2018 2nd International Conference on Informatics and Computational Sciences (ICICoS)最新文献

Application of Robust Linear Quadratic Control for Inventory System with Unknown Demand: Single Product Case 需求未知库存系统的鲁棒线性二次控制应用:单品情况

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621666

Sutrisno, Widowati, R. H. Tjahiana

引用次数: 1

Dominant Criteria and Its Factor Affecting Student Achievement Based on Rough-Regression Model 基于粗糙回归模型的优势标准及其影响学生学习成绩的因素

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621760

R. Efendi, N. Yanti, A. Wenda, Susnaningsih Mu’at, N. Samsudin, M. M. Deris

引用次数: 3

Capability Level at Faculty Information Technology Unit Using COBIT 5 学院信息技术单元使用COBIT的能力水平

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621738

B. Noranita, R. Saputra, S. Adhy, Rizal Muhammad

{"title":"Capability Level at Faculty Information Technology Unit Using COBIT 5","authors":"B. Noranita, R. Saputra, S. Adhy, Rizal Muhammad","doi":"10.1109/ICICOS.2018.8621738","DOIUrl":"https://doi.org/10.1109/ICICOS.2018.8621738","url":null,"abstract":"Information technology (IT) is a very important part of an organization and is an investment value to make the organization better. The organization places IT as a matter that can support the achievement of the company's strategic plan to achieve the goals of the company's vision or mission and goals, as well as the Faculty of Science and Mathematics of the Diponegoro University (FSM UNDIP). FSM UNDIP has a vision to become a superior faculty based on research in the fields of science and mathematics and the development of its application. And one of the missions to achieve this vision is Enhancing governance efficient, accountable, transparent, fair, and integrated between sectors (good governance). IT governance in an organization aims to align IT strategy with the organization's business strategy. Without good and right governance, IT will cause problems and threats to the organization. This research aims to assess the capabilities of the IT governance process at FSM UNDIP. The framework used to assess IT governance that focuses on web-based services in FSM is this study using COBIT 5 on EDM03 and EDM04 domains, with the Self Assessment method. The results showed that the capability level of the IT governance process at FSM UNDIP in the EDM03 process was at Level 2 (Managed Process), which is an organization in carrying out IT, at this stage it has been successful and governance has been done well. Management of the planning, evaluation and adjustment processes is directed to better direction. While the EDM04 process is at level 1, the organization has successfully implemented IT processes and the goal of the IT process has been successfully achieved. The results provided are documents containing the governance of Risk Optimization and Resource Optimization management as a basis for risk and resource management references on the FSM UNDIP website. With the risk management and good resources will help organizations to make strategic decisions.","PeriodicalId":438473,"journal":{"name":"2018 2nd International Conference on Informatics and Computational Sciences (ICICoS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132143931","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 Study of Synthetic Minority Over-sampling Technique (SMOTE) and Weighted Extreme Learning Machine for Handling Imbalance Problem on Multiclass Microarray classification 综合少数派过采样技术和加权极值学习机处理多类微阵列分类不平衡问题的研究

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621657

Khadijah, S. Endah, R. Kusumaningrum, Rismiyati

{"title":"The Study of Synthetic Minority Over-sampling Technique (SMOTE) and Weighted Extreme Learning Machine for Handling Imbalance Problem on Multiclass Microarray classification","authors":"Khadijah, S. Endah, R. Kusumaningrum, Rismiyati","doi":"10.1109/ICICOS.2018.8621657","DOIUrl":"https://doi.org/10.1109/ICICOS.2018.8621657","url":null,"abstract":"Microarray data classification has a great challenge due to number of samples which is much smaller compared to the number of genes. The problem is getting harder when the dataset has multiclass target and the number of samples in each class is not well distributed (which is called imbalance data distribution). In this research, two different approaches to handle imbalance data distribution are studied, they are SMOTE (based on data approach) and weighted ELM (based on algorithmic approach). To evaluate the performance of the proposed method, two public imbalanced multiclass microarray dataset are used, GCM (Global Cancer Map) and Subtypes-Leukemia dataset. The results of experiment show that the implementation of SMOTE and weighted ELM on GCM dataset have no significant effect in the classification performance. Different with the Subtypes-Leukemia dataset, the implementation of SMOTE and weighted ELM has improved the classification performance compared to the previous research. Generally, the results show that weighted ELM perform slightly better compared to SMOTE to increase the accuracy of the minority class.","PeriodicalId":438473,"journal":{"name":"2018 2nd International Conference on Informatics and Computational Sciences (ICICoS)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128751577","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: 7

