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A tutorial on outlier detection techniques
by Yanchang Zhao, RDataMining.com There is an excellent tutorial on outlier detection techniques, presented by Hans-Peter Kriegel et al. at ACM SIGKDD 2010. It presents many popular outlier detection...
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Data Mining In Excel: Lecture Notes and Cases
by Yanchang Zhao, RDataMining.com It is a 270-page book on data mining with Excel. It can be downloaded as a PDF file at...
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2nd CFP: the 10th Australasian Data Mining Conference (AusDM 2012)
The Tenth Australasian Data Mining Conference (AusDM 2012) Sydney, Australia, 5-7 December 2012 http://ausdm12.togaware.com/ The Australasian Data Mining Conference has established itself as the...
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Examples and resources on association rule mining with R
by Yanchang Zhao, RDataMining.com The technique of association rules is widely used for retail basket analysis, as well as in other applications to find assocations between itemsets and between sets of...
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R is reported as being used by about half of all data miners in the 2011 Data...
by Yanchang Zhao, RDataMining.com R is reported as now being used by close to half of all data miners (47%) in the 2011 Data Miners Survey by Rexer Analytics. Below is picked up from the survey...
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Examples of profiling R code
by Yanchang Zhao, RDataMining.com Below are simple examples of profiling R code, which help to find out which steps or functions are most time consuming. It is very useful for improving efficiency of R...
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CFP: AusDM 2012, deadline extended to 31 August 2012
The Tenth Australasian Data Mining Conference (AusDM 2012) Sydney, Australia 5-7 December 2012 http://ausdm12.togaware.com/ Deadline extended to 31 August 2012 The Australasian Data Mining Conference...
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Call for contribution: the RDataMining package – an R package for data mining
Join the RDataMining project to build a comprehensive R package for data mining http://www.rdatamining.com/package We have started the RDataMining project on R-Forge to build an R package for data...
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CFP: DMApps 2013 – Workshop on Data Mining Applications in Industry and...
CALL FOR PAPERS DMApps 2013: the International Workshop on Data Mining Applications in Industry & Government In conjunction with PAKDD 2013, Gold Coast, Australia, April 14-17, 2013...
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R code for book “R and Data Mining: Examples and Case Studies”
R code for book “R and Data Mining: Examples and Case Studies” is now available at http://www.rdatamining.com/docs. An online PDF version of the book (the first 11 chapters only) can also be...
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Two free online courses starting soon: Data Analysis (with R) and Social...
There are two online courses starting soon on Coursera, which are free to register. 1. Data Analysis (with R) It is a 8-week online course starting on Jan 22nd 2013...
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New book announcement: R and Data Mining – Examples and Case Studies
R and Data Mining: Examples and Case Studies Author: Yanchang Zhao Publisher: Academic Press, Elsevier Publish date: December 2012 ISBN: 978-0-12-396963-7 Length: 256 pages URL:...
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Call for participation: DMApps 2013 – an International Workshop on Data...
Call for participation: DMApps 2013 – an International Workshop on Data Mining Applications in Industry and Government in conjunction with PAKDD 2013, Gold Coast, Australia, April 14, 2013...
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CFP: the 11th Australasian Data Mining Conference (AusDM 2013), submission...
********************************************************************* The 11th Australasian Data Mining Conference (AusDM 2013) Canberra, Australia, 13-15 November 2013, http://ausdm13.togaware.com...
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An excellent introduction to MapReduce and Hadoop
by Yanchang Zhao, RDataMining.com The lectures in week 3 of a free online course Introduction to Data Science give an excellent introduction to MapReduce and Hadoop, and demonstrate with examples how...
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Step by step to build my first R Hadoop System
by Yanchang Zhao, RDataMining.com After reading documents and tutorials on MapReduce and Hadoop and playing with RHadoop for about 2 weeks, finally I have built my first R Hadoop system and...
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Preview of book Data Mining Applications with R
An edited book titled Data Mining Applications with R will be on market soon, which features 15 real-word applications on data mining with R. A preview of the book is available on Google Books. R code,...
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New book release: Data Mining Applications with R
Book title: Data Mining Applications with R Editors: Yanchang Zhao, Yonghua Cen Publisher: Elsevier Publish date: December 2013 ISBN: 978-0-12-411511-8 Length: 514 pages URL:...
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Multidimensional Scaling (MDS) with R
This page shows Multidimensional Scaling (MDS) with R. It demonstrates with an example of automatic layout of Australian cities based on distances between them. The layout obtained with MDS is very...
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CFP: AusDM 2014 – the 12th Australasian Data Mining Conference
********************************************************* 12th Australasian Data Mining Conference (AusDM 2014) Brisbane, Australia 27-28 November 2014 http://ausdm14.ausdm.org/...
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