Data Mining: Multimedia, Soft Computing, and Bioinformatics
|
From inside the book
Results 1-5 of 46
Page ix
... Component Analysis for Data Compression 103 3.8 Principles of Still Image Compression 105 3.8.1 Predictive coding 105 3.8.2 Transform coding 3.8.3 Wavelet coding 3.9 Image Compression Standard : JPEG 3.10 The JPEG Lossless Coding ...
... Component Analysis for Data Compression 103 3.8 Principles of Still Image Compression 105 3.8.1 Predictive coding 105 3.8.2 Transform coding 3.8.3 Wavelet coding 3.9 Image Compression Standard : JPEG 3.10 The JPEG Lossless Coding ...
Page xv
... components interspersed with each other . The World Wide Web has played an important role in making the data , even from geographically distant locations , easily accessible to users all over the world . However , often most of this ...
... components interspersed with each other . The World Wide Web has played an important role in making the data , even from geographically distant locations , easily accessible to users all over the world . However , often most of this ...
Page 7
... components . • The model : The function of the model ( e.g. , classification , clustering ) and its representational form ( e.g. , linear discriminants , decision trees ) . A model contains parameters that are to be determined from ...
... components . • The model : The function of the model ( e.g. , classification , clustering ) and its representational form ( e.g. , linear discriminants , decision trees ) . A model contains parameters that are to be determined from ...
Page 8
... components . Some of the common model functions in cur- rent data mining practice include [ 13 , 14 ] : 1. Classification : This model function classifies a data item into one of several predefined categorical classes . 2. Regression ...
... components . Some of the common model functions in cur- rent data mining practice include [ 13 , 14 ] : 1. Classification : This model function classifies a data item into one of several predefined categorical classes . 2. Regression ...
Page 16
... components of Web mining include ⚫ information retrieval , ⚫ information extraction , generalization , and ⚫ analysis . Information retrieval , as mentioned in Section 1.4 , refers to the automatic retrieval of relevant documents ...
... components of Web mining include ⚫ information retrieval , ⚫ information extraction , generalization , and ⚫ analysis . Information retrieval , as mentioned in Section 1.4 , refers to the automatic retrieval of relevant documents ...
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