Soft Computing in Data Science: First International Conference, SCDS 2015, Putrajaya, Malaysia, September 2-3, 2015, Proceedings

Front Matter....Pages I-XV
Front Matter....Pages 1-1
An Improved Particle Swarm Optimization via Velocity-Based Reinitialization for Feature Selection....Pages 3-12
Classifying Forum Questions Using PCA and Machine Learning for Improving Online CQA....Pages 13-22
Data Projection Effects in Frequent Itemsets Mining....Pages 23-32
Data Quality Issues in Data Migration....Pages 33-42
Reviewing Classification Approaches in Sentiment Analysis....Pages 43-53
Comparisons of ADABOOST, KNN, SVM and Logistic Regression in Classification of Imbalanced Dataset....Pages 54-64
Finding Significant Factors on World Ranking of e-Governments by Feature Selection Methods over KPIs....Pages 65-73
Front Matter....Pages 75-75
Possibility Vague Soft Expert Set Theory and Its Application in Decision Making....Pages 77-87
An Iterative Method for Solving Fuzzy Fractional Differential Equations....Pages 88-96
Contrast Comparison of Flat Electroencephalography Image: Classical, Fuzzy, and Intuitionistic Fuzzy Set....Pages 97-105
An Autocatalytic Model of a Pressurized Water Reactor in a Nuclear Power Generation....Pages 106-115
Front Matter....Pages 117-117
Selfish Gene Image Segmentation Algorithm....Pages 119-128
Detecting IMSI-Catcher Using Soft Computing....Pages 129-140
Solving Curriculum Based Course Timetabling by Hybridizing Local Search Based Method within Harmony Search Algorithm....Pages 141-153
A Parallel Latent Semantic Indexing (LSI) Algorithm for Malay Hadith Translated Document Retrieval....Pages 154-163
Short Term Traffic Forecasting Based on Hybrid of Firefly Algorithm and Least Squares Support Vector Machine....Pages 164-173
Implementation of Dynamic Traffic Routing for Traffic Congestion: A Review....Pages 174-186
Front Matter....Pages 187-187
A Comparative Study of Video Coding Standard Performance via Local Area Network....Pages 189-197
Partial Differential Equation (PDE) Based Image Smoothing System for Digital Radiographic Image....Pages 198-207
Main Structure of Handwritten Jawi Sub-word Representation Using Numeric Code....Pages 208-217
Front Matter....Pages 219-219
Evaluating the Usability of Homestay Websites in Malaysia Using Automated Tools....Pages 221-230
Humanoid-Robot Intervention for Children with Autism: A Conceptual Model on FBM....Pages 231-241
Cross-cultural Kansei Measurement....Pages 242-251
Front Matter....Pages 253-253
Accuracy Assessment of Urban Growth Pattern Classification Methods Using Confusion Matrix and ROC Analysis....Pages 255-264
Intrusion Detection System Based on Modified K-means and Multi-level Support Vector Machines....Pages 265-274
Back Matter....Pages 275-276