Ebooks on mining

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New Directions in Statistical Graph Mining

Max Planck Institute for Biological Cybernetics
Statistical methods for numerical vectors SVM, Boosting, Clustering, Regression, PCA, CCA.. Structurization: Modify th... Pattern Mining Algorithms...
http://sigdmsm.org/dmss2008/tsuda.pdf... [5 hits]

 

 

 

Coal Mining and Production

Pollution Prevention and Abatement Handbook
Coal is one of the world’s most plentiful energy resources, and its use is likely to quadruple by 2020. Coal occurs in... Underground mining methods vary according to the site conditions, but all involve the removal of seams followed by m...
http://www.ifc.org/ifcext/enviro.nsf/Attachme... [7 hits]

 

 

A Survey on Wavelet Applications in Data Mining

Recently there has been significant development in the use of wavelet methods in various data mining processes. However,... The paper concludes by discussing the impact of wavelets on data mining research and outlining potential future researc...
http://www.sigkdd.org/explorations/issue4-2/l... [7 hits]

 

 

Measuring and Extracting Proximity in Networks

Proceedings of the 12th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'06)
Measuring distance or some other form of proximity between objects is a standard data mining tool. Connection subgraphs ... Measuring distance or some other form of proximity between objects is a standard data mining tool...
http://www.research.att.com/~yehuda/pubs/p245... [3 hits]

 

 

Fast Direction-Aware Proximity for Graph Mining

Proceedings of the 13th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'07)
In this paper we study asymmetric proximity measures on directed graphs, which quantify the relationships between two no... The measures are useful in several graph mining tasks, including clustering, link prediction and connection subgraph di...
http://www.research.att.com/~yehuda/pubs/dire... [1 hits]

 

 

Implementing SVM in an RDBMS: Improved Scalability and Usability

Overview Oracle RDBMS resources leveraged by data mining Oracle Data Mining (ODM) infrastructure Oracle SVM scalability... Data Mining in RDBMS Integration of data storage and analytic processing – No data movement – Data integrity and securi...
http://www.oracle.com/technology/products/bi/... [4 hits]

 

 

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