International MultiConference of

Engineers and Computer Scientists

IMECS 2016

16-18 March, 2016

The Royal Garden Hotel, Kowloon, Hong Kong

Organizing Association:

IAENG

International Association of Engineers

IQENGInternational Association of EngineersISBN: 978-988-19253-8-1

ISSN: 2078-0958

Table of Contents

International MultiConference of Engineers and

Computer Scientists

IMECS 2016

Preface xxv

Committees xxvi

Abstracts of Invited Lectures xlvii

VOLUME I

The 2016 IAENG International Conference on

Artificial Intelligence and Applications

Fast Learning Algorithm for Fuzzy Inference Systems using Vector

Quantization

Hirofumi Miyajima, Nori taka Shigei, and Hiromi Miyajima 1

A Discrete Robust Adaptive Iterative Learning Control for a Class of

Nonlinear Systems with Unknown Control Direction

Ying-Chung Wang, Chiang-Ju Chien, and Chun-Hung Wang 7

Swarm Computational Intelligence Design for a High IntegrityProtection System

Kayode Owa, Lisa Jackson, and Tom Jackson 13

A Reinforcement Learning for Marshaling of Freight Train ConsideringCollective Motions

Yoichi Hirashima 19

An Application of Partitive Clustering Algorithm for Landslide Hazard

iii

Zonation

Monalee A. dela Cerna, and Elmer A. Maravillas 25

The Hybrid Approach for Forecasting Stock Prices Based on Support

Vector Regression and Genetic Algorithms

Chih-Ming Hsu 31

Simultaneous Selection Method of Query Items and Neighbors in a

Recommender System

Koki Miura, Mitsuru Takeuchi, and Yoshifumi Okada 36

Neural Network-Based Analysis of Precipitation and Remotely Sensed

Data

Supaporn Bunrit, Ratiporn Chanklan, Supajittree Boonamnuay, Nittaya^

Kerdprasop, and Kittisak Kerdprasop

A Collaborative Group Developing Method of Open Source Software by

Mimicking Altruism Behavior of Army Ant

Takumi Ichimura, Takuya Uemoto, and Shin Kamada 46

Comparative Study on Prediction of Fuel Cell Performance using

Machine Learning Approaches

Lei Mao, and Lisa Jackson 52

The Survey Paper : Formation Control For Swarm Robots

Ade Silvia, Nyayu Latifah Husni, Siti Nurmaini, and Trsyadi^

Yani

Experiments of NDT-Based Localization for a Mobile Robot Moving Near

Buildings

Shohei Kita, Jae Noon Lee, and Shingo Okamoto 63

Linkage Pattern Mining based on Causal Relationship

Yusuke Okubo, Saerom Lee, and Yoshifumi Okada 69

The 2016 IAENG International Conference on

Bioinformatics

MethmiRbase: a Database of DNA Methylation and miRNA Expression in

iv

Human Cancer

David Agustriawan, Ezra B. Wijaya, Chien-Hung Huang, Erwandy Lim, I-

Chin Hsueh, Nilubon Kurubanjerdjit, Ke-Rung Tzeng, and Ka-Lok 73

Ng

Outlier Identification using Nonmetric Multidimensional Scaling of

Yeast Cell Cycle Phase using Gene Expression Data

Julie Ann Salido 77

The 2016 IAENG International Conference on Computer

Science

Digitizing Buzzing Signals into A440 Piano Note Sequences and

Estimating Forager Traffic Levels from Images in Solar-Powered,

Electronic Beehive Monitoring

Vladimir A. Kulyukin, Myles Putnam, and Sal Kiran Reka 82

The Eigen-distribution for Multi-branching Trees

Weiguang Peng, Shohei Okisaka, WenJuan Li, and Kazuyuki88

Tanaka

Virtual Machine Performance Approaches in the Online Education System

Basheer Riskhan, and Raza Muhammad 94

Stability of a New Modified Iterative Algorithm

Ritu Sahni, and ManoJ Sahni 100

Explanation Based Why Question Answering System

Chaveevan Pechsiri 104

The Scoping Review of Integration of Heterogeneous Healthcare Systems

HIaudi Daniel Masethe, Aderemi Oluyinka Adewumi, and Mosima Anna

Mase the

The Hamiltonian Connectivity of Rectangular Supergrid Graphs

Ruo-Wei Hung, Chien-Hui Hou, Hao-Yu Chih, Xiaoguang Li, and Bing

Knowledge Management Systems for Information Technology Operations

v

Center

Yohannes Kurniawan, Johan, Erwin Halim, and Hendry Hartono. . .

