International Journal of Innovative Computing Information and Control最新文献_第8页

Recurrent neural network based stock price prediction using multiple stock brands 基于递归神经网络的多品牌股票价格预测

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International Journal of Innovative Computing Information and Control Pub Date : 2020-01-01 DOI: 10.24507/IJICIC.16.03.1093

Shota Rikukawa, H. Mori, Taku Harada

引用次数: 6

Integrating Virtual Reality and Augmented Reality in a Collaborative User Interface 在协作用户界面中集成虚拟现实和增强现实

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International Journal of Innovative Computing Information and Control Pub Date : 2019-11-28 DOI: 10.11113/ijic.v9n2.242

M. N. A. Nor’a, A. W. Ismail

引用次数: 11

The effect of stimulus pattern, color combination and flicker frequency on steady-state visual evoked potentials topography 刺激方式、颜色组合和闪烁频率对稳态视觉诱发电位形貌的影响

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International Journal of Innovative Computing Information and Control Pub Date : 2019-08-01 DOI: 10.24507/IJICIC.15.04.1521

K. Goto, T. Sugi, H. Fukuda, T. Yamasaki, S. Tobimatsu, Y. Goto

引用次数: 1

An efficient matrix embedding technique by using submatrix transform for grayscale images 基于子矩阵变换的灰度图像矩阵嵌入技术

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International Journal of Innovative Computing Information and Control Pub Date : 2019-08-01 DOI: 10.24507/IJICIC.15.04.1565

Hsi-Yuan Chang, Jyun-Jie Wang, Chi-Yuan Lin, Chin-hsing Chen

引用次数: 0

A Study for the Development of Automated Essay Scoring (AES) in Malaysian English Test Environment 马来西亚英语考试环境中自动作文评分系统的开发研究

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International Journal of Innovative Computing Information and Control Pub Date : 2019-05-31 DOI: 10.11113/IJIC.V9N1.220

Wee Sian Wong, Chih How Bong

{"title":"A Study for the Development of Automated Essay Scoring (AES) in Malaysian English Test Environment","authors":"Wee Sian Wong, Chih How Bong","doi":"10.11113/IJIC.V9N1.220","DOIUrl":"https://doi.org/10.11113/IJIC.V9N1.220","url":null,"abstract":"Automated Essay Scoring (AES) is the use of specialized computer programs to assign grades to essays written in an educational assessment context. It is developed to overcome time, cost, and reliability issues in writing assessment. Most of the contemporary AES are “western” proprietary product, designed for native English speakers, where the source code is not made available to public and the assessment criteria may tend to be associated with the scoring rubrics of a particular English test context. Therefore, such AES may not be appropriate to be directly adopted in Malaysia context. There is no actual software development work found in building an AES for Malaysian English test environment. As such, this work is carried out as the study for formulating the requirement of a local AES, targeted for Malaysia's essay assessment environment. In our work, we assessed a well-known AES called LightSide for determining its suitability in our local context. We use various Machine Learning technique provided by LightSide to predict the score of Malaysian University English Test (MUET) essays; and compare its performance, i.e. the percentage of exact agreement of LightSide with the human score of the essays. Besides, we review and discuss the theoretical aspect of the AES, i.e. its state-of-the-art, reliability and validity requirement. The finding in this paper will be used as the basis of our future work in developing a local AES, namely Intelligent Essay Grader (IEG), for Malaysian English test environment.","PeriodicalId":50314,"journal":{"name":"International Journal of Innovative Computing Information and Control","volume":"96 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86988761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

A Review of Bioinformatics Model and Computational Software of Next Generation Sequencing 下一代测序的生物信息学模型及计算软件研究进展

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International Journal of Innovative Computing Information and Control Pub Date : 2019-05-31 DOI: 10.11113/IJIC.V9N1.217

Jalilah Arijah Mohd Kamarudin, A. Abdullah, R. Sallehuddin

引用次数: 0

An Enhancement of TOE Model by Investigating the Influential Factors of Cloud Adoption Security Objectives 研究云采用安全目标影响因素对TOE模型的改进

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International Journal of Innovative Computing Information and Control Pub Date : 2019-05-31 DOI: 10.11113/IJIC.V9N1.192

Md Yeahia Bhuiyan, S. H. Othman, Raja Zahilah Raja Md Radzi

{"title":"An Enhancement of TOE Model by Investigating the Influential Factors of Cloud Adoption Security Objectives","authors":"Md Yeahia Bhuiyan, S. H. Othman, Raja Zahilah Raja Md Radzi","doi":"10.11113/IJIC.V9N1.192","DOIUrl":"https://doi.org/10.11113/IJIC.V9N1.192","url":null,"abstract":"Cloud computing (CC) is a future technological trend for technological infrastructure development. And it is growing strongly as the backbone of industrial future technological infrastructure. As CC service has a lot to offer, it also has some major downside that clients cannot ignore. For CC service adoption, the potential candidates are SMEs but due to lack of resources, experience, expertise and low financial structure scenario CC can be most helpful. CC faces a major issue in term of cloud security, an organization doesn’t understand the cloud security factors in the organization and data owner doubts about their data. In the research paper, an investigation on the cloud security objectives to find out the influential factors for cloud adoption in SMEs by proposing an enhancement of Technology-Organization-Environment (TOE) model with some positive influential factor like cloud security, relative advantages, cost saving, availability, SLA, capability, top management, organizational readiness, IS knowledge, malicious insiders, government regulatory support, competitive pressure, size and type. Some negative influencing factors like technological readiness, cloud trust and lack of standards in cloud security. Data were collected by questionnaires from a selected IT company based on SaaS and public cloud. Case study method has been used for validating the enhance TOE model. The IBM Statistics SPSS v22 tool was used for data analysis. The results of data analysis support the enhancement as well as all the proposed hypotheses. In summary, the results of the analysis show that all the enhancement factors were found to have a significant cloud security influence on adoption of cloud computing for SMEs.","PeriodicalId":50314,"journal":{"name":"International Journal of Innovative Computing Information and Control","volume":"149 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91142121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

