Recent Advances on Soft Computing and Data Mining: Proceedings of The First International Conference on Soft Computing and Data Mining (SCDM-2014) Universiti Tun Hussein Onn Malaysia, Johor, MalaysiaJune 16th-18th, 2014

Front Matter....Pages 1-17
A Fuzzy Time Series Model in Road Accidents Forecast....Pages 1-10
A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region....Pages 11-24
A Legendre Approximation for Solving a Fuzzy Fractional Drug Transduction Model into the Bloodstream....Pages 25-34
A Multi-reference Ontology for Profiling Scholars’ Background Knowledge....Pages 35-46
A New Binary Particle Swarm Optimization for Feature Subset Selection with Support Vector Machine....Pages 47-57
A New Hybrid Algorithm for Document Clustering Based on Cuckoo Search and K-means....Pages 59-68
A New Positive and Negative Linguistic Variable of Interval Triangular Type-2 Fuzzy Sets for MCDM....Pages 69-78
A New Qualitative Evaluation for an Integrated Interval Type-2 Fuzzy TOPSIS and MCGP....Pages 79-88
A Performance Comparison of Genetic Algorithm’s Mutation Operators in n -Cities Open Loop Travelling Salesman Problem....Pages 89-97
A Practical Weather Forecasting for Air Traffic Control System Using Fuzzy Hierarchical Technique....Pages 99-109
Adapted Bio-inspired Artificial Bee Colony and Differential Evolution for Feature Selection in Biomarker Discovery Analysis....Pages 111-120
An Artificial Intelligence Technique for Prevent Black Hole Attacks in MANET....Pages 121-131
ANFIS Based Model for Bispectral Index Prediction....Pages 133-142
Classify a Protein Domain Using SVM Sigmoid Kernel....Pages 143-151
Color Histogram and First Order Statistics for Content Based Image Retrieval....Pages 153-162
Comparing Performances of Cuckoo Search Based Neural Networks....Pages 163-172
CSLMEN: A New Cuckoo Search Levenberg Marquardt Elman Network for Data Classification....Pages 173-182
Enhanced MWO Training Algorithm to Improve Classification Accuracy of Artificial Neural Networks....Pages 183-194
Fuzzy Modified Great Deluge Algorithm for Attribute Reduction....Pages 195-203
Fuzzy Random Regression to Improve Coefficient Determination in Fuzzy Random Environment....Pages 205-214
Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster....Pages 215-225
Hybrid Radial Basis Function with Particle Swarm Optimisation Algorithm for Time Series Prediction Problems....Pages 227-238
Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Climate Change Prediction via Temperature and Ozone Data....Pages 239-247
Improving Weighted Fuzzy Decision Tree for Uncertain Data Classification....Pages 249-259
Investigating Rendering Speed and Download Rate of Three-Dimension (3D) Mobile Map Intended for Navigation Aid Using Genetic Algorithm....Pages 261-271
Kernel Functions for the Support Vector Machine: Comparing Performances on Crude Oil Price Data....Pages 273-281
Modified Tournament Harmony Search for Unconstrained Optimisation Problems....Pages 283-292
Multi-Objective Particle Swarm Optimization for Optimal Planning of Biodiesel Supply Chain in Malaysia....Pages 293-302
Nonlinear Dynamics as a Part of Soft Computing Systems: Novel Approach to Design of Data Mining Systems....Pages 303-312
Soft Solution of Soft Set Theory for Recommendation in Decision Making....Pages 313-324
Two-Echelon Logistic Model Based on Game Theory with Fuzzy Variable....Pages 325-334
A Hybrid Approach to Modelling the Climate Change Effects on Malaysia’s Oil Palm Yield at the Regional Scale....Pages 335-345
A New Algorithm for Incremental Web Page Clustering Based on k-Means and Ant Colony Optimization....Pages 347-357
A Qualitative Evaluation of Random Forest Feature Learning....Pages 359-368
A Semantic Content-Based Forum Recommender System Architecture Based on Content-Based Filtering and Latent Semantic Analysis....Pages 369-378
A Simplified Malaysian Vehicle Plate Number Recognition....Pages 379-388
Agglomerative Hierarchical Co-clustering Based on Bregman Divergence....Pages 389-398
Agreement between Crowdsourced Workers and Expert Assessors in Making Relevance Judgment for System Based IR Evaluation....Pages 399-407
An Effective Location-Based Information Filtering System on Mobile Devices....Pages 409-418
An Enhanced Parameter-Free Subsequence Time Series Clustering for High-Variability-Width Data....Pages 419-429
An Optimized Classification Approach Based on Genetic Algorithms Principle....Pages 431-439
Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms....Pages 441-452
Content Based Image Retrieval Using MPEG-7 and Histogram....Pages 453-465
Cost-Sensitive Bayesian Network Learning Using Sampling....Pages 467-476
Data Treatment Effects on Classification Accuracies of Bipedal Running and Walking Motions....Pages 477-485
Experimental Analysis of Firefly Algorithms for Divisive Clustering of Web Documents....Pages 487-496
Extended Naïve Bayes for Group Based Classification....Pages 497-505
Improvement of Audio Feature Extraction Techniques in Traditional Indian Musical Instrument....Pages 507-516
Increasing Failure Recovery Probability of Tourism-Related Web Services....Pages 517-527
Mining Critical Least Association Rule from Oral Cancer Dataset....Pages 529-538
Music Emotion Classification (MEC): Exploiting Vocal and Instrumental Sound Features....Pages 539-549
Resolving Uncertainty Information Using Case-Based Reasoning Approach in Weight-Loss Participatory Sensing Campaign....Pages 551-560
Towards a Model-Based Framework for Integrating Usability Evaluation Techniques in Agile Software Model....Pages 561-570
Emulating Pencil Sketches from 2D Images....Pages 571-580
Router Redundancy with Enhanced VRRP for Intelligent Message Routing....Pages 581-590
Selecting Most Suitable Members for Neural Network Ensemble Rainfall Forecasting Model....Pages 591-601
Simulating Basic Cell Processes with an Artificial Chemistry System....Pages 603-612
The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set....Pages 613-622
A Clustering Based Technique for Large Scale Prioritization during Requirements Elicitation....Pages 623-632
A Comparative Evaluation of State-of-the-Art Cloud Migration Optimization Approaches....Pages 633-645
A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment....Pages 647-656
Enhanced Rules Application Order Approach to Stem Reduplication Words in Malay Texts....Pages 657-665
Islamic Web Content Filtering and Categorization on Deviant Teaching....Pages 667-678
Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification....Pages 679-689
Ontology Development to Handle Semantic Relationship between Moodle E-learning and Question Bank System....Pages 691-701
Back Matter....Pages 703-705