2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)最新文献_第4页

Discovering patterns of NED-breast cancer based on association rules using apriori and FP-growth 基于先验和fp生长的关联规则发现ned -乳腺癌的模式

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228576

Tresna Maulana Fahrudin, I. Syarif, Ali Ridho Barakbah

{"title":"Discovering patterns of NED-breast cancer based on association rules using apriori and FP-growth","authors":"Tresna Maulana Fahrudin, I. Syarif, Ali Ridho Barakbah","doi":"10.1109/KCIC.2017.8228576","DOIUrl":"https://doi.org/10.1109/KCIC.2017.8228576","url":null,"abstract":"No Evidence of Disease (NED) is breast cancer patient condition status which it indicates that they can life, no find the cancer by tested, and without any symptoms of cancer in period of times, after they received primary treatment. NED is a critical status, because it involves the treatment type and patient cancer condition factors. This paper examines about breast cancer problem in data mining technical side, especially to discover the patterns of NED-breast cancer patient using cancer registry data from Oncology Hospital. Its patterns are discovered through the relationship of among features begin from 1dimensional, 2-dimensional, 3-dimensional, and n-dimensional. We applied association rules mining using Apriori and FP-Growth algorithm, which both have the advantage and drawback. Apriori algorithm involves all generation of candidate item sets and multiple database scans, but it makes highconsuming iteration. While FP-Growth algorithm extracts the frequent item sets directly from FP-Tree, it make the advantage of FP-Growth that is faster process needs only scan the database once. This paper experiment shown that the association result of Apriori and FP-Growth is almost similar, 10-highest confidence value represented 100% confidence of association rule on breast cancer dataset with support value up to 50%.","PeriodicalId":117148,"journal":{"name":"2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127078928","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

A mobile application for cluster-based visualization of spatio-temporal earthquake data distribution in Indonesia 基于集群的印尼地震数据时空分布可视化移动应用

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228591

Ali Ridho Barakbah, Amang Sudarsono, T. Harsono, M. Askari

{"title":"A mobile application for cluster-based visualization of spatio-temporal earthquake data distribution in Indonesia","authors":"Ali Ridho Barakbah, Amang Sudarsono, T. Harsono, M. Askari","doi":"10.1109/KCIC.2017.8228591","DOIUrl":"https://doi.org/10.1109/KCIC.2017.8228591","url":null,"abstract":"Earthquake is one of natural disasters that often occurs in Indonesia and may cause damages on environmental and infrastructural properties, such as road, bridge, houses. The high rate of earthquake in Indonesia is that Indonesia is located at the crash point of three major tectonic plates: Eurasian Plate, Australian Plate, and Pacific Plate. This situation challenges a need to prepare participatory development for public awareness regarding the effects of earthquake and how to prepare for a possible hazard risk of earthquake. It helps the government and individuals for consequently saving their live. One of the ways to increase this awareness is to utilize mobile device through earthquake applications. This paper proposes a new system for cluster-based visualization of spatio-temporal earthquake data distribution in Indonesia through a mobile application. The system applies an automatic clustering to detect automatically number of clusters for earthquake data distribution and then analyze characteristics of earthquake behavior for each region in Indonesia. The system provides 4 main features which are (1) Data acquisition and preprocessing earthquake data, (2) Automatic clustering for spatio-temporal data distribution, (3) Mobile data exchange between user and earthquake data server, and (4) Spatio-temporal data visualization. For experimental study, the system used earthquake dataset of ANSS (Advanced National Seismic System) for earthquake activities in Indonesia from 1960 to 2015. The experimental results showed the distribution of earthquake with spatio-temporal features.","PeriodicalId":117148,"journal":{"name":"2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132953982","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

Mobile application for identifying personality of person using graphology 使用笔迹学识别人的个性的移动应用程序

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228589

Kukuh Prasetyo, Nana Ramadijanti, A. Basuki

{"title":"Mobile application for identifying personality of person using graphology","authors":"Kukuh Prasetyo, Nana Ramadijanti, A. Basuki","doi":"10.1109/KCIC.2017.8228589","DOIUrl":"https://doi.org/10.1109/KCIC.2017.8228589","url":null,"abstract":"Personality in person definitely has its strengths and weaknesses. Many benefits that we can take with knowing our personality or others. Identifying personality of person can be done using graphology. Graphology is science that is studying about handwriting. Handwriting is human idea that can describe or reflect the human personality. However, many people do not know about graphology. In addition, there is a technology that can be utilized and is very trend in public. That is mobile technology. This research has purpose to build mobile application that can be used for identifying personality of person using graphology. We will apply this application on android. This application will be doing identification of personality based on writing direction, slant of writing, writing width, writing margin, pointed or rounded letter, and space between lines in writing. The handwriting that is used has two lines. This application is capable to identify writing based on the space between line, the writing direction, the slant of the writing, the width of the writing, the margin of writing, and the pointed or rounded letter like identification of the expert from the 25 tested handwritings.","PeriodicalId":117148,"journal":{"name":"2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129487073","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

Fault diagnosis system of rotating machines using Hidden Markov Model (HMM) 基于隐马尔可夫模型的旋转机械故障诊断系统

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228583

Nur Ashar Aditiya, Muhammad Rizky Dharmawan, Zaqiatud Darojah, D. Sanggar

引用次数: 5

Desktop computer specification support system using simulated annealing 台式计算机规范支持系统采用模拟退火

