Today, we have such large data sets that these algorithms are no longer efficient enough for mining and analysing. In this paper, we have addressed a data clustering problem and developed a scalable algorithm, which provides very high precision and recall values. This algorithm is used on a ...
Data Mining is a set of techniques aiming to find useful information through a process of analyzing data from multiple perspectives. As an emergent topic, data mining has currently a rapid progress and exponential use in several fields. Many researches have been proposed in this topic. Theory and...
ata Mining' NTDM]]>With over two decades of research and practical applications in Data Mining (DM), most experts and analysts in the area feel that its future will be bright. As in any active research areas, trends in technologies, methods, and applications in DM evolve in time. In ...
Introduces a series of articles concerning granular computing and data mining, published in the June 2004 issue of "International Journal of Intelligent Systems". Rough set spatial data modeling for data mining; Fuzzy information granules in time-series data; Associations and rules in data mining; ...
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Data mining applications explore large amounts of heterogeneous data in search of consistent information. In such a challenging context, empirical learning methods aim to optimize prediction on unseen data, and an accurate estimate of the generalization
Search all Data Mining and Knowledge Discovery articles July 2013 Special Issue: Intelligent Interactive Data Visualization Issue Editors: Barbara Hammer, Daniel Keim, Neil Lawrence, Guy Lebanon 7 articles in this issue Preface: Intelligent interactive data visualization ...
CiteSpace was used for data mining and visual analysis. Results A total of 1738 papers on preconditioning in cerebral ischemia were included in the study. The annual publications showed an upwards and then downwards trend but currently remain high in terms of annual publications. The US was the...
Authors should prepare their manuscript according to the Guide for Authors available from the online submission page of the Information Systems at http://ees.elsevier.com/is/. Authors must select "Mining Urban Data" when they reach the "Article Type" step in the submission process. All papers ...
-0452-2 Preface to the special issue on big data search and mining Kai Zheng1 & Feifei Li2 & Kyuseok Shim3 Published online: 22 March 2017 # Springer Science+Business Media New York 2017 We are delighted to present this special issue of World Wide Web on Big Data Search and Mining. ...