Proceedings of the 6th International Conference on Information Technology and Multimedia最新文献_第3页

Classification red blood cells using support vector machine 基于支持向量机的红细胞分类

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066642

Jameela Ali Akrimi, A. Suliman, Loay E. George, A. Ahmad

引用次数: 19

An Optimal-Pruned Extreme Learning Machine based modelling of surface roughness 基于最优修剪极限学习机的表面粗糙度建模

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066644

Tiagrajah V. Janahiraman, Nooraziah Ahmad

{"title":"An Optimal-Pruned Extreme Learning Machine based modelling of surface roughness","authors":"Tiagrajah V. Janahiraman, Nooraziah Ahmad","doi":"10.1109/ICIMU.2014.7066644","DOIUrl":"https://doi.org/10.1109/ICIMU.2014.7066644","url":null,"abstract":"A computer based modelling and prediction method is vital in the field of Computer Numerical Control based cutting operation. The final quality of finished surface is mainly influenced by the interaction between the work piece, cutting tool and machining system. Therefore, many researchers attempted to develop an efficient prediction systems for surface roughness before machining. In this paper, Optimal Pruned Extreme Learning Machine (OPELM) is proposed for modelling and predicting surface roughness with respect to its cutting parameters in turning based machining process. The surface roughness models obtained from other methods such as Response Surface Method, Neural Network and Extreme Learning Machine were compared with the experimental results. Our experimental study consist of 15 workpieces that were used for cutting using turning operation. The correlation between the input parameters such as feed rate, cutting speed and depth of cut with surface roughness was modelled using OPELM. Based on our study, OPELM performed the best in modelling and predicting based on unknown set of input.","PeriodicalId":408534,"journal":{"name":"Proceedings of the 6th International Conference on Information Technology and Multimedia","volume":"33 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129316089","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: 4

The current practices of green computing approaches in Malaysia 马来西亚目前绿色计算方法的实践

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066656

Ibraheem Y. Y. Ahmaro, Mohd Zaliman bin Mohd Yusoff, Abdallah M. Abualkishik

引用次数: 5

An evaluation on components of experience based factory model in requirement engineering process: A preliminary study 需求工程过程中基于经验的工厂模型组件评价:初步研究

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066650

M. Hanafiah, R. Abdullah

{"title":"An evaluation on components of experience based factory model in requirement engineering process: A preliminary study","authors":"M. Hanafiah, R. Abdullah","doi":"10.1109/ICIMU.2014.7066650","DOIUrl":"https://doi.org/10.1109/ICIMU.2014.7066650","url":null,"abstract":"Experience based factory and knowledge management are distinguished concepts in managing organizational knowledge and experiences. In software development, requirement engineering is a very crucial process; in addition, it is knowledge-intensive, repetitive and time-consuming activity. Knowledge and experiences in requirement engineering should be managed systematically and efficiently for sharing and reuse purposes to avoid any software pitfalls and to improve the software development as a whole. A model, namely Requirement Engineering for Experience Based Factory Model (RE-EBF-Model), has been proposed to manage requirement knowledge to maximize the benefit of knowledge sharing among the community of practice. This study takes a step further to elaborate the components dealing with requirement engineering processes. The preliminary evaluation of these components has been conducted with a pilot survey to pre-test the questionnaire and corroborate its validity and reliability. Findings show satisfactory result on the correlation between practitioners and the perceived RE sub-components, but further analysis highlights some problematic questions; therefore, the affected questions are revised and improved.","PeriodicalId":408534,"journal":{"name":"Proceedings of the 6th International Conference on Information Technology and Multimedia","volume":"388 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132374532","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

The impact of market orientation on manufacturing SME performance in Malaysia with the moderating effect of e-commerce 市场导向对马来西亚制造业中小企业绩效的影响及电子商务的调节作用

