2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT)最新文献_第4页

EIConCIT 2018 Organizer and Sponsors EIConCIT 2018的组织者和赞助商

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/eiconcit.2018.8878530

引用次数: 0

LouPe: LoRa Performance Measurement Tool LouPe: LoRa性能测量工具

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/EIConCIT.2018.8878525

Muhammad Rizky Eka Arlin, M. Niswar, Adnan Adnan, Doudou Fall, S. Kashihara

引用次数: 2

Panoramic X-Ray Analysis Using Edge Detection Method on Mandibular Cortex 下颌皮质边缘检测的全景x射线分析

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/EIConCIT.2018.8878521

Darmastuti, E. P. Wibowo, Metty Mustikasari, J. Harlan, S. Widiyanto, D. Sundani

{"title":"Panoramic X-Ray Analysis Using Edge Detection Method on Mandibular Cortex","authors":"Darmastuti, E. P. Wibowo, Metty Mustikasari, J. Harlan, S. Widiyanto, D. Sundani","doi":"10.1109/EIConCIT.2018.8878521","DOIUrl":"https://doi.org/10.1109/EIConCIT.2018.8878521","url":null,"abstract":"Panoramic X-Ray is one type of image that can be used in the health world to identify various diseases and damage that occur in the jaw and teeth. This study aims to identify the inferior mandibular cortex and detecting mandibular resorption as an indication of osteoporosis. Several stages are conducted in the proposed method. The first step in the pre-processing stage to be done is cropping, to obtain the Region of Interest (ROI). The next step in the pre-processing stage is image improvement to get image with favorable quality. The extraction stage is conducted in two steps. In the first step the image is processed using the edge detection method. In the second step of the extraction stage we use quantum edge detection to produce the upper edge of inferior mandibular cortex. Then, the lower border of inferior mandibular cortex is projected to obtain a difference between the upper and the lower border of the inferior mandibular cortex. As the result of study, we can identify bone resorption in the inferior mandibular cortex. Resorption of the mandibular cortex is an indication of osteoporosis. It is concluded that damage to the jaw bone can be seen from the result of panoramic X-Ray images after performing image processing.","PeriodicalId":424909,"journal":{"name":"2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126203735","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

Electrical Power Usage Prediction using A Multi Input Single Output Heuristic Network 基于多输入单输出启发式网络的电力使用预测

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/EIConCIT.2018.8878566

Bustani, M. Zainuddin, Arbain, A. F. O. Gaffar, Mulyanto, Purnawansyah

{"title":"Electrical Power Usage Prediction using A Multi Input Single Output Heuristic Network","authors":"Bustani, M. Zainuddin, Arbain, A. F. O. Gaffar, Mulyanto, Purnawansyah","doi":"10.1109/EIConCIT.2018.8878566","DOIUrl":"https://doi.org/10.1109/EIConCIT.2018.8878566","url":null,"abstract":"The electrical power usage forecasting is the basis for energy investment planning and plays an important role in developing institutions and agencies. The combination of computational mathematical concepts and computer technology has widely used for forecasting electric power usage while those methods proved very powerful to predict the electric power usage in the future. There are two main roots in logic and reasoning in the philosophy of science and mathematics which are the basis of all computational activities. One of them is a heuristic approach that has widely applied in various studies in the areas of predictive problems, selection, and search problems. In this study, the prediction of electric power usage for each category carried out by applying the concept of a heuristic network. Time series data modeling is done using a weighted network. The values of each network weighting are obtained using a heuristic approach. The purpose of this study is to simultaneously predict two categories of electricity use by implementing a heuristic network. The results of the study show that the MISO (Multi Input Single Output) Heuristic Network can be stated to be significant enough to carry out the activity of predicting two categories of time series data simultaneously. Furthermore, the results of this study obtained concluded that the parameter that has the most dominant influence on training results is the number of model orders.","PeriodicalId":424909,"journal":{"name":"2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127278910","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

Missing Data Handling Using The Naive Bayes Logarithm (NBL) Formula 使用朴素贝叶斯对数(NBL)公式处理缺失数据

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/EIConCIT.2018.8878538

Lukman Syafie, Fitriyani Umar, Aliyazid Mude, Herdianti Darwis, Herman, Harlinda

{"title":"Missing Data Handling Using The Naive Bayes Logarithm (NBL) Formula","authors":"Lukman Syafie, Fitriyani Umar, Aliyazid Mude, Herdianti Darwis, Herman, Harlinda","doi":"10.1109/EIConCIT.2018.8878538","DOIUrl":"https://doi.org/10.1109/EIConCIT.2018.8878538","url":null,"abstract":"Missing data is one of the problems in classification that can reduce classification accuracy. This paper mainly studies the technique of fixing missing data by using deletion instances, mean imputation and median imputation. We use Naive Bayes based method which is used in many classification techniques. We proposed the improvement of the Naive Bayes formula into the Naive Bayes Logarithm (NBL) formula to anticipate the final result which can obtain zero for the prior probability of classifier. If the the prior probability of classifier obtained zero it will result failure in the classification process. In this research, we use Web-Kb dataset that has been used in other classification method. By Naive Bayes Logarithm, we study the effect of missing data on the classification accuracy in different types of method of fixing data. The results show the documents can be classified well in average 84.909% when using mean imputation, median imputation and deletion instances. It concludes that Naive Bayes Logarithm is reliable in the classification of documents.","PeriodicalId":424909,"journal":{"name":"2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122199594","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