122

Structural Aspects of Propositional SAT

Stefan Porschen 126

Non-Intrusive Load Monitoring and Analytics for Device Prediction

Kovvali Manasa Rao, Durga Ravichandran, and Kavi Mahesh 132

Security for Mobile Application and Its Data Outsourcing in the Cloud

Infrastructure

Buchanagandi Enock Nyamajeje, and Huiqun Yu 137

Regional Differences in Miyagi Prefecture Road Recovery Following the

2011 Tohoku Earthquake

Noriaki Endo 151

Data Warehouse use Geographic Information System for Ornamentals

Benjapuk Jongmuenwai, Parinya Chinjoho, and Sangpetch Prachai 157

Modeling Ontology Semantic Constraints in Relational Database

Management System

Aman Achpal, Vinayshekhar Bannihatti Kumar, and Kavi Mahesh..

163

Exploring User Behavioral Intention of the Tourist Guiding System by

Users' Perspective

Kuo Wei Su, Hsing Hui Tseng, Ai Ting Wu, and Chen Yu Lien....

169

Multiobjective GA for Real Time Task Scheduling

Myungryun Yoo, and Takanori Yokoyama 174

The 2016 IAENG International Conference on Control

and Automation

Global Localization of Mobile Robots Using Signal Strength Readings

from Floor-Installed RFID Transponders

Chris tof Rohrig, Daniel HeB, and Frank Kunemund 179

Swing-up of an Inverted Pendulum on a Cart Using a Modified Energy

vi

Based Approach

Ernese Kennedy, and Hien Tran 185

Realization of Gyrostat Program Motion with Cavity Filled with

Viscous Fluid

Sergey P. Bezglasnyi, and Viktor S. Krasnikov 191

Walking Experiment of Biped Robot with Antagonistic Actuation Using

Non-Linear Spring

Takashige Yano, Jae Noon Lee, and Shingo Okamoto 195

Astaticism in Tracking Control Systems

Maria A. Smirnova, Mikhail N. Smirnov, Tatyana E. Smirnova, and^qq

Nikolay V. Smirnov

Multi-Time Ignition Concept of Four Stoke Gasoline Engine

Paramin Timtarn, and Jirawath Parnklang 205

Gravitational Stabilization of a Satellite Using a Bounded Control of

a Movable Mass

Sergey P. Bezglasnyi 209

Fault Tolerance for Input Faults in a Class of Asynchronous

Sequential Machines

Jung-Min Yang, and Seong Woo Kwak 213

Control Systems of a Non-stationary Plant Based on MPC and PID Type

Fuzzy Logic Controller

Igor S. Nadezhdin, Aleksey G. Goryunov, Flavio Manenti, and Anton 0.

Ochoa Bike

Trajectory Optimization for Differential Flat Systems

Kahina Louadj, BenJamas Panomruttanarug, Alexandre Carlos Brandaoori_

225Ramos, and Felix Mora~Camino

Plant Identification in the Closed-loop Control System

Nikolay S. Krinitsyn, Anastasiya D. Uvarova, Valeriy F. Dyadik, and

Aleksey G. Goryunov

Adaptive Simulation Using Arena Software

Thembelani Sithebe 234

vii

Optimization of the Size of Minimal Invariant Ellipsoid with

Providing the Desired Modal Properties

Maria A. Smirnova, Mikhail N. Smirnov, Tatyana E Smirnova, and

Nikolay V. Smirnov238

A Fuzzy-Neural Adaptive Iterative Learning Control for Freeway

Traffic Flow Systems

Ying-Chung Wang, Chiang-Ju Chien, and Chun-Hung Wang 242

Motion Control of a Three Active Wheeled Mobile Robot and Collision-

Free Human Following Navigation in Outdoor Environment

Yousif E. Abdelgabar, Jae Noon Lee, and Shingo Oka/no to 248

Mathematical Modeling of EDM Method of Water Purification

Igor S. Nadezhdin, Aleksey G. Goryunov, Flavio Manenti, and Anton 0.

