 2012.<br \/>\n<span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/bibe.2012.6399650\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=6399650\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><\/a><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=6399650\"><span class=\"down\">PDF<\/span><\/a><\/em><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2010<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"en-US\"><span class=\"\">J. Rossier, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.A. Pe\u00f1a-Reyes<\/a><\/span>, Extrinsic evolution of fuzzy systems applied to disease diagnosis, ICES 2010. Lecture Notes in Computer Science, Vol. 6274\/2010, 226-237, 2010. <span lang=\"fr-CH\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-642-15323-5_20\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-642-15323-5_20\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2009<\/strong><\/h4>\n<h6>BOOK CHAPTERS<\/h6>\n<ul>\n<li><span lang=\"en-GB\"><span lang=\"en-GB\"><span lang=\"en-GB\"><span lang=\"en-GB\"><span lang=\"en-GB\"><span lang=\"en-GB\"><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=GqnluRIAAAAJ\">M.-A. Barreto-Sanz<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=fFZoJNcAAAAJ\">Andres Perez-Uribe<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">Carlos-Andres Pena-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=6vgFGvYAAAAJ\">Marco Tomassini<\/a>. <\/span><span lang=\"en-GB\">Tuning parameters in Fuzzy Growing Hierarchical Self-Organizing Artificial Neural Networks. <\/span><span lang=\"en-GB\">Series: Studies in Computational Intelligence , Vol. 258 In. Franco, Leonardo; Elizondo, David A.; Jerez, Jos\u00e9 M. (Eds.) Constructive Neural Networks. 2009. <a href=\"http:\/\/dx.doi.org\/10.1109\/cec.2000.870780\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1109\/cec.2000.870780\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2008<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"en-GB\"><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=GqnluRIAAAAJ\">M.A. Barreto-Sanz<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=fFZoJNcAAAAJ\">A. Perez-Uribe<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=6vgFGvYAAAAJ\">M. Tomassini<\/a><\/span>, <\/span><span lang=\"en-US\"><span lang=\"en-US\">Fuzzy Growing Hierarchical Self-Organizing Networks. ICANN 2008, LNCS 5164, pp. 713-722, 2008. <span lang=\"fr-CH\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-540-87559-8_74\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-540-87559-8_74\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2007<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?user=5HggroQAAAAJ&amp;hl=fr\">Melgarejo, M.<\/a>; <a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">Pena-Reyes, C.A.<\/a><\/span>; Implementing Interval Type-2 Fuzzy Processors [Developmental Tools]. <span lang=\"en-GB\">Computational Intelligence Magazine, IEEE 2(1): 63 \u2013 71. 2007.<a href=\"http:\/\/dx.doi.org\/10.1109\/mci.2007.357195\"> <img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><\/span><em><a href=\"http:\/\/dx.doi.org\/10.1109\/mci.2007.357195\"><span class=\"down\">DOI <\/span><\/a><\/em>&#8211; <a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=4195043&amp;tag=1\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\"><em>PDF<\/em><\/span><\/a><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2006<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"es-ES\"><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?user=5HggroQAAAAJ\">M.A. Melgarejo<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.A. Pe\u00f1a-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a>.<\/span> <\/span><span lang=\"en-US\">A genetic-fuzzy system approach to control a model of the HIV infection dynamics. Proceedings of the IEEE International Conference on Fuzzy Systems, pp.<\/span> <span lang=\"en-US\"><span lang=\"en-US\"><span lang=\"en-US\"><span lang=\"en-US\">2323 \u2013 2330, 2006. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/fuzzy.2006.1682023\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1682023\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><\/a><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1682023\"><span class=\"down\">PDF<\/span><\/a><\/em><\/span><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\">E. Jodoin, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.A. Pena-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a><\/span>. A method for the fuzzification of categorical variables. Proceedings of the IEEE International Conference on Fuzzy Systems, 2006, pp.831 \u2013 838, 2006. <span lang=\"en-US\"><span lang=\"en-US\"><span lang=\"en-US\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/fuzzy.2006.1681807\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1681807\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><\/a><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1681807\"><span class=\"down\">PDF<\/span><\/a><\/em><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2005<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\">N. Grandjean, B. Charpiot, <a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a<\/a>, <a href=\"https:\/\/scholar.google.com\/citations?user=M6yiiNEAAAAJ&amp;hl=en\">M. C. Peitsch<\/a>.<\/span> <span lang=\"en-GB\">Competitive Intelligence and Patent Analysis in Drug Discovery. Mining the competitive knowledge bases and patents. <\/span><span lang=\"en-GB\">Drug Discovery Today: Technologies. 3:211-215, 2005. <a href=\"http:\/\/dx.doi.org\/10.1016\/j.ddtec.2005.08.007\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=jvGaZG4AAAAJ\">A. Upegui<\/a>, <a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a>.<\/span> Topology exploration of spiking neural networks on FPGAs. Microprocessors and Microsystems,. Vol. 29, no. 5, pp. 211-223. 1 June 2005. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1016\/j.micpro.2004.08.012\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"en-US\"><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=HzVpPHwAAAAJ\">G. Mermoud<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=jvGaZG4AAAAJ\">A. Upegui<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. <span lang=\"en-GB\">Sanchez<\/span><\/a><\/span><\/span>, &#8220;A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems,&#8221; <span lang=\"en-GB\">J. Cabestany, A. Prieto, F. Sandoval (Eds.), Computational Intelligence and Bioinspired Systems, IWANN 2005, Vol. 3512 of Lecture Notes in Computer Science, pp. 572-581. Springer-Verlag, Berlin, 2005. <span lang=\"en-US\"><span lang=\"fr-CH\"><a href=\"http:\/\/dx.doi.org\/10.1007\/11494669_70\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/11494669_70\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2004<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a><\/span>. Evolutionary fuzzy modelling human diagnostic decisions. Annals of the New York Academy of Sciences, pages 190-211, May 2004. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1196\/annals.1310.017\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI <\/span><\/em><\/a><em><span class=\"down\">&#8211;<\/span><\/em><\/span> <span lang=\"en-GB\"><a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1196\/annals.1310.017\/epdf\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/> <span class=\"down\"><em>PDF<\/em><\/span><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>BOOK<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes.<\/a><\/span><span lang=\"en-GB\"> Coevolutionary Fuzzy Modelling.<br \/>\n<\/span><span lang=\"en-GB\">Lecture Notes in Computer Science 3204. Springer, 2004. 129 pages.<\/span> <span lang=\"en-GB\">ISBN: 3540229949. <a href=\"http:\/\/dx.doi.org\/10.1007\/b99869\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/b99869\"><span lang=\"en-GB\"><span class=\"down\"><em>DOI<\/em><\/span><\/span><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?user=5HggroQAAAAJ\">M. Melgarejo<\/a>, <a href=\"http:\/\/ieeexplore.ieee.org\/search\/searchresult.jsp?searchWithin=%22Authors%22:.QT.R.%20A.%20Garcia.QT.&amp;newsearch=true\">A. Garcia<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a><\/span>. Pro-Two: A hardware based platform for real-time type-2 fuzzy inference. Proceedings of the 2004 IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2004, Volume: 2, pp. 977- 982. 