IJACSA Vol. 6 Issue 6 (2015)

1

Intrusion Detection and Countermeasure of Virtual Cloud Systems - State of the Art and Current Challenges

Author 1: Andrew Carlin Author 2: Mohammad Hammoudeh Author 3: Omar Aldabbas

Clouds are distributed Internet-based platforms that provide highly resilient and scalable environments to be used by enterprises in a multitude of ways. Cloud computing offers enterprises technology innovation that business leaders and IT infrastructure managers can choose to apply based on how and to what extent it helps them fulfil… Read full abstract & cite →

Cloud Computing Security Distributed Denial of Service Intrusion Detection Intrusion Prevention Virtualisation

Abstract doi.org/10.14569/IJACSA.2015.060601 PDF

2

Optimal Design of PMSA for SBW Application

Author 1: Rached BEN MEHREZ Author 2: Lilia EL AMRAOUI

In this paper a new topology of Permanent Magnet Synchronous Actuator (PMSA) is used for steer-by-wire application. The magnetic field patterns are determined from finite element modeling, for different rotor positions and supply currents, using FEMM software. The designed actuator geometric is, then, optimized using Genetic Algorithm in order to… Read full abstract & cite →

Genetic Algorithms (GA) Permanent Magnet Synchronous Actuator (PMSA) finite elements analysis Steer-By-Wire application (SBW) Thermal study Optimization

Abstract doi.org/10.14569/IJACSA.2015.060602 PDF

3

Experimental Study of the Cloud Architecture Selection for Effective Big Data Processing

Author 1: Evgeny Nikulchev Author 2: Evgeniy Pluzhnik Author 3: Dmitry Biryukov Author 4: Oleg Lukyanchikov Author 5: Simon Payain

Big data dictate their requirements to the hardware and software. Simple migration to the cloud data processing, while solving the problem of increasing computational capabilities, however creates some issues: the need to ensure the safety, the need to control the quality during data transmission, the need to optimize requests. Computational… Read full abstract & cite →

Cloud Infrastructure Big Data Distributed Databases Hybrid Clouds

Abstract doi.org/10.14569/IJACSA.2015.060603 PDF

4

Intelligent Wireless Indoor Monitoring System based on ARM

Author 1: Jia Chunying Author 2: Zhang Liping Author 3: Chen Yuchen

This paper proposed an intelligent wireless indoor monitoring system based on STM32F103. The system compromises a master and terminals, which communicates through a CC1101 433M wireless unit. Using ENC28J60 and SIM900A to access Ethernet, the system can intelligent push information to cloud server, therefore we can observe and control terminals… Read full abstract & cite →

STM32 CC1101 Intelligent Monitoring ID Corresponding Code Discrimination

Abstract doi.org/10.14569/IJACSA.2015.060604 PDF

5

Markovian Process and Novel Secure Algorithm for Big Data in Two-Hop Wireless Networks

Author 1: K. Thiagarajan Author 2: K. Saranya Author 3: A. Veeraiah Author 4: B. Sudha

This paper checks the correctness of our novel algorithm for secure, reliable and flexible transmission of big data in two-hop wireless networks using cooperative jamming scheme of attacker location unknown through Markovian process. Big data has to transmit in two-hop from source-to-relay and relay-to-destination node by deploying security in physical… Read full abstract & cite →

big data two-hop transmission security in physical layer cooperative jamming energy balance Markov process

Abstract doi.org/10.14569/IJACSA.2015.060605 PDF

6

Towards GP Sentence Parsing of V+P+CP/NP Structure

Author 1: Du Jiali Author 2: Yu Pingfang

Computational linguistics can provide an effective perspective to explain the partial ambiguity during machine translation. The structure of V+Pron+CP/NP has the ambiguous potential to bring Garden Path effect. If Tell+Pron+NP structure has considerable higher observed frequencies than Tell+Pron+CP structure, the former is regarded as the preferred structure and has much… Read full abstract & cite →

artificial intelligence computational linguistics machine learning local ambiguity garden path sentences