Ochoa Bique254

An Implementation on 3D Positioning Aquatic Robot

T. Ratanajaratrod, and P. Nilas 259

Gravitational Stabilization and Reorientation of a Dumbbell Shaped

Artificial Satellite on the Principle of Swing in a Circular Orbit

Sergey P. Bezglasnyi, and Alena A. Mukhametzyanova 265

The 2016 IAENG International Conference on Data

Mining and Applications

Extracting Relationship of Meeting Minutes Generated by Speech

Recognition System

Motoki Ito, and Seikoh Nishita 269

Artificial Neural Networks and Time Series Models for Electrical Load

Analysis

Ronnachai Chuentawat, Supaporn Bunrit, Chanintorn Ruangudomsakul,

Nittaya Kerdprasop, and Kittisak Kerdprasop

Temporal Recommender System in online Tourism Website

Qian-Ming Zhang, Xing Yu, and Jingqiu Wang 280

viii

Regression Tree Analysis of C02 Emissions and Environmental Factors

to the Survival Rate of Population in Thailand and China

Nittaya Kerdprasop, and Kittisak Kerdprasop 286

Evaluation of Causal Discovery Models in Bivariate Case Using Real

World Data

Jing Song, Satoshi Oyama, Haruhiko Sato, and Masahito

Kurihara

Rainfall Estimation Models Induced from Ground Station and Satellite

Data

Kittisak Kerdprasop, and Nittaya Kerdprasop 297

Automatic Classification and Tagging of Blog Articles with the Aim of

Supporting Caregivers of Depressed Family Members

Toshihide Saito, Eiji Aramaki, Mai Miyabe, and Keiji Hirata..

