DMLS 2012 - Workshop on Data Mining in Life Sciences DMLS'2012
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Category DMLS 2012
Deadline: April 13, 2012 | Date: July 20, 2012
Venue/Country: Berlin, Germany
Updated: 2011-11-15 15:38:19 (GMT+9)
Call For Papers - CFP
Workshop on Data Mining in Life Sciences DMLS'2012July 20, 2012, Berlin/ GermanyWorkshop ChairIsabelle Bichindaritz, University of Washington, USARainer Schmidt, University of Rostock, Germany Workshop CommitteeRiccardo Bellazzi, University of Pavia, ItalyKung-Ma Chao, National Taiwan University, TaiwanMichel Dojat, UM INSERM-UJF U594 , FrancePeter Funk, Malardalen University, SwedenSophia Katrenko University of Amsterdam, the NetherlandsXiaoqiu Huang, Iowa state University, USAJingchu Luo, Peking University, ChinaStefania Montani, University of Piemonte Orientale, ItalyOleg Okun, Smarttecco, SwedenPetra Perner, Institute of Computer Vision and Applied Computer Sciences, GermanyFrank-Michael Schleif, University Leipzig, GermanyRainer Schmidt, Institut fur Medizinische Informatik und Biometrie, GermanyMalika Smail-Tabbone, LORIA, FrancePaolo Soda, Università Campus Bio-Medico di Roma, ItalyHerna L. Viktor, University of Ottawa, CanadaScope of the WorkshopData mining in biology and medicine is a core component of biomedical informatics, and one of the first intensive applications of computer science to this field, whether at the clinic, the laboratory, or the research center. Following a long tradition of data exploration stemming from biostatistical data analysis, todays's biomedical data mining appears more multifaceted with advances in knowledge discovery in databases as well as machine learning approaches.The goals of this workshop are to:provide a forum for identifying important contributions and opportunities for research on data mining as it applies to biological and/or medical data,promote the systematic study of how to apply data mining to biology and medicine, andshow case applications of data mining in biology and medicine.Some of the technical issues addressed, and potential outcomes of the workshop, are to identify preferred types of mining methods, tools, and processes, preferred domains of application, how to connect a data mining model with a problem to solve, challenges specific to applying data mining to biology and medicine, and guidelines to better develop data mining projects in this domain. We welcome all those interested in the problems and promise of data mining in biology or medicine as well as in bioinformatics, Human Genome Project, environmental sciences and agriculture.Topics of interest include (but are not limited to):With regard to different types of data:Discovery of high-level structures, including e.g. association networksText mining from biomedical literaturMedical images miningBiomedical signals miningTemporal and sequential data miningMining heterogeneous dataMining data from molecular biology, genomics, proteomics, pylogenetic classificationWith regard to different methodologies and case studies:Data mining project development methodology for biomedicineIntegration of data mining in the clinicOntology-driver data mining in life sciencesMethodology for mining complex data, e.g. a combination of laboratory test results, images, signals, genomic and proteomic samplesData mining for personal disease managementUtility considerations in DMLS, including e.g. cost-sensitive learningWe particularly welcome case studies and applications and discussions of the lessons learned from such case studiesWorkshop FormatIn this workshop we intend to bring scientists together and actively identify common research threads, define open problems, and develop collaborative contacts. We aimed at providing an informal atmosphere where participants are encouraged to ask clarifying questions throughout the talks and to participate in longer discussions after each presentation. Since we anticipate varied backgrounds of the participants, we will encourage speakers to present their work from a big-picture perspective and to clearly identify key issues in their research before they dive into technical details.A wrap-up round table discussion will summarize the lessons learnt, issues identified, and future directions.Submission RequirementsPapers will be published in the workshop proceedings by IBaI Publishing. PostScript (compressed and uuencoded) or PDF paper submissions should be formatted according to Springer LNCS format, with a maximum of ten pages. Author's instructions along with LaTeX and Word macro files are available on the web at http://www.springer.de/comp/lncs/authors.html .Please submit the electronic version of your camera-ready paper through the CMS-system. If you have any problems with the system please do not hesitate to contact infodata-mining-forum.de.Authors of the selected papers from the workshop will be invited to submit their revised and extended papers to a journal special issue.Important DatesSubmission Deadline: April 13th, 2012Notification Date: April 30th, 2012Camera-Ready Deadline: May 12th, 2012Workshop date: July 20th, 2012
Keywords: Accepted papers list. Acceptance Rate. EI Compendex. Engineering Index. ISTP index. ISI index. Impact Factor.
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