Abstract doi.org/10.14569/IJACSA.2015.060606 PDF

7

Application of GLBP Algorithm in the Prediction of Building Energy Consumption

Author 1: Dinghao Lv Author 2: Bocheng Zhong Author 3: Jing Luo

Using BP neural network in past to predict the energy consumption of the building resulted in some shortcomings. Aiming at these shortages, a new algorithm which combined genetic algorithm with Levenberg-Marquardt algorithm (LM algorithm) was proposed. The proposed algorithm was used to improve the neural network and predict the energy… Read full abstract & cite →

BP Neural network Building energy consumption Genetic algorithm Levenberg-Marquardt algorithm

Abstract doi.org/10.14569/IJACSA.2015.060607 PDF

8

Smart Transportation Application using Global Positioning System

Author 1: Nouf Mohammad Al Shammary Author 2: Abdul Khader Jilani Saudagar

Significant increase is noticed in the utilization of mobile applications for different purposes in the past decade. These applications can improve any individual’s way of life in many aspects such as communication, collaborative work, learning, location services, data collection, exploring, testing and analysis. One of the most interesting mobile applications… Read full abstract & cite →

communication global positioning system smart application tracking transportation

Abstract doi.org/10.14569/IJACSA.2015.060608 PDF

9

Adoption of e-Government in Pakistan: Supply Perspective

Author 1: Zulfiqar Haider Author 2: Chen Shuwen Author 3: Dr. Farah Lalani Author 4: Dr. Aftab Ahmed Mangi

Electronic Government, also known as e-Government, is a convenient way for citizens to access e- services and to conduct business with the government using the Internet. It saves citizens and the government both time and money. This study examined adoption of e-Government supply side by looking at the UTAUT as… Read full abstract & cite →

e-Government adoption Supply UTAUT model Pakistan

Abstract doi.org/10.14569/IJACSA.2015.060609 PDF

10

Building a Robust Client-Side Protection Against Cross Site Request Forgery

Author 1: Abdalla AlAmeen

In recent years, the web has been an indispensable part of business all over the world and web browsers have become the backbones of today's systems and applications. Unfortunately, the number of web application attacks has increased a great deal, so the matter of concern is securing web applications. One… Read full abstract & cite →

Security Reflected CSRF client-side protection tab ID token

Abstract doi.org/10.14569/IJACSA.2015.060610 PDF

11

Content -based Image Retrieval for Image Indexing

Author 1: Md. Al-Amin Bhuiyan

Content-based image retrieval has attained a position of overwhelming dominance in computer vision with the advent of digital cameras and explosion of images in the Internet and Clouds. Finding the most relevant images in a short time is a challenging job with many big cloud sites competing in image search… Read full abstract & cite →

color indexing HSV color model color histogram Minkowski distance metric fuzzy clustering Color Quantization

Abstract doi.org/10.14569/IJACSA.2015.060611 PDF

12

Multiple-Published Tables Privacy-Preserving Data Mining: A Survey for Multiple-Published Tables Techniques

Author 1: Abou_el_ela Abdo Hussein Author 2: Nagy Ramadan Darwish Author 3: Hesham A. Hefny

With large growth in technology, reduced cost of storage media and networking enabled the organizations to collect very large volume of information from huge sources. Different data mining techniques are applied on such huge data to extract useful and relevant knowledge. The disclosure of sensitive data to unauthorized parties is… Read full abstract & cite →

Data mining privacy sensitive attribute quasi-identifier Anatomy

Abstract doi.org/10.14569/IJACSA.2015.060612 PDF

13

An Automated Graphical User Interface based System for the Extraction of Retinal Blood Vessels using Kirsch’s Template

Author 1: Joshita Majumdar Author 2: Souvik Tewary Author 3: Shreyosi Chakraborty Author 4: Debasish Kundu Author 5: Sudipta Ghosh Author 6: Sauvik Das Gupta

The assessment of Blood Vessel networks plays an important role in a variety of medical disorders. The diagnosis of Diabetic Retinopathy (DR) and its repercussions including micro aneurysms, haemorrhages, hard exudates and cotton wool spots is one such field. This study aims to develop an automated system for the extraction… Read full abstract & cite →

Blood Vessel Extraction Retinal Images Kirsch’s Templates Image Processing Graphical User Interface

