Dimension Reduction and Data Compression

2004 ◽  
pp. 81-105
Author(s):  
Jorge E. Hurtado
Keyword(s):  
Dimension Reduction ◽  
Data Compression

Database Sampling for Data Mining

2011 ◽  
pp. 604-609
Author(s):  
Patricia E.N. Lutu
Keyword(s):  
Data Mining ◽  
Dimension Reduction ◽  
Data Compression ◽  
Random Sample ◽  
Data Reduction ◽  
Sampling Methods ◽  
Data Mining Algorithm ◽  
Mining Algorithm

In data mining, sampling may be used as a technique for reducing the amount of data presented to a data mining algorithm. Other strategies for data reduction include dimension reduction, data compression, and discretisation. For sampling, the aim is to draw, from a database, a random sample, which has the same characteristics as the original database. This chapter looks at the sampling methods that are traditionally available from the area of statistics, how these methods have been adapted to database sampling in general, and database sampling for data mining in particular.

Database Sampling for Data Mining

2011 ◽  
pp. 344-348 ◽  
Author(s):  
Patricia E.N. Lutu
Keyword(s):  
Data Mining ◽  
Dimension Reduction ◽  
Data Compression ◽  
Random Sample ◽  
Data Reduction ◽  
Sampling Methods ◽  
Data Mining Algorithm ◽  
Mining Algorithm

In data mining, sampling may be used as a technique for reducing the amount of data presented to a data mining algorithm. Other strategies for data reduction include dimension reduction, data compression, and discretisation. For sampling, the aim is to draw, from a database, a random sample, which has the same characteristics as the original database. This chapter looks at the sampling methods that are traditionally available from the area of statistics, how these methods have been adapted to database sampling in general and database sampling for data mining in particular.

Data compression

AccessScience ◽  
2015 ◽  
Keyword(s):  
Data Compression

Erratum: Image data compression, using 2-D lattice modelling method

1987 ◽  
Vol 134 (7) ◽  
pp. 680
Author(s):  
H.K. Kwan ◽  
Y.C. Lui
Keyword(s):  
Data Compression ◽  
Image Data ◽  
Modelling Method ◽  
Image Data Compression

Dimension Reduction: A Guided Tour

2009 ◽  
Author(s):  
Christopher J. C. Burges
Keyword(s):  
Dimension Reduction ◽  
Guided Tour

Use of Kalman Filters in Data Compression of Gas Transmission Pipeline Data

1986 ◽  
Author(s):  
E. Gordon ◽  
B.O. Lehmann ◽  
C.A. Stacklin
Keyword(s):  
Data Compression ◽  
Kalman Filters ◽  
Transmission Pipeline

Pcm telemetry and data compression applied to real time flight evaluation

1965 ◽  
Author(s):  
B. FURSTENAU
Keyword(s):  
Data Compression ◽  
Real Time
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