HOG and Zone Base Features for Handwritten Javanese Character Classification 手写爪哇文字分类的HOG和区域基特征

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621781

Rismiyati, Khadijah, D. E. Riyanto

{"title":"HOG and Zone Base Features for Handwritten Javanese Character Classification","authors":"Rismiyati, Khadijah, D. E. Riyanto","doi":"10.1109/ICICOS.2018.8621781","DOIUrl":"https://doi.org/10.1109/ICICOS.2018.8621781","url":null,"abstract":"The recognition of handwritten characters remain one of challenging task in character recognition problems. The variations created by each person in writing the characters affect the character recognition result. Many studies have been performed to increase the performance of Javanese character recognition. The efforts are to extract the best feature for classification or to get the best classifier for classification. In this study, HOG feature and Zoning Based Feature will be used to classify Javanese Characters. The performance of both features will be compared for classifying Javanese character by using SVM classifier. Two types of inputs will be used for each feature extractor, binary and skeleton of the character image. The experiment showed that HOG feature is able to show higher accuracy as compared to the simple zone based feature (88.45%). The best accuracy for HOG is achieved by using binary input. On the other hand, despite its simplicity zone based feature is able to achive 81.98% accuracy by using skeleton input. Considering that the zone based feature used in this research is simply the pixel count in each zone, future research may be performed to extract more statistical properties on each zone. Future works may also focus on rotation free feature extraction for Javanese character classification.","PeriodicalId":438473,"journal":{"name":"2018 2nd International Conference on Informatics and Computational Sciences (ICICoS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117127548","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

Copyright 版权

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/icicos.2018.8621729

引用次数: 0

Understand TTF by Considering the Trust Factor in Adopting M-Banking 通过考虑采用移动银行的信任因素来理解TTF

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621806

Elgarsia Setya Nugraha, R. Saputra, Dinar M. K. Nugraheni

引用次数: 2

Neural Network Implementation of Divers Sign Language Recognition based on Eight Hu-Moment Parameters 基于8个胡矩参数的潜水员手语识别的神经网络实现

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621642

Matt Ervin G. Mital, Herbert V. Villaruel, E. Dadios

{"title":"Neural Network Implementation of Divers Sign Language Recognition based on Eight Hu-Moment Parameters","authors":"Matt Ervin G. Mital, Herbert V. Villaruel, E. Dadios","doi":"10.1109/ICICOS.2018.8621642","DOIUrl":"https://doi.org/10.1109/ICICOS.2018.8621642","url":null,"abstract":"Improvement in the aspects of human-to-human and human-to-machine (and vice-versa) communication is still needed amidst the rapid development of technology. Divers sign language, a type of communication usually done underwater is the primary focus of this paper. Human divers are always at risk due to the unpredictable and unstable condition of water. With the help of image processing and artificial neural network, recognition of 13 commonly used hand signals is implemented. The significance of this study is with regards to the extension of the capabilities of a machine to interpret commands or meanings of signals. This adds to the probability of assurance of safety of divers especially when their voice equipment fails. The aim is to show the conformity and effectivity of relating underwater communications, image processing utilizing Hu-Moments as feature extraction method, and neural network. The results are shown through graphical representations of correlation coefficients, errors and success rates of pattern recognition. This research serves as a solution, although indirect, to present technologies such that people may consider the possibility of incorporating a neural network attribute.","PeriodicalId":438473,"journal":{"name":"2018 2nd International Conference on Informatics and Computational Sciences (ICICoS)","volume":"153 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123444461","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: 5

Automated Guided Vehicle Simulation Software Development using Parallel Cascade Fuzzy Method for Reaching a Target 基于并行级联模糊逼近法的自动制导车辆仿真软件开发

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621695

Benediktus Wijayanto, A. Wibowo

引用次数: 2

Designing Website E-Learning Based on Integration of Technology Enhance Learning and Human Computer Interaction 基于技术集成的网站E-Learning设计促进学习与人机交互

2018 2nd International Conference on Informatics and Computational Sciences (ICICoS) Pub Date : 2018-10-01 DOI: 10.1109/ICICOS.2018.8621792

Y. Udjaja, Sasmoko, Y. Indrianti, O. Rashwan, S. Widhoyoko

引用次数: 10