New PDF release: A Survey of Evolutionary Algorithms for Data Mining and

By Freitas A.A.

This bankruptcy discusses using evolutionary algorithms, really genetic algorithms and genetic programming, in info mining and data discovery. We specialise in the knowledge mining activity of type. additionally, we speak about a few preprocessing and postprocessing steps of the data discovery approach, targeting characteristic choice and pruning of an ensemble of classifiers. We exhibit how the necessities of information mining and information discovery effect the layout of evolutionary algorithms. specifically, we speak about how person illustration, genetic operators and health features need to be tailored for extracting high-level wisdom from information.

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System-driven customer T H E C O N C E P T O F C U S T O M E R I N T E L L I G E N C E / 25 care based on individual preferences and requirements will always be systematic and will never have the cachet of the small town storekeeper or luxury goods provider where the relationship between customer and supplier is based on a longstanding personal relationship between two human beings. To be sure the enormous gap in individual care that currently exists between the luxury market and mass market will diminish dramatically.

With no need for these services on the return journey that same traveller might select the T H E C O N C E P T O F C U S T O M E R I N T E L L I G E N C E / 31 standard (cheaper) service. Old notions about ‘first class’ had to do with sociological phenomena rather than any notion of ‘improved service’ and passengers availing of ‘first class’ service were willing to pay a premium, not for any additional services, but for the satisfaction of ensuring that they would not have to mix with people of a lower social class.

Indeed, retailers will soon dispense with checkouts entirely when customers are persuaded to use radio frequency identification (RFID) technology that automatically scans purchased goods and enables payment authorization. The Internet has already T H E C O N C E P T O F C U S T O M E R I N T E L L I G E N C E / 27 eliminated vast swathes of supply chain complexity. Simplification removes expensive handoffs and improves demand feedback from the market. The resultant cost savings of these ‘efficiency factors’, it is asserted, drives competition forward with more momentum than can be unleashed by ‘loyalty factors’.

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A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery by Freitas A.A.

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