2004. <span lang=\"en-US\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/fuzzy.2004.1375540\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1375540\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><\/a><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1375540\"><span class=\"down\">PDF<\/span><\/a><\/em><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?user=5HggroQAAAAJ\">M. Melgarejo<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, and <a href=\"http:\/\/ieeexplore.ieee.org\/search\/searchresult.jsp?searchWithin=%22Authors%22:.QT.R.%20A.%20Garcia.QT.&amp;newsearch=true\">A. Garcia<\/a><\/span>. Hardware architecture and FPGA implementation of a Type-2 fuzzy system. Proceedings of the 2004 Great Lakes Symposium on VLSI (GLSVLSI), 2004. pp. 458 \u2013 461. <span lang=\"en-US\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1145\/988952.989063\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211;<\/span><\/em> <em><a href=\"http:\/\/delivery.acm.org\/10.1145\/990000\/989063\/p458-melgarejo.pdf?ip=193.134.219.72&amp;id=989063&amp;acc=ACTIVE%20SERVICE&amp;key=FC66C24E42F07228%2E89BA465B3F8E8007%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&amp;CFID=653531147&amp;CFTOKEN=34876517&amp;__acm__=1470727137_89d8d535e39aa7acd26f10adf9b5deee\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><\/a><a href=\"http:\/\/delivery.acm.org\/10.1145\/990000\/989063\/p458-melgarejo.pdf?ip=193.134.219.72&amp;id=989063&amp;acc=ACTIVE%20SERVICE&amp;key=FC66C24E42F07228%2E89BA465B3F8E8007%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&amp;CFID=653531147&amp;CFTOKEN=34876517&amp;__acm__=1470727137_89d8d535e39aa7acd26f10adf9b5deee\"><span class=\"down\">PDF<\/span><\/a><\/em><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?user=5HggroQAAAAJ\">M. Melgarejo<\/a>, <a href=\"http:\/\/ieeexplore.ieee.org\/search\/searchresult.jsp?searchWithin=%22Authors%22:.QT.R.%20A.%20Garcia.QT.&amp;newsearch=true\">A. Garcia<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a><\/span>. Architectural proposal and hardware realization of a type-2 fuzzy inference system. Proceedings of the X workshop IBERCHIP, IWS-2004, 2004.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?user=5HggroQAAAAJ\">M. Melgarejo<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, and <a href=\"http:\/\/ieeexplore.ieee.org\/search\/searchresult.jsp?searchWithin=%22Authors%22:.QT.R.%20A.%20Garcia.QT.&amp;newsearch=true\">A. Garcia<\/a><\/span>. Computational model and architectural proposal for a hardware type-2 fuzzy system. Proceedings of the 2nd IASTED International Conference on Neural Networks and Computational Intelligence NCI 2004, pp. 279-284, 2004.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=jvGaZG4AAAAJ\">A. Upegui<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a><\/span>. A hardware implementation of a network of functional spiking neurons with Hebbian learning. A. J. Ijspeert, D. Mange, M. Murata, S. Nishio, Eds., Bio-ADIT 2004 On-Conference Proceedings, pp. 399-409. Osaka University Forum 2004, Osaka, 2004.<\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2003<\/strong><\/h4>\n<h6>BOOK CHAPTERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a>.<\/span> Fuzzy CoCo: Balancing accuracy and interpretability of fuzzy models by means of coevolution. J. Casillas, O. Cord\u00f3n, F. Herrera, and L. Magdalena, editors, Accuracy Improvements in Linguistic Fuzzy Modelling, volume 129 of Studies in Fuzziness and Soft Computing, pages 119-146. Physica-Verlag, 2003. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-540-37058-1_6\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><\/span><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-540-37058-1_6\"><span lang=\"en-GB\"><span class=\"down\"><em>DOI<\/em><\/span><\/span><\/a><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=jvGaZG4AAAAJ\">A. Upegui<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a><\/span>. A methodology for evolving spiking neural network topologies on line using partial dynamic reconfiguration. Proceedings of the International Congress on Computational Intelligence &#8211; ICCI 2003. RedCIC \u2013 Colombian Network on Computational Intelligence, 2003.