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 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Herawan, Tutut (Επιμελητής έκδοσης), Ghazali, Rozaida (Επιμελητής έκδοσης), Nawi, Nazri Mohd (Επιμελητής έκδοσης), Deris, Mustafa Mat (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Advances in Intelligent Systems and Computing, 549
• Θέματα: Engineering.; Data mining.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.

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...

Πίνακας περιεχομένων:

• 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. .