This article provides a comprehensive literature review and classification method for data mining techniques applied to academic libraries. To achieve this, forty-one practical contributions over the period 1998–2014 were identified and reviewed for their direct relevance.
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Read MoreThe paper presents a literature review about data mining applications in Product/Service-Systems (PSS) design. A systematic literature review, combined with snowballing techniques, has been run to ...
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Read MoreData Mining for the Internet of Things: Literature Review and Challenges Feng Chen1, 6, Pan Deng1, Jiafu Wan2, Daqiang Zhang3, Athanasios V. Vasilakos4, Xiaohui Rong5 1Parallel Computing Laboratory, Institute of Software Chinese Academy of Sciences, China 2School of Mechanical & Automotive Engineering, South China University of Technology, China 3School of Software Engineering , Tongji ...
Read MoreSWIFT-Review utilizes newly developed statistical text mining and machine learning methods that allow users to uncover over-represented topics within the literature corpus and to rank order documents for manual screening.
Read MoreA literature review or narrative review is a type of review article. A literature review is a scholarly paper, which includes the current knowledge including substantive findings, as well as theoretical and methodological contributions to a particular topic.
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Read MoreThe “literature” of a literature review refers to any collection of materials on a topic, not necessarily the great literary texts of the world. “Literature” could be anything from a set of government pamphlets on British colonial methods in Africa to scholarly articles on the treatment of a torn ACL.
Read MoreSmart Computing Review, vol. 4, no. 3, June 2014 213 of training. State of Art Many, feature selection methods have been proposed in the literature, and their comparative study is a very difficult task.
Read MoreICT Innovations 2012 Web Proceedings - Poster Session ISSN 1857-7288 577 A Literature Review of Data Mining Techniques Used in Healthcare Databases Elma Kolçe (Çela) 1, Neki Frasheri 2 1,2 Department of Computer Engineering, Polytechnic University of Tirana, Albania 1 elmakolce@yahoo, 2 [email protected] Abstract.
Read MoreThe paper presents a literature review about data mining applications in Product/Service-Systems (PSS) design. A systematic literature review, combined with snowballing techniques, has been run to identify relevant contributions in the area.
Read MoreLITERATURE REVIEW ON DATA MINING TECHNIQUES . K.Suguna Asst.Professor ... Classification is a classic data mining technique established on machine learning. Mainly classification is ... The classification framework is based on a literature review of existing knowledge on the nature of data mining
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Read MoreIn this paper, we give a systematic way to review data mining in knowledge view, technique view, and application view, including classification, clustering, association analysis, time series analysis and outlier analysis. ... Literature Review and Challenges ... Apache Mahout project implements a wide range of machine learning and data mining ...
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Read MoreText and data mining, and more specifically: a. Machine learning models (MLM) b. Automatic multi-documents summarization for ALRs 3. Assisted literature review object (ALRO) ... An Assisted Literature Review using Machine Learning Models to Identify and Build a Literature ..
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Read MoreData mining is an interdisciplinary field bringing together techniques from machine learning, pattern recognition, statistics, databases, and visualization to address the issue of information extraction from large data bases [6].The data that is used to extract patterns in data mining is called as training data.
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Read MoreA literature review of data mining techniques used in healthcare databases. Article ... present a survey of data mining machine learning approaches and medical . diagnose systems.
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Read MoreData Mining for the Internet of Things: Literature Review and Challenges FengChen,1,2 PanDeng,1 JiafuWan,3 DaqiangZhang,4 ... vector machine, rough set, neural networks, and ... In Section3we review the data mining applications in e-commerce, industry, health care, and public service and ...
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