ACCEPTED AND REGISTERED PAPERS

65 papers accepted from 145 submission (AR 45%)

 

Soft Computing Track

 

ID

Title

16

A Fuzzy Time Series Model in Road Accidents Forecast

18

ANFIS based Model for Bispectral Index Prediction

20

Multi-objective Particle Swarm Optimization for Optimal Planning of Biodiesel Supply Chain in Malaysia

24

Kernel Functions for the Support Vector Machine: Comparing Performances on crude oil price data

25

Two-Echelon Logistic Model Based on Game Theory with Fuzzy Variable

26

Hybrid Radial Basis Function with Particle Swarm Optimisation Algorithm for Time Series Prediction Problems

28

Improving Weighted Fuzzy Decision Tree for Uncertain Data Classification

29

A New Qualitative Evaluation for an Integrated Interval Type-2 Fuzzy TOPSIS and MCGP

34

Fuzzy Modified Great Deluge Algorithm for Attribute Reduction

41

A new hybrid algorithm for document clustering based on Cuckoo Search and K-means

43

A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region

45

CSLMEN: A New Cuckoo Search Levenberg Marquardt Elman Network for Data Classification

46

Comparing Performances of the New Cuckoo Search Based Neural Networks

50

A New Positive and Negative Linguistic Variable of Interval Triangular Type-2 Fuzzy Sets for MCDM

51

A Performance Comparison of Genetic Algorithm’s Mutation Operators in n-Cities Open Loop Travelling Salesman Problem

52

A Legendre Approximation for Solving a Fuzzy Fractional Drug Transduction Model into the bloodstream

57

Enhanced MWO Training Algorithm to Improve Classification Accuracy of Artificial Neural Networks

58

A Multi Reference Ontology for Profiling Scholars’ Background Knowledge

64

Investigating Rendering Speed and Download Rate of three-dimension (3D) Mobile Map intended for Navigation aid Using Genetic Algorithm (GA)

67

Modified Tournament Harmony Search for Unconstrained Optimisation Problems

73

Nonlinear Dynamics as a Part of Soft Computing Systems: Novel Approach to Design of Data Mining Systems

78

Soft Solution of Soft Set Theory for Recommendation in Decision Making

81

A New Binary Particle Swarm Optimization for Feature Subset Selection with Support Vector Machine

89

An Artificial Intelligence Technique for Prevent Black Hole Attacks in MANET

91

Fuzzy Random Regression to Improve Coefficient Determination in Fuzzy Random Environment

108

Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster

112

Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Climate Change Prediction via Temperature and Ozone data.

114

Color Histogram and First Order Statistics for Content Based Image Retrieval

117

Adapted Bio-inspired Artifcial Bee Colony and Differential Evolution as Feature Selection in Biomarker Discovery Analysis

120

A Practical Weather Forecasting for Air Traffic Control System using Fuzzy Hierarchical Technique

121

Classify a protein domain using SVM sigmoid kernel

 

  

Data Mining Track

 

ID

Title

6

An optimized Classification approach based on genetic algorithms principle

8

Hybrid of Usability Evaluation Techniques in Agile Process Model

19

Improvement of Audio Feature Extraction Techniques in Traditional Indian Musical Instrument

21

An Enhanced Parameter-Free Subsequence Time Series Clustering for High-Variability Width Data

30

A Semantic Content-based Forum Recommender System Architecture Based on Content-based Filtering and Latent Semantic Analysis

31

Agglomerative Hierarchical Co-clustering based on Bregman Divergence

42

A new algorithm for Incremental Web page Clustering based on k-means and Ant Colony Optimization

47

Music Emotion Classification (MEC): Exploiting Vocal and Instrumental Sound Features

55

Data Treatment Effects on Classification Accuracies of Bipedal Running and Walking Motions

61

Agreement between crowdsource workers and expert assessors in making relevance judgment for system based IR evaluation

70

An effective location-based information filtering system on mobile devices

75

Content Based Image Retrieval Using MPEG-7 and Histogram

79

A Hybrid Approach to Modelling the Climate Change Effects on Malaysia’s Oil Palm Yield at the Regional Scale

88

Increasing Failure Recovery Probability of Tourism-related Web Services

94

Experimental Analysis of Firefly Algorithms for Divisive Clustering of Web Documents

95

A Qualitative Evaluation of Random Forest Feature Learning

96

Extended Naïve Bayes for Group Based Classification

97

Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms

101

Resolving Uncertainty Information Using Case-Based Reasoning Approach in Weight-loss Participatory Sensing Campaign

105

A Simplified Malaysia Vehicle Plate Number Recognition

116

Cost-Sensitive Bayesian Network Learning using Sampling

118

Mining Critical Least Association Rule from Oral Cancer Dataset

 

 

MLBDC Session

 

ID

Title

MLBDC-01

A clustering based technique for large scale prioritization during requirements elicitation

MLBDC-02

Ontology Development to Handle Semantic Relationship between Moodle E-Learning and Question Bank System

MLBDC-03

Enhanced Rules Application Order Approach to Stem Reduplication Words in Malay Texts

MLBDC-04

A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment

MLBDC-05

Islamic Web Content Filtering and Categorization on Deviant Teaching

MLBDC-06

Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification

MLBDC-08

A Comparative Evaluation of State-of-the-art Cloud Migration Optimization Approaches

 

 

NICA Session

 

ID

Tittle

NICA-05

The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set

NICA-07

Selecting Most Suitable Members for Neural Network Ensemble Rainfall Forecasting Model

NICA-09

Router Redundancy with Enhanced VRRP for Intelligent Message Routing

NICA-10

Simulating Basic Cell Processes with an Artificial Chemistry System

 NICA-11

 Emulating Pencil Sketches from 2D Images