Recent Advances on Soft Computing and Data Mining The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings

This book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and bu...

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Bibliographic Details
Other Authors: Herawan, Tutut (Editor), Ghazali, Rozaida (Editor), Nawi, Nazri Mohd (Editor), Deris, Mustafa Mat (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2017, 2017
Edition:1st ed. 2017
Series:Advances in Intelligent Systems and Computing
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Cluster Validation Analysis on Attribute Relative of Soft Set Theory
  • Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm
  • Optimization of ANFIS using Artificial Bee Colony Algorithm for Classification of Malaysian SMEs
  • Forecasting of Malaysian Oil Production and Oil Consumption Using Fuzzy Time Series
  • A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site
  • Formation Control Optimization for Odor Localization
  • A New Search Direction for Broyden’s Family Method in Solving Unconstrained Optimization Problems
  • Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task
  • Artificial Neural Network with Hyperbolic Tangent Activation Function to Improve the Accuracy of COCOMO II Model
  • A study of data imputation using Fuzzy C-Means with Particle Swarm Optimization.