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...

Full description

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Herawan, Tutut (Editor), Ghazali, Rozaida (Editor), Nawi, Nazri Mohd (Editor), Deris, Mustafa Mat (Editor)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edition:1st ed. 2017.
Series:Advances in Intelligent Systems and Computing, 549
Subjects:
Computational intelligence.
Artificial intelligence.
Data mining.
Computational Intelligence.
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Online Access:Full-text access
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. .

Similar Items