{"id":86,"date":"2015-11-24T13:13:19","date_gmt":"2015-11-24T13:13:19","guid":{"rendered":"http:\/\/iict-space.heig-vd.ch\/hsl\/?page_id=86"},"modified":"2016-03-10T11:30:13","modified_gmt":"2016-03-10T10:30:13","slug":"publications","status":"publish","type":"page","link":"http:\/\/iict-space.heig-vd.ch\/hsl\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p><strong>Activity recognition, wearable devices, machine learning<\/strong><\/p>\n<ul>\n<li>Z. Zhu, H.F. Satizabal, U. Blanke, A. Perez-Uribe, and G. Tr\u00f6ster, \u00ab <strong>Naturalistic Recognition of Activities and Mood using Wearable Electronics<\/strong> \u00bb, IEEE. Transactions on Affective Computing (to appear, 2015).<\/li>\n<li>H.F. Satizabal and A. Perez-Uribe,\u00a0<b>Unsupervised template discovery in activity recognition using the Gamma Growing Neural Gas algorithm<\/b>, Soft Computing, Springer Verlag, November 2014, pp. 1-11.<\/li>\n<li>J. Rebetez, H.F. Satizabal, A. Perez-Uribe,\u00a0<b>&#8220;Reducing User Intervention in Incremental Activity Recognition for Assistive Technologies&#8221;<\/b>, , Proceedings of the 17th Annual International Symposium on International Symposium on Wearable Computers (ISWC&#8217;2013). ACM, New York, NY, USA, pp. 29-32.<\/li>\n<li>B. Delachaux, J. Rebetez, A. Perez-Uribe and H.F. Satizabal,\u00a0<b>&#8220;Indoor activity recognition by combining one-vs-all neural network classifiers exploiting wearable and depth sensors&#8221;<\/b>, Rojas, G. Joya, and J. Cabestany (Eds.): IWANN 2013, Part II, LNCS 7903, pp. 216-223, 2013.<\/li>\n<li>H.F. Satizabal, J. Rebetez and A. Perez-Uribe,\u00a0<b>&#8220;Semi-Supervised Discovery of Time-Series Templates for Gesture Spotting in Activity Recognition&#8221;<\/b>, Proceedings if the 2nd International Conference in Pattern Recognition Applications and Methods, Barcelona, 2013.<\/li>\n<\/ul>\n<p><strong>Agroecological modeling, artificial neural networks<\/strong><\/p>\n<ul>\n<li>Satizabal, H.F., Barreto-Sanz, M., Jimenez. D., Perez-Uribe, A., and Cock James,\u00a0&#8220;<strong>Enhancing Decision-Making Processes of Small Farmers in Tropical Crops by Means of Machine Learning Models<\/strong>&#8220;, Technologies and Innovation for Development, Chapter 18, 2012, pp. 265-277.<\/li>\n<li>Carmen Cianfrani, Gwena\u00eblle Le Lay, Luigi Maiorano, H\u00e9ctor F. Satiz\u00e1bal, Anna Loy, Antoine Guisan, &#8220;<strong>Adapting global conservation strategies to climate change at the European scale: The otter as a flagship species<\/strong>&#8220;,\u00a0Biological Conservation<span id=\"yui_3_14_1_1_1457605077710_701\" class=\"publication-meta-journal\"><span id=\"yui_3_14_1_1_1457605077710_700\"><span id=\"yui_3_14_1_1_1457605077710_699\" class=\"publication-meta-journal text-uppercase\"><span id=\"yui_3_14_1_1_1457605077710_698\"> 144(8):2068-2080,<\/span><\/span><\/span><\/span><span class=\"publication-meta-date text-uppercase\"><span><span>\u00a0<\/span><span>August 2011<\/span><\/span><\/span>.<\/li>\n<li>Daniel Jimenez, James Cock, Andy Jarvis, James Garcia, Hector F. Satizabal, Patrick Van Damme, Andres Perez-Uribe, Miguel A. Barreto-Sanz,\u00a0<b>Interpretation of commercial production information: A case study of lulo (Solanum quitoense), an under-researched Andean fruit<\/b>, Agricultural Systems, Volume 104, Issue 3, March 2011, Pages 258-270.<\/li>\n<li>Satizabal H.F., Perez-Uribe, A.., and Tomassini M.\u00a0<b>&#8220;Avoiding Prototype Proliferation in Incremental Vector Quantization of Large Heterogeneous Datasets&#8221;<\/b>, Studies in Computational Intelligence series, Springer Verlag, Vol 258, 2009, pp. 243-260<\/li>\n<li>Daniel Jimenez, James Cock, H.F. Satizabal, Miguel Barreto, Andres Perez-Uribe, Andy Jarvis and Patrick Van Damme,\u00a0<b>&#8220;Analysis of Andean blackberry (Rubus glaucus) production models obtained by means of artificial neural networks exploiting information collected by small-scale growers in Colombia and publicly available meteorological data&#8221;<\/b>, Computer and Eletronics in Agriculture, Elsevier, Vol 69, 2009, pp. 198-208<\/li>\n<li>H\u00e9ctor F. Satiz\u00e1bal, Andr\u00e9s P\u00e9rez-Uribe, Marco Tomassini, &#8220;<strong>Prototype Proliferation in the Growing Neural Gas Algorithm<\/strong>&#8220;,\u00a0Artificial Neural Networks &#8211; ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008.