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</o:shapelayout></xml><![endif]--></head><body link="#0563C1" vlink="#954F72"><div class=WordSection1><p class=MsoNormal style='text-align:justify'><a name="_Hlk41995074"><span lang=EN-US style='font-family:"Times New Roman",serif'>Vabimo vas na 3. predavanje iz sklopa "Kolokviji na IJS" v letu 2020/21, ki bo <strong><span style='color:red'>14. aprila 2021, ob 13. uri. </span></strong></span></a><span style='mso-bookmark:_Hlk41995074'></span><b><span lang=EN-US style='font-size:10.5pt;font-family:"Times New Roman",serif'>Predavanje bo v spletnem konferenčnem sistemu Zoom in mu lahko prisostvujete tako, da v brskalnik prenesete naslov </span></b><span lang=EN-US style='font-family:"Times New Roman",serif'><a href="https://uni-lj-si.zoom.us/j/98099345188?pwd=c1M0dHdnNHVDVFc2aC90RktCUHJKUT09"><b><span style='font-size:10.5pt'>https://uni-lj-si.zoom.us/j/98099345188?pwd=c1M0dHdnNHVDVFc2aC90RktCUHJKUT09</span></b></a></span><b><span lang=EN-US style='font-size:10.5pt;font-family:"Times New Roman",serif'>; identifikacijska stevilka sestanka je 980 9934 5188, geslo pa 876849.</span></b><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Times New Roman",serif'>Predavanje lahko spremljate tudi na TV IJS kanalu na spletnem naslovu </span><span lang=EN-US style='font-family:"Times New Roman",serif'><a href="http://tv.ijs.si">tv.ijs.si</a></span><span lang=EN-US style='font-family:"Times New Roman",serif'>.<o:p></o:p></span></p><p class=MsoNormal><strong><span lang=EN-US style='font-family:"Calibri",sans-serif;font-weight:normal'> </span></strong><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Times New Roman",serif'>Napovednik predavanja najdete na naslovu </span><span lang=EN-US style='font-family:"Times New Roman",serif'><a href="http://www.ijs.si/ijsw/Koledar_prireditev"><span style='color:#954F72'>http://www.ijs.si/ijsw/Koledar_prireditev</span></a></span><span lang=EN-US style='font-family:"Times New Roman",serif'>, posnetke preteklih predavanj<span style='color:blue'> </span>pa na </span><span lang=EN-US style='font-family:"Times New Roman",serif'><a href="http://videolectures.net/kolokviji_ijs"><span style='color:#954F72'>http://videolectures.net/kolokviji_ijs</span></a></span><span lang=EN-US style='font-family:"Times New Roman",serif'>.<o:p></o:p></span></p><p class=MsoNormal align=center style='text-align:center'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal align=center style='text-align:center'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-family:"Times New Roman",serif'>dr. Mitja Luštrek<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><i><span lang=EN-US style='font-family:"Times New Roman",serif'>Institut Jožef Stefan<o:p></o:p></span></i></p><p class=MsoNormal style='text-align:justify'><i><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p> </o:p></span></i></p><p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:12.0pt;text-align:justify'><b><span lang=EN-US style='font-size:14.0pt;font-family:"Times New Roman",serif'>Optimizacija ukrepov za zajezitev epidemije COVID-19<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=SL style='font-family:"Times New Roman",serif'>Organizacija XPrize prireja prestižna tekmovanja, ki spodbujajo razvoj tehnologij za reševanje pomembnih problemov človeštva. V XPrizovem Izzivu odziva na pandemijo (XPrize Pandemic Response Challenge) je bila naloga tekmovalcev napovedati, kako se okužbe s COVID-19 odzivajo na protiukrepe (kot so denimo zapiranje različnih ustanov in uporaba mask), ter predlagati učinkovite načrte protiukrepov za različne epidemiološke situacije. V predavanju bomo predstavili rešitev ekipe Odseka za inteligentne sistem Instituta “Jožef Stefan”, ki je na tekmovanju dosegla drugo mesto. Naša rešitev okužbe napoveduje s kombinacijo klasičnega epidemiološkega modela in strojnega učenja. Nato protiukrepe s čim boljšimi kompromisi med učinkom na okužbe in družbeno-ekonomsko ceno poišče s pomočjo algoritmov, ki se zgledujejo po biološki evoluciji.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=ES style='font-family:"Times New Roman",serif'>Predavanje bo v angleščini.