A Conceptual Framework of Information Security Database Audit and Assessment 信息安全数据库审计与评估的概念框架

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International Journal of Innovative Computing Information and Control Pub Date : 2019-05-31 DOI: 10.11113/IJIC.V9N1.206

Muneeb ul-Hasan, S. H. Othman, Marina Md Arshad

{"title":"A Conceptual Framework of Information Security Database Audit and Assessment","authors":"Muneeb ul-Hasan, S. H. Othman, Marina Md Arshad","doi":"10.11113/IJIC.V9N1.206","DOIUrl":"https://doi.org/10.11113/IJIC.V9N1.206","url":null,"abstract":"Today, databases are on of the most important things in the IT world and it is also becoming more and more popular and organizations globally are gradually moving their traditional IT setup to database model to gain the benefits of securing the data and in terms of providing easy access to, and elasticity of IT services. With database security, the IT service roles within an organization become integrated hence giving the overall IT operating model a more structured layout. Such objectivity however can only be materialized when proper planning and execution are put in place. As such, a proper execution and implementation of database system would include a stringent set of checks and audit processes. The goal of database auditing is central towards determining if the services engaged and its―maintainers are meeting certain legal requirements in terms of protecting customers data and organization standards to achieve secure data assets success against various security threats. Therefore, this project explores the factors influencing security audit quality by collecting data using structured group discussion.","PeriodicalId":50314,"journal":{"name":"International Journal of Innovative Computing Information and Control","volume":"25 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87935315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Distributed CESVM-DR Anomaly Detection for Wireless Sensor Network 无线传感器网络分布式CESVM-DR异常检测

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International Journal of Innovative Computing Information and Control Pub Date : 2019-05-31 DOI: 10.11113/IJIC.V9N1.218

Nurfazrina Mohd Zamry, A. Zainal, M. Rassam

{"title":"Distributed CESVM-DR Anomaly Detection for Wireless Sensor Network","authors":"Nurfazrina Mohd Zamry, A. Zainal, M. Rassam","doi":"10.11113/IJIC.V9N1.218","DOIUrl":"https://doi.org/10.11113/IJIC.V9N1.218","url":null,"abstract":"Nowadays, the advancement of the sensor technology, has introduced the smart living community where the sensor is communicating with each other or to other entities. This has introduced the new term called internet-of-things (IoT). The data collected from sensor nodes will be analyzed at the endpoint called based station or sink for decision making. Unfortunately, accurate data is not usually accurate and reliable which will affect the decision making at the base station. There are many reasons constituted to the inaccurate and unreliable data like the malicious attack, harsh environment as well as the sensor node failure itself. In a worse case scenario, the node failure will also lead to the dysfunctional of the entire network. Therefore, in this paper, an unsupervised one-class SVM (OCSVM) is used to build the anomaly detection schemes in recourse constraint Wireless Sensor Networks (WSNs). Distributed network topology will be used to minimize the data communication in the network which can prolong the network lifetime. Meanwhile, the dimension reduction has been providing the lightweight of the anomaly detection schemes. In this paper Distributed Centered Hyperellipsoidal Support Vector Machine (DCESVM-DR) anomaly detection schemes is proposed to provide the efficiency and effectiveness of the anomaly detection schemes.","PeriodicalId":50314,"journal":{"name":"International Journal of Innovative Computing Information and Control","volume":"23 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80813322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

PSO-FuzzyNN Techniques in Gender Classification Based on Bovine Bone Morphology Properties 基于牛骨形态特征的PSO-FuzzyNN性别分类技术

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International Journal of Innovative Computing Information and Control Pub Date : 2019-05-31 DOI: 10.11113/IJIC.V9N1.215

Nur A. Sahadun, N. A. Ali, H. Haron

{"title":"PSO-FuzzyNN Techniques in Gender Classification Based on Bovine Bone Morphology Properties","authors":"Nur A. Sahadun, N. A. Ali, H. Haron","doi":"10.11113/IJIC.V9N1.215","DOIUrl":"https://doi.org/10.11113/IJIC.V9N1.215","url":null,"abstract":"This simulation project aims to solve forensic anthropology issues by using the computational method. The positive identification on gender is such a potential field to be explored. Basically, gender identification in forensic anthropology by comparative skeletal anatomy by atlas and crucially affect the identification accuracy. The simulation identification method was studied in order to determine the best model, which reduce the total costs of the post-mortem as an objective. The computational method on simulation run improves the identification accuracy as proven by many studies. Fuzzy K-nearest neighbours classifier (FuzzyNN) is such a computational intelligence method and always shows the best performance in many fields including forensic anthropology. Thus, this intelligent identification method was implemented within the determining for best accuracy. The result of this proposed model was compared with raw data collection and standard collections datasets; Goldman Osteometric dataset and Ryan and Shaw Dataset (RSD) as a benchmark for the identification policy. To improve the accuracy of FuzzyNN classifier, Particle Swarm Optimization (PSO) feature selection was used as the basis for choosing the best features to be used by the selected FuzzyNN classification model. The model is called PSO-FuzzyNN and has been developed by MATLAB and WEKA tools platform. Comparisons of the performance measurement namely the percentage of the classification accuracy of the model were performed. The result show potential the proposed PSO-FuzzyNN method demonstrates the capability to the obtained highest accuracy of identification.","PeriodicalId":50314,"journal":{"name":"International Journal of Innovative Computing Information and Control","volume":"88 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72553853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0