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a><\/span>. Incremental fuzzy coco: Incremental coevolution of fuzzy systems. Proceedings of the International Congress on Computational Intelligence &#8211; ICCI 2003. RedCIC &#8211; Colombian Network on Computational Intelligence, 2003.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a><\/span>. Island fuzzy coco: Island model-based coevolution of fuzzy systems. Proceedings of the Third European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems &#8211; EUNITE 2003, pages 353-362. ELITE Foundation, Verlag Mainz, 2003.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=1MKZZggAAAAJ\">R. Villa<\/a>, L. Prieto, and <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a><\/span>. COBRA: an evolved online tool for mammography interpretation. J. Mira and J. R. _Alvarez, editors, Proceedings of the International Work-conference on Artificial and Natural Neural Networks &#8211; IWANN2003, number 2686 in Lecture Notes in Computer Science, pages 726-733. Springer, 2003. <span lang=\"en-GB\"><span lang=\"en-US\"><span lang=\"fr-CH\"><a href=\"http:\/\/dx.doi.org\/10.1007\/3-540-44868-3_92\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/3-540-44868-3_92\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span lang=\"en-GB\"><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=jvGaZG4AAAAJ\">A. Upegui<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a><\/span>. A functional spiking neuron hardware oriented model. J. Mira and J. R. _Alvarez, editors, Proceedings of the International Work-conference on Artificial and Natural Neural Networks IWANN2003, number 2686 <\/span>in Lecture Notes in Computer Science, pages 136-143. <span lang=\"en-GB\">Springer, 2003. <span lang=\"en-US\"><span lang=\"fr-CH\"><a href=\"http:\/\/dx.doi.org\/10.1007\/3-540-44868-3_18\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/3-540-44868-3_18\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2002<\/strong><\/h4>\n<h6>BOOK CHAPTERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C.-A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a>.<\/span> Combining evolutionary and fuzzy techniques in medical diagnosis. M. Schmitt, H. N. Teodorescu, A. Jain, A. Jain, S. Jain, and L. C. Jain, editors, Computational Intelligence Techniques in Medical Diagnosis and Prognosis, volume 96 of Studies in Fuzziness and Soft Computing, chapter 14, pages 391-426. Springer-Verlag, Heidelberg, 2002. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-7908-1788-1_14\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><\/span><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-7908-1788-1_14\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PH.D. THESIS<\/h6>\n<ul>\n<li><span lang=\"en-GB\"><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>. <\/span><\/span>Coevolutionary Fuzzy Modelling.<a href=\"http:\/\/lslwww.epfl.ch\/pages\/publications\/rcnt_theses\/pena\/PenaReyes_thesis.pdf\"><br \/>\n<\/a>PhD thesis, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne &#8211; EPFL, 2002. <span lang=\"en-GB\">Nominee, 2002 Best thesis EPFL prize. <span lang=\"es-ES\"><a href=\"http:\/\/lslwww.epfl.ch\/pages\/publications\/rcnt_theses\/pena\/PenaReyes_thesis.pdf\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\"><em>PDF<\/em><\/span><\/a><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span class=\"\">B. Mesot, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=QZZZfKQAAAAJ\">E. Sanchez<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=fFZoJNcAAAAJ\">A. Perez-Uribe<\/a><\/span>. SOS++: Finding smart behaviors using learning and evolution. R. K. Standish, M. A. Bedau, and H. A. Abbass, editors, Artificial Life VIII. The 8th International Conference on the Simulation and Synthesis of Living Systems, pages 264-273. The MIT Press, 2002.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\">J.L. Berm\u00fadez, <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=FVvglUoAAAAJ\">F. Rachidi<\/a>, and F. Heidler<\/span>. Use of genetic algorithms to extract primary lightning current parameters. 