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal align=center style='text-align:center'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal align=center style='text-align:center'><b><span lang=SL style='font-family:"Times New Roman",serif'>*******<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-family:"Times New Roman",serif;color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-family:"Times New Roman",serif;color:black'>We invite you to the 3rd Institute colloquium in the academic year 2020/21. The colloquium will be held </span><b><span lang=EN-US style='font-family:"Times New Roman",serif;color:red'>on Tuesday April 14, 2020 at 1 PM</span></b><span lang=EN-US style='font-family:"Times New Roman",serif;color:red'>. </span><b><span lang=EN-US style='font-family:"Times New Roman",serif'>The colloquium will be organized online using the zoom conference platform. To attend the colloquium, please copy the </span></b><span lang=EN-US style='font-family:"Times New Roman",serif'><a href="https://uni-lj-si.zoom.us/j/98099345188?pwd=c1M0dHdnNHVDVFc2aC90RktCUHJKUT09"><b><span style='font-size:10.5pt'>https://uni-lj-si.zoom.us/j/98099345188?pwd=c1M0dHdnNHVDVFc2aC90RktCUHJKUT09</span></b></a></span><b><span lang=EN-US style='font-size:10.5pt;font-family:"Times New Roman",serif'>; meeting ID is 980 9934 5188, password is 876849.<o:p></o:p></span></b></p><p class=MsoNormal><span lang=EN-US style='font-family:"Times New Roman",serif'>The colloquium is also aired on TV IJS at<span style='background:white'> </span><a href="http://tv.ijs.si">tv.ijs.si</a>.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-family:"Times New Roman",serif;color:black'>To read the abstract click </span><span lang=EN-US style='font-family:"Times New Roman",serif'><a href="http://www.ijs.si/ijsw/Koledar_prireditev">http://www.ijs.si/ijsw/Koledar_prireditev</a><span style='color:#1F497D'>. </span><span style='color:black'>Past colloquia are posted on</span><span style='color:#1F497D'> </span><a href="http://videolectures.net/kolokviji_ijs">http://videolectures.net/kolokviji_ijs</a><span style='color:#1F497D'>.<o:p></o:p></span></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal align=center style='text-align:center'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-family:"Times New Roman",serif'>dr. Mitja Luštrek<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><i><span lang=EN-US style='font-family:"Times New Roman",serif'>Jožef Stefan Institute<o:p></o:p></span></i></p><p class=MsoNormal style='text-align:justify'><i><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p> </o:p></span></i></p><p class=MsoNormal style='text-align:justify'><i><span lang=EN-US style='font-family:"Times New Roman",serif'><o:p> </o:p></span></i></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-size:14.0pt;font-family:"Times New Roman",serif'>Optimizing interventions against COVID-19<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-size:14.0pt;font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=SL style='font-family:"Times New Roman",serif'>XPrize Foundation organizes high-profile competitions to develop technologies that solve the world's grand challenges. The competitors of the XPrize Pandemic Response Challenge were tasked with predicting how COVID-19 infections respond to various interventions (such as lockdowns and mask usage), and to propose effective plans of such interventions for different epidemiological situations. In this talk we will describe the solution developed by the team from the Department of Intelligent Systems at Jožef Stefan Institute, which placed second in the competition. The solution combined a classical epidemiological model with machine learning to predict future infections. Then it used algorithms inspired by biological evolution to find interventions plans with optimal trade-offs between the impact on the infections and the socio-economic cost.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal><span lang=SL style='font-family:"Times New Roman",serif'>Cordially invited!<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=SL style='font-family:"Times New Roman",serif'><o:p> </o:p></span></b></p><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div></body></html>