[EIConCIT 2018 Keynote Speaker Biographies] [EIConCIT 2018主讲人简介]

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/eiconcit.2018.8878612

引用次数: 0

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/eiconcit.2018.8878643

引用次数: 0

[EIConCIT 2018 Title Page] [EIConCIT 2018扉页]

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/eiconcit.2018.8878590

引用次数: 0

Measurement of Health, Human Capital, and Economic Welfare at The Poverty Level Influences using Heuristic Network Approach 用启发式网络方法衡量健康、人力资本和经济福利对贫困水平的影响

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/EIConCIT.2018.8878595

Muliati, Irwan Gani, Emmilya Umma Aziza Gaffar, Haviluddin, A. F. O. Gaffar

{"title":"Measurement of Health, Human Capital, and Economic Welfare at The Poverty Level Influences using Heuristic Network Approach","authors":"Muliati, Irwan Gani, Emmilya Umma Aziza Gaffar, Haviluddin, A. F. O. Gaffar","doi":"10.1109/EIConCIT.2018.8878595","DOIUrl":"https://doi.org/10.1109/EIConCIT.2018.8878595","url":null,"abstract":"Poverty alleviation is still a major problem for many international and developing countries. In a weak economic situation, low-income households are very vulnerable to poverty. Therefore, the study of poverty is very important for various economic development plans. Analysis of various social aspects can conclude that poverty can be a function of the diminished ability of a person to live the type of life they choose. This study chooses aspects of health, human capital, and economic well-being as latent variables which are assumed to influence poverty. The relationship between variables modeled by the structure equation through the heuristic network. The purpose of this study is to evaluate the effect of all latent variables (also called independent variables) on poverty. This evaluation is carried out on all the final coefficients of the trained network. The results of the study have shown that the heuristic network significant enough to be used as a representation of the structural equation model. It has proven by MAPE of small enough. The results of this study also have shown that all independent variables did not interdependent. Indicator variables of health did not give any influence on poverty. This concluded that only indicator variables of human capital and economic well-being influence poverty. The results of this study have also shown that only food consumption (as one of indicator variable of economic well-being) which have a negative influence on poverty.","PeriodicalId":424909,"journal":{"name":"2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129522359","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

Implementation North West Corner and Stepping Stone Methods for Solving Logistical Distribution Problem in Tape Production 实施西北角法和垫脚石法解决胶带生产中的物流配送问题

2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT) Pub Date : 2018-11-01 DOI: 10.1109/EIConCIT.2018.8878536

D. Wulandari, Fajrin Nurman Arifin, Gayatri Dwi Santika

{"title":"Implementation North West Corner and Stepping Stone Methods for Solving Logistical Distribution Problem in Tape Production","authors":"D. Wulandari, Fajrin Nurman Arifin, Gayatri Dwi Santika","doi":"10.1109/EIConCIT.2018.8878536","DOIUrl":"https://doi.org/10.1109/EIConCIT.2018.8878536","url":null,"abstract":"Distribution is an important logistical problem in tape commodities because it has a short expiration time that requires speed and accuracy in shipping. This research collaborates implementation two methods. These are North West corner (NWC) and stepping stone. These methods make distribution scheduling model from many sources to destinations with minimum cost. This case has many steps. The first step is initial feasible solution with NWC. NWC is used this case because simple and fastest method for solving problem. NWC does not observe the cost of each shipping line in procedure. The second step revised with try and error the plan using stepping stone for optimization. In this research, collaboration these methods can reduce total cost of distribution equal to Rp.266.050. In fact, total distribution cost is Rp.317.500. After calculation, we can save cost Rp.51.450. Determination of the first source and destination in the North-west corner cell is greatly affect. If the first source and the destination have a small cost so the result is better. Stepping stone find optimization in second iteration because all of closed lanes have positive value. A positive value in repair index means that when given an allocation it will causing an increase in transportation costs. The allocation of product does not need to be changed because it will increase the cost of transportation so that the stepping stone work is completed. Percentage of differences is a formula to derive efficiency comparison between initial solution and optimal solution is 0.45%.","PeriodicalId":424909,"journal":{"name":"2018 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130682324","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