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Recent Advances on Soft Computing and Data Mining

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Cover of 'Recent Advances on Soft Computing and Data Mining'

Table of Contents

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    Book Overview
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    Chapter 1 A Fuzzy Time Series Model in Road Accidents Forecast
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    Chapter 2 A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region
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    Chapter 3 A Legendre Approximation for Solving a Fuzzy Fractional Drug Transduction Model into the Bloodstream
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    Chapter 4 A Multi-reference Ontology for Profiling Scholars’ Background Knowledge
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    Chapter 5 A New Binary Particle Swarm Optimization for Feature Subset Selection with Support Vector Machine
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    Chapter 6 A New Hybrid Algorithm for Document Clustering Based on Cuckoo Search and K-means
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    Chapter 7 A New Positive and Negative Linguistic Variable of Interval Triangular Type-2 Fuzzy Sets for MCDM
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    Chapter 8 A New Qualitative Evaluation for an Integrated Interval Type-2 Fuzzy TOPSIS and MCGP
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    Chapter 9 A Performance Comparison of Genetic Algorithm’s Mutation Operators in n -Cities Open Loop Travelling Salesman Problem
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    Chapter 10 A Practical Weather Forecasting for Air Traffic Control System Using Fuzzy Hierarchical Technique
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    Chapter 11 Adapted Bio-inspired Artificial Bee Colony and Differential Evolution for Feature Selection in Biomarker Discovery Analysis
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    Chapter 12 An Artificial Intelligence Technique for Prevent Black Hole Attacks in MANET
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    Chapter 13 ANFIS Based Model for Bispectral Index Prediction
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    Chapter 14 Classify a Protein Domain Using SVM Sigmoid Kernel
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    Chapter 15 Color Histogram and First Order Statistics for Content Based Image Retrieval
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    Chapter 16 Comparing Performances of Cuckoo Search Based Neural Networks
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    Chapter 17 CSLMEN: A New Cuckoo Search Levenberg Marquardt Elman Network for Data Classification
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    Chapter 18 Enhanced MWO Training Algorithm to Improve Classification Accuracy of Artificial Neural Networks
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    Chapter 19 Fuzzy Modified Great Deluge Algorithm for Attribute Reduction
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    Chapter 20 Fuzzy Random Regression to Improve Coefficient Determination in Fuzzy Random Environment
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    Chapter 21 Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster
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    Chapter 22 Hybrid Radial Basis Function with Particle Swarm Optimisation Algorithm for Time Series Prediction Problems
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    Chapter 23 Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Climate Change Prediction via Temperature and Ozone Data
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    Chapter 24 Improving Weighted Fuzzy Decision Tree for Uncertain Data Classification
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    Chapter 25 Investigating Rendering Speed and Download Rate of Three-Dimension (3D) Mobile Map Intended for Navigation Aid Using Genetic Algorithm
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    Chapter 26 Kernel Functions for the Support Vector Machine: Comparing Performances on Crude Oil Price Data
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    Chapter 27 Modified Tournament Harmony Search for Unconstrained Optimisation Problems
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    Chapter 28 Multi-Objective Particle Swarm Optimization for Optimal Planning of Biodiesel Supply Chain in Malaysia
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    Chapter 29 Nonlinear Dynamics as a Part of Soft Computing Systems: Novel Approach to Design of Data Mining Systems
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    Chapter 30 Soft Solution of Soft Set Theory for Recommendation in Decision Making
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    Chapter 31 Two-Echelon Logistic Model Based on Game Theory with Fuzzy Variable
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    Chapter 32 A Hybrid Approach to Modelling the Climate Change Effects on Malaysia’s Oil Palm Yield at the Regional Scale
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    Chapter 33 A New Algorithm for Incremental Web Page Clustering Based on k-Means and Ant Colony Optimization
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    Chapter 34 A Qualitative Evaluation of Random Forest Feature Learning
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    Chapter 35 A Semantic Content-Based Forum Recommender System Architecture Based on Content-Based Filtering and Latent Semantic Analysis
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    Chapter 36 A Simplified Malaysian Vehicle Plate Number Recognition
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    Chapter 37 Agglomerative Hierarchical Co-clustering Based on Bregman Divergence
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    Chapter 38 Agreement between Crowdsourced Workers and Expert Assessors in Making Relevance Judgment for System Based IR Evaluation
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    Chapter 39 An Effective Location-Based Information Filtering System on Mobile Devices
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    Chapter 40 An Enhanced Parameter-Free Subsequence Time Series Clustering for High-Variability-Width Data
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    Chapter 41 An Optimized Classification Approach Based on Genetic Algorithms Principle
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    Chapter 42 Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms
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    Chapter 43 Content Based Image Retrieval Using MPEG-7 and Histogram
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    Chapter 44 Cost-Sensitive Bayesian Network Learning Using Sampling
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    Chapter 45 Data Treatment Effects on Classification Accuracies of Bipedal Running and Walking Motions
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    Chapter 46 Experimental Analysis of Firefly Algorithms for Divisive Clustering of Web Documents
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    Chapter 47 Extended Naïve Bayes for Group Based Classification
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    Chapter 48 Improvement of Audio Feature Extraction Techniques in Traditional Indian Musical Instrument
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    Chapter 49 Increasing Failure Recovery Probability of Tourism-Related Web Services
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    Chapter 50 Mining Critical Least Association Rule from Oral Cancer Dataset
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    Chapter 51 Music Emotion Classification (MEC): Exploiting Vocal and Instrumental Sound Features
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    Chapter 52 Resolving Uncertainty Information Using Case-Based Reasoning Approach in Weight-Loss Participatory Sensing Campaign
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    Chapter 53 Towards a Model-Based Framework for Integrating Usability Evaluation Techniques in Agile Software Model
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    Chapter 54 Emulating Pencil Sketches from 2D Images
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    Chapter 55 Router Redundancy with Enhanced VRRP for Intelligent Message Routing
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    Chapter 56 Selecting Most Suitable Members for Neural Network Ensemble Rainfall Forecasting Model
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    Chapter 57 Simulating Basic Cell Processes with an Artificial Chemistry System
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    Chapter 58 The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set
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    Chapter 59 A Clustering Based Technique for Large Scale Prioritization during Requirements Elicitation
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    Chapter 60 A Comparative Evaluation of State-of-the-Art Cloud Migration Optimization Approaches
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    Chapter 61 A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment
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    Chapter 62 Enhanced Rules Application Order Approach to Stem Reduplication Words in Malay Texts
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    Chapter 63 Islamic Web Content Filtering and Categorization on Deviant Teaching
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    Chapter 64 Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification
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    Chapter 65 Ontology Development to Handle Semantic Relationship between Moodle E-learning and Question Bank System
Overall attention for this book and its chapters
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2 Wikipedia pages

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Title
Recent Advances on Soft Computing and Data Mining
Published by
Springer, May 2014
DOI 10.1007/978-3-319-07692-8
ISBNs
978-3-31-907692-8, 978-3-31-907691-1
Editors

Herawan, Tutut, Ghazali, Rozaida, Deris, Mustafa Mat

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 102 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 102 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 25 25%
Student > Ph. D. Student 20 20%
Student > Bachelor 10 10%
Student > Doctoral Student 5 5%
Researcher 4 4%
Other 8 8%
Unknown 30 29%
Readers by discipline Count As %
Computer Science 39 38%
Engineering 14 14%
Mathematics 3 3%
Social Sciences 2 2%
Agricultural and Biological Sciences 2 2%
Other 6 6%
Unknown 36 35%