BEGIN:VCALENDAR VERSION:2.0 PRODID:-//jEvents 2.0 for Joomla//EN CALSCALE:GREGORIAN METHOD:PUBLISH BEGIN:VEVENT UID:o186cj62i2kumlc7fcceifgu5g@google.com CATEGORIES:RTportal.ru CREATED:20170606T092329 SUMMARY:The 3d International Workshop on Concept Discovery in Unstructured Data (CDUD 2016) LOCATION:Moscow, HSE DESCRIPTION;ENCODING=QUOTED-PRINTABLE:The 3d International Workshop on Concept Discovery in Unstructured Data (CD UD 2016)\nCall for papers\nConcept discovery is a subdomain of Knowledge Di scovery (KDD) that uses human-centered techniques such as Formal Concept An alysis (FCA), Topic Modeling, Visual Text Representations, Conceptual Graph s etc. for gaining insight into the underlying conceptual structure of the data. Traditional machine learning techniques are mainly focusing on struct ured data whereas most data available resides in unstructured, often textua l, form. Compared to traditional data mining techniques, human-centered ins truments actively engage the domain expert in the discovery process.\n\nThi s workshop welcomes papers describing innovative research on data discovery techniques. Moreover, this workshop intends to provide a forum for researc hers and developers of data mining instruments, working on issues associate d with analyzing unstructured data. First, we are interested in methods for transforming unstructured into semi-structured information. Unstructured i nformation such as texts or images can be tagged, keywords can be extracted from texts by means of Natural Language Processing methods, etc. For examp le, recently so-called Learning Representations such as Text Vectors or Vis ual Words have gained much attention in the domain of unstructured data. Se cond, in this workshop we also particularly welcome research on using human -centered instruments such as FCA to analyze unstructured and semi-structur ed data. Applications in which we are interested include but are not limite d to Text Mining and Web Mining including forums, blogs, social sharing sys tems like Twitter and Facebook, mining sociological interviews, etc. We are also interested in innovative instruments for dealing with knowledge incom pleteness and asymmetry.\nSubject coverage:\n\n - Applications of FCA for d iscovery purposes\n\n- Association Rules and Frequent Closed Itemsets\n\n- Biclustering and Multimodal clustering\n\n- Conceptual Clustering\n\n- Deal ing with knowledge incompleteness and asymmetry\n\n- Deep Learning for Text Representations\n\n- Discovery techniques for conceptual models\n\n- Effic ient indexing and structuring algorithms\n\n- Formal Concept Analysis\n\n- Graph Mining\n\n- Knowledge discovery and representation\n\n- Natural Langu age Processing\n\n- Ontology Learning from text\n\n- Probabilistic concept discovery\n\n- Text Kernels\n\n- Text Mining\n\n- Topic Modeling\n\n- Visua l Analytics\nWorkshop chairs\n\nJaume Baixeries, Universitat Politècnica de Catalunya, Catalonia\n\nDmitry Ignatov, National Research University Highe r School of Economics, Russia\n\nDmitry Ilvovsky, National Research Univers ity Higher School of Economics, Russia\n\nAlexander Panchenko, Tehcnische U niversitat Darmstadt, Germany\nProgram committee (tentative)\n\nSimon Andre ws, Sheffield Hallam University, United Kingdom\n\nJaume Baixeries, Barcelo na, Spain\n\nSergei Bartunov, National Research University Higher School of Economics\n\nDaniel Borchmann, TU Drezden, Germany\n\nAlexei Buzmakov, Nat ional Research University Higher School of Economics, Russia\n\nVíctor Codo cedo, LORIA, Nancy\n\nFritjhof Dau, SAP, Germany\n\nFelix Distel, TU Drezde n, Germany\n\nFlorent Domenach, University of Nicosia, Cyprus\n\nBernd Fisc her, Stellenbosh University, South Africa\n\nBoris Galitsky, Knowledge Trai l, USA\n\nBernhard Ganter, Technical University of Dresden, Germany\n\nGill ian Greene, Stellenbosh University, South Africa\n\nDmitry Ilvovsky, Nation al Research University Higher School of Economics, Russia\n\nRobert Jaeshke , Leibniz Universität Hannover, Germany\n\nYuri Katkov, EPFL, Geneva, Switz erland\n\nMehdi Kaytoue, LORIA, Lyon, France\n\nFrancesco Kriegel, TU Drezd en, Germany\n\nSergei O. Kuznetsov, National Research University Higher Sch ool of Economics\n\nVictor Lempitsky, Skolkovo Institute of Science and Tec hnology, Russia\n\nNatalia Loukachevitch, Lomonosov Moscow State University , Russia\n\nDmitry Mouromtsev, National Research University of Information Technologies, Mechanics and Optics, Russia\n\nXenia Naidenova, Military Med ical Academy, Russia\n\nAmedeo Napoli, LORIA, Nancy, France\n\nAlexey Nezna nov, National Research University Higher School of Economics, Russia\n\nArt em Revenko, TU Drezden, Germany\n\nSergei Obiedkov, National Research Unive rsity Higher School of Economics, Russia\n\nAlexander Panchenko, Tehcnische Universitat Darmstadt, Germany\n\nSimon Polovina, Sheffield Hallam Univers ity, United Kingdom\n\nUta Priss, Edinburgh Napier University, United Kingd om\n\nSebastian Rudolph, TU Drezden, Germany\n\nVladimir Selegey, ABBYY Sof tware, Russia\n\nBarish Sertkaya, Frankfurt University of Applied Sciences, Germany\n\nDominik Slezak, University of Warsaw, Poland\n\nRustam Tagiew, Polarez GmBH, Germany\n\nJohanna Voelker, University of Mannheim, Germany\n \nRostislav Yavorskiy, National Research University Higher School of Econom ics, Russia\nImportant dates\n\nSubmission deadline: May 23, 2016\n\nNotifi cation of acceptance: June 08, 2016\n\nCamera-ready due: June 23, 2016\n\nW orkshop: July 18, 2016\nProceedings\n\nAll accepted papers will be included in the workshop’s proceedings to be published online on the CEUR-Workshop web site in a volume with ISSN and indexed by Scopus. Two previous editions are available at the CEUR-Workshop web site: http://ceur-ws.org/Vol-757/ a nd http://ceur-ws.org/Vol-871/.\nSubmission Procedure\n\nElectronic version of full paper complete with authors’ affiliations should be submitted thro ugh the conference electronic submission system.\nUse the submission link h ttp://www.easychair.org/conferences/?conf=cdud2016.\nManuscripts must be pr epared with LaTeX or Microsoft Office and should follow the Springer format available at http://www.springer.de/comp/lncs/authors.html.\nThe maximum n umber of accepted papers by an individual author that can be covered by the workshop’s registration charge is 3. The papers over 12 pages are not allo wed\n\nhttps://cla2016.hse.ru/cdud This event was imported from: https://rt portal.ru/index.php/kalendar-sobytij/eventdetail/193/-/the-3d-international -workshop-on-concept-discovery-in-unstructured-data-cdud-2016?tmpl=componen t DTSTAMP:20260812T215902Z DTSTART;TZID=Europe/Moscow;VALUE=DATE:20160718 DTEND;TZID=Europe/Moscow;VALUE=DATE:20160723 SEQUENCE:0 TRANSP:OPAQUE END:VEVENT END:VCALENDAR