Abstract doi.org/10.14569/IJACSA.2015.060613 PDF

14

An Artificial Neural Network Application for Estimation of Natural Frequencies of Beams

Author 1: Mehmet Avcar Author 2: Kemal Saplioglu

In this study, natural frequencies of the prismatical steel beams with various geometrical characteristics under the four different boundary conditions are determined using Artificial Neural Network (ANN) technique. In that way, an alternative efficient method is aimed to develop for the solution of the present problem, which provides avoiding loss… Read full abstract & cite →

natural frequency beam ANN multiple regression adjusted R-square

Abstract doi.org/10.14569/IJACSA.2015.060614 PDF

15

Fuzzy C-Means based Inference Mechanism for Association Rule Mining: A Clinical Data Mining Approach

Author 1: Kapil Chaturvedi Author 2: Dr. Ravindra Patel Author 3: Dr. D.K. Swami

Association rule mining has wide variety of research in the field of data mining, many of association rule mining approaches are well investigated in literature, but the major issue with ARM is, huge number of frequent patterns cannot produce direct knowledge or factual knowledge, hence to find factual knowledge and… Read full abstract & cite →

Association Rule Mining Fuzzy Inference System Clinical Data Mining Preprocessing Fuzzy clusters

Abstract doi.org/10.14569/IJACSA.2015.060615 PDF

16

Integration of Qos Aspects in the Cloud Service Research and Selection System

Author 1: Manar ABOUREZQ Author 2: Abdellah IDRISSI

Cloud Computing is a business model revolution more than a technological one. It capitalized on various technologies that have proved themselves and reshaped the use of computers by replacing their local use by a centralized one where shared resources are stored and managed by a third-party in a way transparent… Read full abstract & cite →

Cloud Computing Cloud Services Quality of Service Skyline Outranking methods Multi criteria decision ELECTRE methods Block-Nested Loops Algorithm

Abstract doi.org/10.14569/IJACSA.2015.060616 PDF

17

Cyberspace Forensics Readiness and Security Awareness Model

Author 1: Aadil Al-Mahrouqi Author 2: Sameh Abdalla Author 3: Tahar Kechadi

The goal of reaching a high level of security in wire- less and wired communication networks is continuously proving difficult to achieve. The speed at which both keepers and violators of secure networks are evolving is relatively close. Nowadays, network infrastructures contain a large number of event logs captured by… Read full abstract & cite →

Network Forensics Forensics Readiness Network Security Active Forensics Reactive Forensics Forensics Awareness and Network Security model

Abstract doi.org/10.14569/IJACSA.2015.060617 PDF

18

Multi-Biometric Systems: A State of the Art Survey and Research Directions

Author 1: Ramadan Gad Author 2: Nawal El-Fishawy Author 3: AYMAN EL-SAYED Author 4: M. Zorkany

Multi-biometrics is an exciting and interesting research topic. It is used to recognizing individuals for security purposes; to increase security levels. The recent research trends toward next biometrics generation in real-time applications. Also, integration of biometrics solves some of unimodal system limitations. However, design and evaluation of such systems raises… Read full abstract & cite →

Biometrics Multimodal biometric systems fusion levels recognition methods authentication

Abstract doi.org/10.14569/IJACSA.2015.060618 PDF

19

Application of Image Processing Techniques for TV Broadcasting of Sporting Events

Author 1: Cheikhrouhu E. Author 2: Jabri I. Author 3: Lakhoua M.N. Author 4: Mlouhi Y. Author 5: Battikh T. Author 6: Maalej L.

In this paper, we describe a system solution thanks to which virtual graphics, the projection of advertising images, logos, match scores and the distance measurements of players on the field may be overlaid on the plan of the different types of sports fields of real tested images. This solution relies… Read full abstract & cite →

Augmented Reality Filtering Sports field Homography Image Processing

Abstract doi.org/10.14569/IJACSA.2015.060619 PDF

20

A Conceptual Framework of Analytical CRM in Big Data Age

Author 1: Chien-hung Liu

Traditionally, analytical CRM (A-CRM) mainly relies on the use of structured data from a data warehouse where data are extracted, transformed, loaded from operation systems such as ERP, SCM or operational CRM. In recent years of rising big data trend, recognized shifts in E-commerce have taken place from internet-enable commerce… Read full abstract & cite →