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228586

Muhammad Rizal Prihartadi, A. Fariza, N. R. Mubtadai

{"title":"Desktop computer specification support system using simulated annealing","authors":"Muhammad Rizal Prihartadi, A. Fariza, N. R. Mubtadai","doi":"10.1109/KCIC.2017.8228586","DOIUrl":"https://doi.org/10.1109/KCIC.2017.8228586","url":null,"abstract":"Until now the desktop computer is still very popular because it is relatively easy to upgrade and cheap compared to the performance obtained. When building a desktop computer, the specification must be adjusted to how the computer will be used to get optimum performance. For each specification, the selection of the right components is the key to get the desired performance. There are many choices of components that can meet almost all the needs of personal computing. However, choosing the right components is not an easy task for some people especially for those with a limited budget. Based on these problems, we propose a system to help find the optimum desktop computer specification from various components available. To build the specification, we pair a bunch of computer components with certain rules and determine the performance value. We used simulated annealing algorithm to find the optimum specification from many specifications that arise. To make this algorithm able to solve this problem, there is some point that needs to be modified. First, the system searches the greatest energy. Second, the solution modification process needs to fit certain compatibility rules. From the user perspective, the system only receives input in the form of computer usage category and budget. Based on the test that has been done with the expert, the system with simulated annealing algorithm gives a good result with an accuracy of 75.1%.","PeriodicalId":117148,"journal":{"name":"2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128991806","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

An implementation of data exchange using authenticated attribute-based encryption for environmental monitoring 使用基于身份验证属性的加密进行环境监测的数据交换的实现

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228564

Munsyi, Amang Sudarsono, M. A. Rasyid

{"title":"An implementation of data exchange using authenticated attribute-based encryption for environmental monitoring","authors":"Munsyi, Amang Sudarsono, M. A. Rasyid","doi":"10.1109/KCIC.2017.8228564","DOIUrl":"https://doi.org/10.1109/KCIC.2017.8228564","url":null,"abstract":"A reliable and efficient security system on the Internet of things era is one of the most required aspects. An information security in the environment monitoring system is very important, the information sent from the wireless sensor network to the Data Center must be completely secure and only users with the access right can read the contents of the information. To secure the contents of the data, then ciphertext policy attribute-based encryption (CP-ABE) is one of solution for the data security. The data sent from the Data Center will be encrypted using attributes attached to the previously registered user. The data can be decrypted if and only if the attributes of the users are appropriate to the existing policy rules on the ciphertext. The importance of maintaining the authenticity of data on a system, it is necessary to add a security system to protect from users who perform illegal acts. In this paper, we discuss the security mechanism with revocation user, we use the attributes in the CP-ABE who can be updated if the user is doing the illegal actions of the system. By adding an authentication feature using a timestamp digital signature Rivest, Shamir Adleman (RSA) 2048 in a message, it will be a guaranteed the data integrity of information data and no repetition of data transmitted by any particular party.","PeriodicalId":117148,"journal":{"name":"2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114045048","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

Feature selection software development using Artificial Bee Colony on DNA microarray data 基于DNA微阵列数据的人工蜂群特征选择软件开发

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228447

Wildan Andaru, I. Syarif, Ali Ridho Barakbah

引用次数: 2

Auto cropping for application of heart abnormalities detection through Iris based on mobile devices 自动裁剪在移动设备虹膜心脏异常检测中的应用

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228572

Entin Martiana Kusumaningtyas, Ali Ridho Barakbah, A. Hermawan, S. Candra

{"title":"Auto cropping for application of heart abnormalities detection through Iris based on mobile devices","authors":"Entin Martiana Kusumaningtyas, Ali Ridho Barakbah, A. Hermawan, S. Candra","doi":"10.1109/KCIC.2017.8228572","DOIUrl":"https://doi.org/10.1109/KCIC.2017.8228572","url":null,"abstract":"As the WHO says, heart disease is a main cause of death and examining it by current methods in hospitals is not cheap. Iridology is one of the most popular alternative ways to detect the condition of organs. Iridology is a science field that makes a health non-expert or practitioner to study signs in the iris that are capable of showing abnormalities in the body, including basic genetics, toxin deposition, dam circulation, and other weaknesses. Research on computer iridology has been done before. One is about the computer's iridology system to detect heart conditions. Some previous works used manual cropping to get iris images and auto cropping on PC. This research presents auto cropping on iris images base on mobile devices. There are several stages such as capture eye base on target, pre-processing, cropping, segmentation, feature extraction and classification using Thresholding algorithms. The system we proposed was tested at Mugi Barokah Clinic Surabaya. This research resulted in an experimental using 20 data indicating that the auto cropping results is 45% success for cropping process and all the success cropping brings accuracy for classification.","PeriodicalId":117148,"journal":{"name":"2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC)","volume":"358 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116797336","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: 10

Identification of diabetes in pancreatic organs using iridology 用虹膜学鉴别胰腺器官中的糖尿病

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228573

Dyah Ceni Adelina, R. Sigit, T. Harsono, M. Rochmad

引用次数: 11

Indonesian news auto summarization in infrastructure development topic using 5W+1H consideration 印尼新闻自动总结在基础设施发展主题中使用5W+1H考虑

2017 International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) Pub Date : 2017-09-01 DOI: 10.1109/KCIC.2017.8228596

Rendra Budi Hutama, Ali Ridho Barakbah, Afrida Helen

引用次数: 2