303

Data-Driven Approach of Fault Detection for Customized Manufacturing

Mien Chang, and Yaw-Jen Chang 307

Reviewing Privacy-Enhanced Social Survey System that Employs

Combinatorial Anonymity Measure

A. IWAI 311

Stock Selection and Trading Based on Cluster Analysis of Trend and

Momentum Indicators

Ratchata Peachavanish 317

EblDAM: Efficient Data Mining Java Library

George Gatuha, and Tao JIANG 322

The 2016 IAENG International Conference on Imaging

Engineering

Feature Selection Techniques for Breast Cancer Image Classification

with Support Vector Machine

Kedkarn Chaiyakhan, Nittaya Kerdprasop, and Kittisak

Kerdprasop

ix

Human Tracking by a Multi-rotor Drone Using HOG Features and Linear

SVM on Images Captured by a Monocular Camera

Yusuke Imamura, Shingo Okamoto, and Jae Noon Lee 333

Improved Methods on PCA Based Human Face Recognition for Distorted

Images

Bruce Poon, M. Ashraful Amin, and Hong Yan 339

Appropriate Variance Mean for Sorting Based on a Reversible

Watermarking Algorithm

Chaiyaporn Panyindee 345

Method for Extraction of Chord Progressions from Pictures by 2D FFT

Hidefumi Kawakatsu 349

Real-time Surface Acquisition of Tire Sidewall for Reading Embossed

Information

S. Sukprasertchai, and T. Suesut 353

Application of CIELuv Color model for Color Pattern Recognition by

Simulated Annealing

Yiting Tsai, Chulung Chen, Wanyi Chen, Chonyu Wang, and Chunyi

Adaptive Search Range Determination for H. 264 based Disparity and

Motion Estimation of MVC

Narasak Boon thep 361

Table-Top Projector-Camera System with Transparent Water Detection

for Interactive Art

Takanori Koga, and Takahiro Matsuo 365

Processing Medical Images by New Several Mathematics Shearlet

Transform

Luis Cadena, Nikoiai Espinosa, Franklin Cadena, Svetlana Kirillova,3o9

Daria Barkova, and Alexander Zotin

Emissivity Measurements of Reflective Materials using Infrared

Thermography

K. Rakrueangdet, N. Nunak, T. Suesut, and E. Sritham 372

x

Static Hand Gesture Recognition Using Combinational Features and

Compressive Sensing

Huiwei Zhuang, Mingqiang Yang, Zhenxing Cui, and Feng Wang .. .

376

The 2016 IAENG International Conference on Internet

Computing and Web Services

A Proposal of Back Propagation Learning for Secure Multi-Party

Computation Methods

Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Yohtaro^

Miyanishi, Shinji Ki tagami, and Norio Shira tori

Linguistic Predictors of Rumor Veracity on the Internet

Alton Y. K. Chua, and Snehasish Banerjee 387

Explaining Item Ratings in Cosmetic Product Reviews

Yuuki Ma tsunami, Mayumi Ueda, Shinsuke Nakajima, Takeru Hashikami,

Sunao Iwasaki, John 0'Donovan, and Byungkyu Rang

Formal Verification of Web Service Orchestration Using Colored Petri

Net

C. Dechsupa, W. Vatanawood, and A. Thongtak 398

Routing Issues in Internet of Things: A Survey

Amol Dhumane, Rajesh Prasad, and Jayashree Prasad 404

Automatic Recipe Metadata Generating Method by Considering Users'

Various Moods

Na tsuhiko Taka ta, Mayumi Ueda, Yuki toshi Morishi ta, and Shinsuke

at j• •

413Nakajima

A Cartography and Information System of Hydrochemical Data

Rristina 0. Beym, Vladislav S. Sherstnev, and Dina F. Mymrina 419

Secure Electronic Medical Records Exchange System implementation

based on Secure MIME and RESTful Service

Chien Hua Wu, and Ruey Rei Chiu 425

xi

Geo-Log Mobile: Development of Mobile GIS Application Based on New

Geological Database Framework for Eruptive History and Informatics

Shinya Takahashi, Masaru Okumura, Naoyuki Tsuruta, Masayuki Torii,

Hirohito Inakura, Marekazu Ohno, and Mitsuru Okuno

The 2016 IAENG International Conference on Software

Engineering

Improve Accuracy of Defect Severity Categorization Using Semi-

Supervised Approach on Imbalanced Data Sets

Teerawit Choeikiwong, and Peerapon Vateekul 434

Towards Rigorous Transformation Rules for Converting UML Operation

Signatures to Z Schema

Emanuel S. Grant, and Tamaike Brown 439

Constrained Pairwise Test Case Generation Approach based on

Statistical User Profile

Sompong Nakornburi, and Taratip Suwannasart 445

Impact Analysis to Database Schema and Test Cases from Inputs of

Functional Requirements Changes

Apirak Kampeera, and Taratip Suwannasart 449

Extensible Real Time Software Design Inconsistency Checker: A Model

Driven Approach

G. Ramesh, T. V. Rajini Kan th, and A. Ananda Rao 454

A Tool for Generating Test Case from BPMN Diagram with a BPEL Diagram

Chaithep Nonchot, and Taratip Suwannasart 461

Applying Information Retrieval Technique for Security Requirements

Verification based on Security Patterns

Chatchapong Changadwech, and Nakornthip Prompoon 467

Industry Based Regression Testing Using IIGRTCP Algorithm and RFT

Tool

K HemaShankari, R. ThirumalaiSelvi, and N. V. Balasubramanian 473

xii

Test Cases Generation Tool for JavaScript Based on Statement Coverage

Criteria

Witthaya Luanghirun, and Taratip Suwannasart 479

A Tool for Test Case Impact Analysis From User Interface Changes in

Android Mobile Application

Chatchawan Prongsang, and Taratip Suwannasart 483