Intelligent Soft Computation and Evolving Data Mining Integrating Advanced Technologies 1st Edition by Leon Shyue Liang Wang 1615207570 9781615207572

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ISBN 10: 1615207570

ISBN 13: 9781615207572

Author: Leon Shyue Liang Wang

As the applications of data mining, the non-trivial extraction of implicit information in a data set, have expanded in recent years, so has the need for techniques that are tolerable to imprecision, uncertainty, and approximation. Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies is a compendium that addresses this need. It integrates contrasting techniques of conventional hard computing and soft computing to exploit the tolerance for imprecision, uncertainty, partial truth, and approximation to achieve tractability, robustness and low-cost solution. This book provides a reference to researchers, practitioners, and students in both soft computing and data mining communities, forming a foundation for the development of the field.

Intelligent Soft Computation and Evolving Data Mining Integrating Advanced Technologies 1st Table of contents:

Introduction to theExperimental Design in theData Mining Tool KEEL

Cat Swarm OptimizationSupported Data Mining

Dynamic Discovery of FuzzyFunctional DependenciesUsing Partitions

An Intelligent Data MiningSystem Through Integrationof Electromagnetism-Like Mechanism AndFuzzy Neur

ComputationalIntelligence-Revisited

Artificial Clonal SelectionModel and Its Application

Risk-Management ModelsBased on the PortfolioTheory Using HistoricalData under Uncertainty

Neuro-Fuzzy System Modeling

Network Based Fusion of Globaland Local Information in TimeSeries Prediction with The Useof Soft-Com

Weights Direct Determination ofFeedforward Neural Networkswithout Iterative BP-Training

The Hopfield-Tank NeuralNetwork for the MobileAgent Planning Problem

A Novel Neural Fuzzy NetworkUsing a Hybrid EvolutionaryLearning Algorithm

Power System Load FrequencyControl Using CombinedIntelligent Techniques

Computational IntelligenceClustering for DynamicVideo Watermarking

Data Mining Meets Internetand Web Performance

Predicting Similarity of WebServices Using WordNet

Finding Explicit andImplicit Knowledge:Biomedical Text Data Mining

Rainstorm Forecasting ByMining HeterogeneousRemote Sensed Datasets

Learning Verifiable Ensemblesfor Classification Problems withHigh Safety Requirements

Compilation of References

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Tags: Leon Shyue Liang Wang, Intelligent, Computation, Data