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</o:shapelayout></xml><![endif]--></head><body lang=SL link=blue vlink=purple style='word-wrap:break-word'><div class=WordSection1><table class=MsoNormalTable border=0 cellpadding=0 width="113%" style='width:113.78%'><tr><td valign=top style='padding:1.5pt 1.5pt 1.5pt 1.5pt'><p><a href="dnevi.ijs.si/"><span style='font-size:10.0pt;font-family:Roboto;text-decoration:none'><img border=0 width=1024 height=256 style='width:10.6666in;height:2.6666in' id="Picture_x0020_2" src="cid:part1.vClg9duT.NegbpViY@ijs.si" alt=dnevi.ijs.si></span></a><span style='font-size:10.0pt;font-family:"Times New Roman",serif'><o:p></o:p></span></p></td></tr></table><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Vabimo vas na institutski kolokvij ob letošnjih Dnevih Jožefa Stefana, ki bo <b>danes, <span style='color:#338684'>v četrtek, 23. marca 2023, ob 13. uri »v živo«</span></b><span style='color:#338684'> v Veliki predavalnici Instituta »Jožef Stefan«</span><strong><span style='font-family:"Calibri",sans-serif;color:red'> </span></strong><strong><span style='font-family:"Calibri",sans-serif;font-weight:normal'>na Jamovi cesti 39 v Ljubljani. Na voljo bodo tudi kava, pijača in prigrizki.</span></strong><b><span style='font-family:"Times New Roman",serif'><o:p></o:p></span></b></p><p class=MsoNormal><a name="_Hlk130212331"><strong><span lang=EN-US style='font-family:"Calibri",sans-serif'><o:p> </o:p></span></strong></a></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><strong><span lang=EN-US style='font-family:"Calibri",sans-serif'><o:p> </o:p></span></strong></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><a name="_Hlk130213258"><b><span style='font-size:12.0pt'>prof. dr. Nada Lavrač</span></b></a></span><span style='mso-bookmark:_Hlk130212331'><b><span style='font-size:12.0pt'>, </span></b></span><span style='mso-bookmark:_Hlk130212331'><span style='font-size:12.0pt'><o:p></o:p></span></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><i>Institut »Jožef Stefan« <o:p></o:p></i></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><i><o:p> </o:p></i></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><i>In<o:p></o:p></i></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><i><o:p> </o:p></i></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><a name="_Hlk130213279"><b><span style='font-size:12.0pt'>prof. dr. Marko Robnik-Šikonja</span></b></a></span><span style='mso-bookmark:_Hlk130212331'><b><span style='font-size:12.0pt'>, <a name="_Hlk130213288"><o:p></o:p></a></span></b></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><span style='mso-bookmark:_Hlk130213288'><i>Fakulteta za računalništvo in informatiko, Univerza v Ljubljani</i></span><i><o:p></o:p></i></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><b><span style='font-size:12.0pt'><o:p> </o:p></span></b></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><i><o:p> </o:p></i></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><a name="_Hlk130213298"><b><span style='font-size:14.0pt;color:#338684'>Strojno učenje iz relacijskih in tekstovnih podatkov<o:p></o:p></span></b></a></span></p><span style='mso-bookmark:_Hlk130213298'></span><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><span style='font-size:12.0pt'><o:p> </o:p></span></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><a name="_Hlk130213243">Večina sistemov umetne inteligence temelji na strojnem učenju, ki omogoča samodejno izgradnjo modelov za napovedovanje, kategorizacijo, gručenje in razlago podatkov. V prvem delu predavanja bova predstavila izbrane metode strojnega učenja za analizo relacijskih podatkov in omrežij, ki temeljijo na pretvorbi podatkov v učinkovitejšo tabelarično obliko. V drugem delu predavanja bova podala pregled izbranih metod učenja vektorskih predstavitev tekstovnih podatkov, zasnovanih na tehnologiji globokih nevronskih mrež. Izbor metod in odprtokodnih implementacij učnih algoritmov smo predstavili v monografiji Representation Learning: Propositionalization and Embeddings, ki je v soavtorstvu N. Lavrač, V. Podpečana in M. Robnik-Šikonje leta 2021 izšla pri založbi Springer.<o:p></o:p></a></span></p><span style='mso-bookmark:_Hlk130213243'></span><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><o:p> </o:p></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'>Predavanje bo v slovenščini.<o:p></o:p></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><o:p> </o:p></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'>Napovednik predavanja najdete tudi na naslovu </span><a href="http://www.ijs.si/ijsw/Koledar_prireditev"><span style='mso-bookmark:_Hlk130212331'><span style='color:#7F7F7F'>http://www.ijs.si/ijsw/Koledar_prireditev</span></span><span style='mso-bookmark:_Hlk130212331'></span></a><span style='mso-bookmark:_Hlk130212331'>, posnetke preteklih predavanj<span style='color:blue'> </span>pa na </span><a href="https://bit.ly/2YH8LYk"><span style='mso-bookmark:_Hlk130212331'><span style='color:#7F7F7F'>Arhiv TV IJS</span></span><span style='mso-bookmark:_Hlk130212331'></span></a><span style='mso-bookmark:_Hlk130212331'> in </span><a href="http://videolectures.net/kolokviji_ijs"><span style='mso-bookmark:_Hlk130212331'><span style='color:#7F7F7F'>http://videolectures.net/kolokviji_ijs</span></span><span style='mso-bookmark:_Hlk130212331'></span></a><span style='mso-bookmark:_Hlk130212331'>.</span><span style='mso-bookmark:_Hlk130212331'><span lang=EN-US style='font-size:12.0pt'><o:p></o:p></span></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><o:p> </o:p></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><b><span style='color:#338684'>Lepo vabljeni!<o:p></o:p></span></b></span></p><p class=MsoNormal><span style='mso-bookmark:_Hlk130212331'><strong><span lang=EN-US style='font-family:"Calibri",sans-serif'><o:p> </o:p></span></strong></span></p><span style='mso-bookmark:_Hlk130212331'></span><p class=MsoNormal><strong><span lang=EN-US style='font-family:"Calibri",sans-serif'><o:p> </o:p></span></strong></p><p class=MsoNormal><strong><span lang=EN-US style='font-family:"Calibri",sans-serif'><o:p> </o:p></span></strong></p><p class=MsoNormal><o:p> </o:p></p></div></body></html>