Data Mining: Multimedia, Soft Computing, and Bioinformatics
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Page 4
... specific algorithms for extract- ing patterns ( models ) from data . The additional steps in the KDD process , such as data preparation , data selection , data cleaning , incorporation of ap- propriate prior knowledge , and proper ...
... specific algorithms for extract- ing patterns ( models ) from data . The additional steps in the KDD process , such as data preparation , data selection , data cleaning , incorporation of ap- propriate prior knowledge , and proper ...
Page 12
... specific piece of information or topic , ( ii ) gain familiarity with , or an overview of , some general topic or domain , and ( iii ) locate something that might be of interest , without a clear prior notion of what " interesting ...
... specific piece of information or topic , ( ii ) gain familiarity with , or an overview of , some general topic or domain , and ( iii ) locate something that might be of interest , without a clear prior notion of what " interesting ...
Page 28
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Contents
1 | |
2 Soft Computing | 35 |
3 Multimedia Data Compression | 89 |
4 String Matching | 143 |
5 Classification in Data Mining | 181 |
6 Clustering in Data Mining | 227 |
7 Association Rules | 267 |
8 Rule Mining with Soft Computing | 293 |
9 Multimedia Data Mining | 319 |
An Application | 365 |
Index | 392 |
About the Authors | 399 |
Other editions - View all
Data Mining: Multimedia, Soft Computing, and Bioinformatics Sushmita Mitra,Tinku Acharya No preview available - 2005 |
Common terms and phrases
analysis applications association rules attributes binary Bioinformatics bits categorical character chromosome classification coding coefficients color components content-based image retrieval corresponding data compression data mining dataset decision tree decoder defined dictionary distance document domain encoded entropy entropy encoding evaluation example extracted feature frequent itemsets fuzzy sets genetic algorithms Hence Huffman code IEEE IEEE Transactions image retrieval initial input interaction involving JPEG knowledge discovery learning linguistic matrix measure method Mitra multimedia data neural networks neuro-fuzzy neurons node objects optimal output parameters partition pattern matching pixel prediction problem protein quantization query representation represented rough set S. K. Pal sample Section sequence shown in Fig soft computing spatial statistical string matching structure subbands subnetworks subsets substring symbol Table techniques text mining Transactions on Neural transformed vector visual wavelet Web mining weights