CRM Analytical CRM Big Data CRM Framework

Abstract doi.org/10.14569/IJACSA.2015.060620 PDF

21

Design of High Precision Temperature Measurement System based on Labview

Author 1: Weimin Zhu Author 2: Jin Liu Author 3: Haima Yang Author 4: Chaochao Yan

Using the LabVIEW software platform, a high precision temperature measuring device is designed based on the principle of the thermocouple. The system uses the STM32 MCU as the main control chip, using AD7076 analog digital converter. The converter has 8 channel, synchronous sampling, and bipolar input. Improving the precision of… Read full abstract & cite →

LabVIEW AD7076 thermocouple cold end temperature compensation Temperature measurement

Abstract doi.org/10.14569/IJACSA.2015.060621 PDF

22

Reasoning Method on Knowledge about Functions and Operators

Author 1: Nhon V. Do Author 2: Hien D. Nguyen Author 3: Thanh T. Mai

In artificial intelligence, there are many methods for knowledge representation. One of the effective models is the Computational Object Knowledge Base model (COKB model), which can be used to represent the total knowledge and to design the knowledge base component of practical intelligent systems. Besides, reasoning methods also play an… Read full abstract & cite →

knowledge representation knowledge based system intelligent problem solver automated reasoning

Abstract doi.org/10.14569/IJACSA.2015.060622 PDF

23

An Efficient Algorithm to Automated Discovery of Interesting Positive and Negative Association Rules

Author 1: Ahmed Abdul-WahabAl-Opahi Author 2: Basheer Mohamad Al-Maqaleh

Association Rule mining is very efficient technique for finding strong relation between correlated data. The correlation of data gives meaning full extraction process. For the discovering frequent items and the mining of positive rules, a variety of algorithms are used such as Apriori algorithm and tree based algorithm. But these… Read full abstract & cite →

Association rule mining negative rule and positive rules frequent and infrequent pattern set apriori algorithm

Abstract doi.org/10.14569/IJACSA.2015.060623 PDF

24

Technical Issues and Challenges in Building Human Body Sensor Networks

Author 1: Meghna Garg Author 2: Manik Gupta

In this research work, an exploration is done for identification of critical technical issues, problems, challenges in area of wireless body network sensors, which are continuous emerging as integral part of health monitoring systems. All this is possible due to the concept of ‘Internet of Things’ [5], in which day… Read full abstract & cite →

Body Sensor Networks MAC Health Monitoring Systems Internet of Things Health Cloud wireless biomedical sensor wearable sensors Energy optimization motion-powered piezoelectric effect Power consumption time synchronization Bandwidth utilization memory distributed storage key management

Abstract doi.org/10.14569/IJACSA.2015.060624 PDF

25

Vague Set Theory for Profit Pattern and Decision Making in Uncertain Data

Author 1: Vivek Badhe Author 2: Dr. R.S Thakur Author 3: Dr. G.S Thakur

Problem of decision making, especially in financial issues is a crucial task in every business. Profit Pattern mining hit the target but this job is found very difficult when it is depends on the imprecise and vague environment, which is frequent in recent years. The concept of vague association rule… Read full abstract & cite →

Association Rule Mining Vague Association Rule Mining Profit Pattern Mining

Abstract doi.org/10.14569/IJACSA.2015.060625 PDF

26

Using Moore Dijkstra Algorithm with Multi-Agent System to Find Shortest Path over Network

Author 1: Basem Alrifai Author 2: Hind Mousa Al-Hamadeen

finding the shortest path over network is very difficult and it is the target for much research, after many researches get the result in many of algorithm and many a mount based on the performance for these algorithm .Shortest paths problems are familiar problems in computer science and mathematics. In… Read full abstract & cite →

multi-agent system shortest paths problems Dijkstra Algorithm Automata with multiplicities

Abstract doi.org/10.14569/IJACSA.2015.060626 PDF

27

Erp Systems Critical Success Factors

Author 1: Islam K. Sowan Author 2: Radwan Tahboub

The Enterprise Resources Planning (ERP) systems are one of the highly complex systems in the information systems field; the implementations of this type of systems need a long time, high cost, and a lot of resources. Many factors affect the successful implementation of ERP system. The critical success factors (CSFs)… Read full abstract & cite →