5th International Symposium on Electromagnetic Compatibility, pages 241-246, 2002.<\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>, <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a>, and L. Prieto<\/span>. Sensitive, specific, and interpretable: Evolving a fuzzy mammographic-interpretation assessment tool. 2002 IEEE International Fuzzy Systems Conference Proceedings, pages 837-842. IEEE Neural Network Society, 2002. <span lang=\"en-US\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/fuzz.2002.1006613\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=1006613\"><em><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\">PDF<\/span><\/em><\/a><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>2001<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.com\/citations?user=k2xM7QgAAAAJ&amp;hl=fr\">M. Sipper<\/a>.<\/span> Fuzzy CoCo: A cooperative-coevolutionary approach to fuzzy modelling. IEEE Transactions on Fuzzy Systems, 9(5):727-737, October 2001. <span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/91.963759\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a> <em><span class=\"down\">&#8211;<\/span><\/em><\/span> <span lang=\"en-GB\"><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=963759\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\"><em>PDF<\/em><\/span><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<p><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a><\/span>. The flowering of Fuzzy CoCo: Evolving fuzzy iris classifiers. V. Kurkova, N. C. Steele, R. Neruda, and M. Karny, editors, Proceedings of the 5th International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA 2001), pages 304-307. Springer-Verlag, 2001. <span lang=\"en-GB\"><span lang=\"en-US\"><span lang=\"fr-CH\"><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-7091-6230-9_75\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><\/a><a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-7091-6230-9_75\"><span class=\"down\"><em>DOI<\/em><\/span><\/a><\/span><\/span><\/span><\/p>\n<hr \/>\n<h4><strong>2000<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.com\/citations?user=k2xM7QgAAAAJ&amp;hl=fr\">M. Sipper<\/a><\/span>. Evolutionary computation in medicine: An overview. Artificial Intelligence in Medicine, 19(1):1-23, May 2000. <em><a href=\"http:\/\/dx.doi.org\/10.1016\/s0933-3657(99)00047-0\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><span class=\"down\">DOI<\/span><\/a><\/em><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span lang=\"en-GB\"><span class=\"\"><a href=\"https:\/\/www.researchgate.net\/researcher\/19581448_H_F_Restrepo\">H. F. Restrepo<\/a>, <a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a>, and <a href=\"https:\/\/scholar.google.ch\/citations?user=fFZoJNcAAAAJ\">A. Perez-Uribe<\/a>. <\/span><\/span><span lang=\"es-CO\">Hacia el desarrollo de nuevas m\u00e1quinas computacionales: lecciones que aprendemos de la naturaleza. <\/span><span lang=\"es-CO\">Energ\u00eda y Computaci\u00f3n<\/span><span lang=\"es-ES\">, IX(2):40-47, 2000. <a href=\"http:\/\/bibliotecadigital.univalle.edu.co\/xmlui\/bitstream\/handle\/10893\/1368\/Hacia%20el%20desarrollo%20de%20nuevas%20maquinas%20computacionales%20%20lecciones%20que%20aprendemos%20de%20la%20naturaleza.pdf?sequence=6\"><span lang=\"en-GB\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\"><em>PDF<\/em><\/span><\/span><\/a><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a><\/span>. Applying Fuzzy CoCo to breast cancer diagnosis. Proceedings of the 2000 Congress on Evolutionary Computation (CEC00), volume 2, pages 1168-1175. IEEE Press, Piscataway, NJ, USA, 2000. <span lang=\"en-US\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/cec.2000.870780\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=870780\"><em><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\">PDF<\/span><\/em><\/a><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>1999<\/strong><\/h4>\n<h6>JOURNAL PAPERS<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.com\/citations?hl=fr&amp;user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.com\/citations?user=k2xM7QgAAAAJ&amp;hl=fr\">M. Sipper<\/a><\/span>. A fuzzy-genetic approach to breast cancer diagnosis. Artificial Intelligence in Medicine, 17(2):131-155, October 1999.