<\/li>\n<li>Jim\u00e9nez Daniel, P\u00e9rez-Uribe Andr\u00e9s, Satiz\u00e1bal H\u00e9ctor, Barreto Miguel, Van Damme Patrick, Tomassini Marco, &#8220;<strong>A Survey of Artificial Neural Network-Based Modeling in Agroecology<\/strong>&#8220;,\u00a0Soft Computing Applications in Industry, pp.247-269, February, 2008.<\/li>\n<li>H\u00e9ctor F. Satiz\u00e1bal, Daniel R. Jim\u00e9nez R, Andr\u00e9s P\u00e9rez-Uribe, &#8220;<strong>Consequences of Data Uncertainty and Data Precision in Artificial Neural Network Sugar Cane Yield Prediction<\/strong>&#8220;,\u00a0Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti\u00e1n, Spain, June 20-22, 2007.<\/li>\n<\/ul>\n<p><strong>Autonomous robots, artificial intelligence<\/strong><\/p>\n<ul>\n<li>H.F. Satizabal, A. Upegui, A. Perez-Uribe, F. Mondada and P. Retornaz,\u00a0<strong>A Social Approach for Target Localization: Simulation and Implementation in the marXbot Robot<\/strong>, Memetic Computing, Springer Verlag, Vol. 3, No 4, 2011, pp. 245-259.<\/li>\n<li>Andres Upegui, Yann Thoma, H\u00e9ctor F. Satiz\u00e1bal, Francesco Mondada, Philippe R\u00e9tornaz, Yoan Graf, Andr\u00e9s P\u00e9rez-Uribe, Eduardo Sanchez, &#8220;<strong>Ubichip, Ubidule, and MarXbot: A Hardware Platform for the Simulation of Complex Systems<\/strong>&#8220;,\u00a0Evolvable Systems: From Biology to Hardware &#8211; 9th International Conference, ICES 2010, York, UK, September 6-8, 2010.<\/li>\n<li>H\u00e9ctor F. Satiz\u00e1bal, Andres Upegui, Andr\u00e9s P\u00e9rez-Uribe, &#8220;<strong>Social Target Localization in a Population of Foragers<\/strong>&#8220;,\u00a0Nature Inspired Cooperative Strategies for Optimization, NICSO 2010, May 12-14, 2010.<\/li>\n<li>H\u00e9ctor F. Satiz\u00e1bal, Andres Upegui, &#8220;<strong>Dynamic Partial Reconfiguration of the Ubichip for Implementing Adaptive Size Incremental Topologies<\/strong>&#8220;,\u00a0Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009.<\/li>\n<\/ul>\n<p><strong>In-vitro neural activity classification, feature extraction, neural networks<\/strong><\/p>\n<ul>\n<li>A. Perez-Uribe and H.F. Satizabal,\u00a0&#8220;<strong>Artificial Neural Networks and Data Compression Statistics for the Discrimination of Cultured Neuronal Activity<\/strong>&#8220;, LNCS, vol. 7552, 2012, pp. 201-208<\/li>\n<\/ul>\n<p><strong>Artificial Neural networks<\/strong><\/p>\n<ul>\n<li>H\u00e9ctor F. Satiz\u00e1bal, \u00a0Andr\u00e9s P\u00e9rez-Uribe, &#8220;<strong>Relevance Metrics to Reduce Input Dimensions in Artificial Neural Networks<\/strong>&#8220;,\u00a0Artificial Neural Networks &#8211; ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007.<\/li>\n<\/ul>\n<p><i>March, 2016<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Activity recognition, wearable devices, machine learning Z. Zhu, H.F. Satizabal, U. Blanke, A. Perez-Uribe, and G. Tr\u00f6ster, \u00ab Naturalistic Recognition of Activities and Mood using Wearable Electronics \u00bb, IEEE. Transactions on Affective Computing (to appear, 2015). H.F. Satizabal and A. <a class=\"more-link\" href=\"http:\/\/iict-space.heig-vd.ch\/hsl\/publications\/\">Continue reading <span class=\"screen-reader-text\">  Publications<\/span><span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":10,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/pages\/86"}],"collection":[{"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/comments?post=86"}],"version-history":[{"count":11,"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/pages\/86\/revisions"}],"predecessor-version":[{"id":210,"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/pages\/86\/revisions\/210"}],"wp:attachment":[{"href":"http:\/\/iict-space.heig-vd.ch\/hsl\/wp-json\/wp\/v2\/media?parent=86"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}