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066624

Abdulkarim Kanaan Jebna, A. S. Baharudin

{"title":"The impact of market orientation on manufacturing SME performance in Malaysia with the moderating effect of e-commerce","authors":"Abdulkarim Kanaan Jebna, A. S. Baharudin","doi":"10.1109/ICIMU.2014.7066624","DOIUrl":"https://doi.org/10.1109/ICIMU.2014.7066624","url":null,"abstract":"Small and medium enterprises (SMEs) are considered as the mainstay of any economy since they contribute towards employment and growth. However, although Malaysia is a fast developing country in South-East Asia [1], SMEs in manufacturing sector faces failures. Many studies have revealed that market orientation has positive impact on business performance. However, the literature is inconsistent; therefore, this article proposes to explore the effect of market orientation (MO) on manufacturing small and medium enterprises (SMEs) and the moderating role of e-commerce on the relationship between the two constructs. This could help to enhance SME performance in manufacturing sector in Malaysia in order to avoid failure and maintain success. In addition, this study aims to enrich the literature concerning the effects of market orientation on SME success within the Malaysian context taking into consideration the moderating effect of e-commerce. To the best of the researcher knowledge, the current study is the first to examine such moderator on MO-performance relationship. Drawing upon resource based view theory, a research model is developed and need to be tested on manufacturing SMEs in Malaysia.","PeriodicalId":408534,"journal":{"name":"Proceedings of the 6th International Conference on Information Technology and Multimedia","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130434750","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 Hybrid Architecture for Database Intrusion Preventer 数据库入侵防护器的混合体系结构

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066597

Yousef Ali Albakoush, Roslan Ismail, A. Abu Bakar

引用次数: 0

A UML 2.0 profile web design framework for modeling complex web application 一个用于建模复杂web应用程序的UML 2.0概要web设计框架

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066653

S. A. Mubin, A. Jantan

引用次数: 7

Computing hardware analysis for Agents of Things (AoT) applications 物联网(AoT)应用的计算硬件分析

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066634

Anas M. Mzahm, M. S. Ahmad, Alicia Y. C. Tang

引用次数: 6

Automatic Arabic text summarization using clustering and keyphrase extraction 自动阿拉伯语文本摘要使用聚类和关键短语提取

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066647

Hamzah Noori Fejer, N. Omar

{"title":"Automatic Arabic text summarization using clustering and keyphrase extraction","authors":"Hamzah Noori Fejer, N. Omar","doi":"10.1109/ICIMU.2014.7066647","DOIUrl":"https://doi.org/10.1109/ICIMU.2014.7066647","url":null,"abstract":"As the number of electronic documents increases rapidly, the need for faster techniques to assess the relevance of these documents emerges. A summary is a concise representation of underlying text. A full understanding of the document is essential to form an ideal summary. However, achieving full understanding is either difficult or impossible for computers. Therefore, selecting important sentences from the original text and presenting these sentences as a summary present the most common techniques in automated text summarization. This paper propose a hybrid clustering method(partitioning and hierarchical) to group many Arabic documents into several clusters .Then keyphrase extraction module is applied to extract important Keyphrases from each cluster, which helps identify the most important sentences and find similar sentences based on several similarity algorithms. It applied to extract one sentence from a group of similar sentences while ignoring the other similar sentences (i.e., sentences that have a greater similarity than the predefined threshold). This model is designed for both single-and multi-document Arabic text summarization. The Recall-Oriented Understudy for Gisting Evaluation (ROGUE) matrix used for the evaluation. For the summarization dataset, Essex Arabic Summaries Corpus was used. It has many topic based articles with multiple human summaries. This model achieved an accuracy of 80 % for single-document and 62% for multi-document summarization.","PeriodicalId":408534,"journal":{"name":"Proceedings of the 6th International Conference on Information Technology and Multimedia","volume":"241 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133682072","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: 20

A new hybrid model of software engineering and systems engineering for embedded system development methodology 嵌入式系统开发方法中软件工程与系统工程的新混合模型

Proceedings of the 6th International Conference on Information Technology and Multimedia Pub Date : 2014-11-01 DOI: 10.1109/ICIMU.2014.7066657

A. Suliman, Nursyazana Nazri

引用次数: 1