Soft Computing in Data Science

Chapter 1 Shallow Network Performance in an Increasing Image Dimension

Chapter 2 Applied Neural Network Model to Search for Target Credit Card Customers

Chapter 3 Selection Probe of EEG Using Dynamic Graph of Autocatalytic Set (ACS)

Chapter 4 A Comparison of BPNN, RBF, and ENN in Number Plate Recognition

Chapter 5 Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks

Chapter 6 Comparative Feature Selection of Crime Data in Thailand

Chapter 7 The Impact of Data Normalization on Stock Market Prediction: Using SVM and Technical Indicators

Chapter 8 Interactive Big Data Visualization Model Based on Hot Issues (Online News Articles)

Chapter 9 Metabolites Selection and Classification of Metabolomics Data on Alzheimer’s Disease Using Random Forest

Chapter 10 A Multi-objectives Genetic Algorithm Clustering Ensembles Based Approach to Summarize Relational Data

Chapter 11 Automated Generating Thai Stupa Image Descriptions with Grid Pattern and Decision Tree

Chapter 12 Imbalance Effects on Classification Using Binary Logistic Regression

Chapter 13 Weak Classifiers Performance Measure in Handling Noisy Clinical Trial Data

Chapter 14 A Review of Feature Extraction Optimization in SMS Spam Messages Classification

Chapter 15 Assigning Different Weights to Feature Values in Naive Bayes

Chapter 16 An Automatic Construction of Malay Stop Words Based on Aggregation Method

Chapter 17 Modeling and Forecasting Mudharabah Investment with Risk by Using Geometric Brownian Motion

Chapter 18 Multi-script Text Detection and Classification from Natural Scenes

Chapter 19 Algebraic and Graphical Interpretation of Complex Fuzzy Annulus (an Extension of Complex Fuzzy Sets)

Chapter 20 A Hierarchical Fuzzy Logic Control System for Malaysian Motor Tariff with Risk Factors

Chapter 21 Modeling Steam Generator System of Pressurized Water Reactor Using Fuzzy Arithmetic

Chapter 22 Edge Detection of Flat Electroencephalography Image via Classical and Fuzzy Approach

Chapter 23 Feel-Phy: An Intelligent Web-Based Physics QA System

Chapter 24 Usability Evaluation of Secondary School Websites in Malaysia: Case of Federal Territories of Kuala Lumpur, Putrajaya and Labuan

Chapter 25 Judgment of Slang Based on Character Feature and Feature Expression Based on Slang’s Context Feature

Chapter 26 Factors Affecting Sentiment Prediction of Malay News Headlines Using Machine Learning Approaches

Chapter 27 Assessing Factors that Influence the Performances of Automated Topic Selection for Malay Articles