ERP Information and Communication Technology System Life Cycle Critical success factors Agile methodology

Abstract doi.org/10.14569/IJACSA.2015.060627 PDF

28

Boosted Decision Trees for Lithiasis Type Identification

Author 1: Boutalbi Rafika Author 2: Farah Nadir Author 3: Chitibi Kheir Eddine Author 4: Boutefnouchet Author 5: Tanougast Camel

Several urologic studies showed that it was important to determine the lithiasis types, in order to limit the recurrence residive risk and the renal function deterioration. The difficult problem posed by urologists for classifying urolithiasis is due to the large number of parameters (components, age, gender, background ...) taking part… Read full abstract & cite →

urinary lithiasis classification Boosting Decision Trees

Abstract doi.org/10.14569/IJACSA.2015.060628 PDF

29

Meteosat Images Encryption based on AES and RSA Algorithms

Author 1: Boukhatem Mohammed Belkaid Author 2: Lahdir Mourad Author 3: Cherifi Mehdi

Satellite image Security is playing a vital role in the field of communication system and Internet. This work is interested in securing transmission of Meteosat images on the Internet, in public or local networks. To enhance the security of Meteosat transmission in network communication, a hybrid encryption algorithm based on… Read full abstract & cite →

AES RSA MSG satellite encryption keys

Abstract doi.org/10.14569/IJACSA.2015.060629 PDF

30

On a Flow-Based Paradigm in Modeling and Programming

Author 1: Sabah Al-Fedaghi

In computer science, the concept of flow is reflected in many terms such as data flow, control flow, message flow, information flow, and so forth. Many fields of study utilize the notion, including programming, communication (e.g., Shannon-Weaver communication model), software modeling, artificial intelligence, and knowledge representation. This paper focuses on… Read full abstract & cite →

flow-based programming conceptual description data flow flowthing model

Abstract doi.org/10.14569/IJACSA.2015.060630 PDF

31

(AMDC) Algorithm for wireless sensor networks in the marine environment

Author 1: Rabab J. Mohsin Author 2: John Woods Author 3: Mohammed Q. Shawkat

Data compression is known today as one of the most important enabling technologies that form the foundation of the majority of data applications and networks as we know them, including wireless sensor networks and the popular world wide net (internet). Marine data networks are gaining increasing interest in the research… Read full abstract & cite →

Wireless sensor network Mobile Ad hoc Network Very High Frequency Sensor.

Abstract doi.org/10.14569/IJACSA.2015.060631 PDF

32

An Adaptive Learning Mechanism for Selection of Increasingly More Complex Systems

Author 1: Fouad Khan

Recently it has been demonstrated that causal entropic forces can lead to the emergence of complex phenomena associated with human cognitive niche such as tool use and social cooperation. Here I show that even more fundamental traits associated with human cognition such as ‘self-awareness’ can easily be demonstrated to be… Read full abstract & cite →

Adaptive Learning Complexity Self-awareness Good regulator theorem Adaptive Selection

Abstract doi.org/10.14569/IJACSA.2015.060632 PDF

33

Classification model of arousal and valence mental states by EEG signals analysis and Brodmann correlations

Author 1: Adrian Rodriguez Aguinaga Author 2: Miguel Angel Lopez Ramirez Author 3: Maria del Rosario Baltazar Flores

This paper proposes a methodology to perform emotional states classification by the analysis of EEG signals, wavelet decomposition and an electrode discrimination process, that associates electrodes of a 10/20 model to Brodmann regions and reduce computational burden. The classification process were performed by a Support Vector Machines Classification process, achieving… Read full abstract & cite →

Emotions Affective Computing EEG SVM Wavelets

Abstract doi.org/10.14569/IJACSA.2015.060633 PDF

34

Dynamic wireless charging of electric vehicles on the move with Mobile Energy Disseminators

Author 1: Leandros A. Maglaras Author 2: Jianmin Jiang Author 3: Athanasios Maglaras Author 4: Frangiskos V. Topalis Author 5: Sotiris Moschoyiannis