<br \/>\n<span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/cec.2000.870780\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211;<\/span><\/em> <em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=870780\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\">PDF<\/span><\/a><\/em><\/span><\/li>\n<\/ul>\n<hr \/>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a><\/span>. Designing breast cancer diagnostic systems via a hybrid fuzzy-genetic methodology.<br \/>\nIEEE International Fuzzy Systems Conference Proceedings, volume 1, pages 135-139. IEEE Neural Network Council, 1999. <span lang=\"en-US\"><span lang=\"en-GB\"><a href=\"http:\/\/dx.doi.org\/10.1109\/fuzzy.1999.793220\"><img decoding=\"async\" loading=\"lazy\" class=\"\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/doi-e1470666734803.gif\" width=\"20\" height=\"18\" \/><em><span class=\"down\">DOI<\/span><\/em><\/a><em><span class=\"down\"> &#8211; <\/span><\/em><a href=\"http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&amp;arnumber=793220\"><em><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-content\/uploads\/sites\/19\/2015\/11\/PDF-icon-150x150.jpg\" alt=\"PDF-icon\" width=\"22\" height=\"22\" \/><span class=\"down\">PDF<\/span><\/em><\/a><\/span><\/span><\/li>\n<\/ul>\n<hr \/>\n<h4><strong>1998<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span class=\"\"><a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a> and <a href=\"https:\/\/scholar.google.ch\/citations?user=k2xM7QgAAAAJ\">M. Sipper<\/a><\/span>. Evolving fuzzy rules for breast cancer diagnosis. Proceedings of 1998 International Symposium on Nonlinear Theory and Applications (NOLTA&#8217;98), volume 2, pages 369-372. Presses Polytechniques et Universitaires Romandes, Lausanne, 1998.<\/li>\n<\/ul>\n<hr \/>\n<h4><strong>1997<\/strong><\/h4>\n<h6>PEER REVIEWED CONFERENCES<\/h6>\n<ul>\n<li><span lang=\"en-GB\"><span class=\"\">K. Solano, R. A. Chavarriaga, R. A. Nu\u00f1ez, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a><\/span>. Controladores adaptables basados en mecanismos de inferencia difusa. <\/span><span lang=\"es-ES\">Memorias del Segundo Congreso Asociaci\u00f3n Colombiana de Autom\u00e1tica, 1997.<\/span><\/li>\n<\/ul>\n<hr \/>\n<ul>\n<li><span lang=\"en-GB\"><span class=\"\">J. L. L\u00f3pez, C. E. Quintero, M. Sacanamboy, J. O. S\u00e1nchez, O.M. Agudelo, and <a href=\"https:\/\/scholar.google.ch\/citations?user=hpj7NoEAAAAJ\">C. A. Pe\u00f1a-Reyes<\/a><\/span>. <\/span><span lang=\"es-ES\">Comparaci\u00f3n entre sistemas difusos para el control de una banda transportadora dentro de un proceso de manufactura flexible. Memorias del Segundo Congreso Asociaci\u00f3n Colombiana de Autom\u00e1tica, 1997.<\/span><\/li>\n<\/ul>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>2022 JOURNAL PAPERS Fournier, B., Steiner, M., Brochet, X., Degrune, F., Mammeri, J., Carvalho, D. L., Siliceo, S. L., Bacher, S., Pe\u00f1a-Reyes, C. A., &amp; Heger, T. J. (2022). Toward the use of protists as bioindicators of multiple stresses in <a class=\"more-link\" href=\"http:\/\/iict-space.heig-vd.ch\/cpn\/publications\/\">Continue reading <span class=\"screen-reader-text\">  Publications<\/span><span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":13,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-fullwidth.php","meta":[],"_links":{"self":[{"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/pages\/555"}],"collection":[{"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/comments?post=555"}],"version-history":[{"count":42,"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/pages\/555\/revisions"}],"predecessor-version":[{"id":1422,"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/pages\/555\/revisions\/1422"}],"wp:attachment":[{"href":"http:\/\/iict-space.heig-vd.ch\/cpn\/wp-json\/wp\/v2\/media?parent=555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}