Dynamic wireless charging of electric vehicles (EVs) is becoming a preferred method since it enables power exchange between the vehicle and the grid while the vehicle is moving. In this article, we present mobile energy disseminators (MED), a new concept, that can facilitate EVs to extend their range in a… Read full abstract & cite →

Electric vehicle Dynamic Wireless Charging IVC Cooperative Mechanisms

Abstract doi.org/10.14569/IJACSA.2015.060634 PDF

35

Energy consumption model over parallel programs implemented on multicore architectures

Author 1: Ricardo Isidro-Ramirez Author 2: Amilcar Meneses Viveros Author 3: Erika Hernandez Rubio

In High Performance Computing, energy consump-tion is becoming an important aspect to consider. Due to the high costs that represent energy production in all countries it holds an important role and it seek to find ways to save energy. It is reflected in some efforts to reduce the energy requirements… Read full abstract & cite →

Energy Consumption Multicore Processors Paral-lel Programs Amdahl’s law

Abstract doi.org/10.14569/IJACSA.2015.060635 PDF

36

Graph-based Semi-Supervised Regression and Its Extensions

Author 1: Xinlu Guo Author 2: Kuniaki Uehara

In this paper we present a graph-based semi-supervised method for solving regression problem. In our method, we first build an adjacent graph on all labeled and unlabeled data, and then incorporate the graph prior with the standard Gaussian process prior to infer the training model and prediction distribution for semi-supervised… Read full abstract & cite →

Semi-supervised learning Graph-Laplacian Re-gression Gaussian Process Feedback Clustering

Abstract doi.org/10.14569/IJACSA.2015.060636 PDF

37

Influence of Nitrogen-di-Oxide, Temperature and Relative Humidity on Surface Ozone Modeling Process Using Multigene Symbolic Regression Genetic Programming

Author 1: Alaa F. Sheta Author 2: Hossam Faris

Automatic monitoring, data collection, analysis and prediction of environmental changes is essential for all living things. Understanding future climate changes does not only helps in measuring the influence on people life, habits, agricultural and health but also helps in avoiding disasters. Giving the high emission of chemicals on air, scientist… Read full abstract & cite →

Air pollution Surface Ozone Multigene Sym-bolic Regression Genetic Programming Multilayer perceptron neural network Prediction.

Abstract doi.org/10.14569/IJACSA.2015.060637 PDF

38

Video conference Android platform by your mobile phone

Author 1: Mr. Mohamed Khalifa Author 2: Dr. Chaafa Hamrouni Author 3: Pr. Mahmoud Abdellaoui

Video conferencing is a visual and audio communications technology dedicated to Smartphones. It is based on the client-server communication model that this requires many limits since using the server. In this paper, we proposed a new communication model without going through the server (client-client), in addition, this model makes video… Read full abstract & cite →

videoconference multimedia mobile phone streaming Smartphone Server Customers.

Abstract doi.org/10.14569/IJACSA.2015.060638 PDF

39

Implementation of Vision-based Object Tracking Algorithms for Motor Skill Assessments

Author 1: Beatrice Floyd Author 2: Kiju Lee

Assessment of upper extremity motor skills often involves object manipulation, drawing or writing using a pencil, or performing specific gestures. Traditional assessment of such skills usually requires a trained person to record the time and accuracy resulting in a process that can be labor intensive and costly. Automating the entire… Read full abstract & cite →

Vision-based Object Tracking Motor Skill Assess-ment Multi-marker Tracking Computer-based Assessment.

Abstract doi.org/10.14569/IJACSA.2015.060639 PDF

40

Maximizing Throughput of SW ARQ with Network Coding through Forward Error Correction

Author 1: Farouq M. Aliyu Author 2: Yahya Osais Author 3: Ismail Keshta Author 4: Adel Binajjaj

Over the years, several techniques for improving throughput of wireless communication have been developed in order to cater for the ever increasing demand of high speed network service. However, these techniques can only give little improvement in performance because packets have to be delivered as is. As such researchers have… Read full abstract & cite →

Network Coding Automatic repeat request (ARQ) Stop-and-Wait (SW) Vandermonde Matrix

Abstract doi.org/10.14569/IJACSA.2015.060640 PDF