2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)最新文献

筛选
英文 中文
Balance Control of Humanoid Dancing Robot ERISA while Walking on Sloped Surface using PID 基于PID的人形舞蹈机器人ERISA斜坡行走平衡控制
A. H. Alasiry, N. Satria, Agung Sugiarto
{"title":"Balance Control of Humanoid Dancing Robot ERISA while Walking on Sloped Surface using PID","authors":"A. H. Alasiry, N. Satria, Agung Sugiarto","doi":"10.1109/ISRITI.2018.8864447","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864447","url":null,"abstract":"This paper discussed an application of PID balance control system on humanoid dancing robot series named ERISA (EEPIS Robot Dancing Sense of Art). The robot is designed to perform one of Indonesian traditional dancing on which the robot has to move on the dancing field. The field has been designed as a flat surface. However, due to imperfect fabrication, it could have some sloped surface that makes the robot easily fall. The implementation of current balance control aims to make ERISA robot able to walk on sloped field surface in balance and not easy to fall. An analog tilt sensor located on the robot’s shoulder is used to measure the slope of the field. Using the tilt value, the control equation of robot servo mechanics is manipulated using PID, therefore, the robot autonomously moves its pose in reverse to the falling direction. The proposed balance control system is investigated when ERISA robot walking on the sloped surface. The degree of the sloped surface is set to vary from 5° to the maximum extent of robot ability. The test results show the addition of the balance control system gives ERISA robot capability of walking on the sloped surface up to 10°.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"14 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":"125257013","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 Effect of Embedding Dimension Reduction on Increasing LSTM Performance for Sentiment Analysis 嵌入降维对情感分析中LSTM性能提高的影响
Widi Widayat, T. B. Adji, Widyawan
{"title":"The Effect of Embedding Dimension Reduction on Increasing LSTM Performance for Sentiment Analysis","authors":"Widi Widayat, T. B. Adji, Widyawan","doi":"10.1109/ISRITI.2018.8864345","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864345","url":null,"abstract":"Increasing the amount of data in sentiment analysis research become a problem that requires a different approach. Traditional machine learning has limitations in handling large amounts of data (big data era). Deep learning approach appears to be one of the approaches that can be used. Deep learning in some research can provide good results, especially in NLP research. This research will use the LSTM approach to do sentiment analysis. The input data is modeled into sequence form. This modeling input data into sequence form is expected to improve better accuracy in sentiment classifying. In addition, an analysis of changing in dimension reduction of embedding data with keras framework was experimented to determine its effect on LSTM performance.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"78 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":"127016639","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 Empirical Metaheuristic Assessment for Solving of Multi-type Distributed Generation Allocation Problem 求解多类型分布式发电分配问题的经验元启发式评估
Y. Rahman, S. Manjang, Yusran, A. A. Ilham
{"title":"An Empirical Metaheuristic Assessment for Solving of Multi-type Distributed Generation Allocation Problem","authors":"Y. Rahman, S. Manjang, Yusran, A. A. Ilham","doi":"10.1109/ISRITI.2018.8864438","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864438","url":null,"abstract":"This paper aims to map the use of algorithms with a metaheuristic approach to find optimal solutions for Distributed Generation (DG) placement. This paper surveyed six (6) algorithms tested on the same object, namely the IEEE 30 bus system with various types of DG. The algorithms are Genetic Algorithm (GA), Human Opinion Development (HOD), Particle Swarm Optimization (PSO), Artificial Bee Colony Algorithm (ABC), Adaptive Real Coded Biogeography-Based Optimization (ARCBBO), and Firefly Algorithm (FA). The review of each reference articles is done by comparing the optimal solutions obtained on the basis of an assessment of the reduction of power loss, while still interpreting the constraints of each function. This is because almost all the objective functions of the algorithm use these parameters. The solution offered by the FA provides significant results compared to other algorithms.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"75 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":"127078929","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
Image Watermarking using Triple Transform (DCT- DWT-SVD) to Improve Copyright Protection Performance 基于三变换(DCT- DWT-SVD)的图像水印提高版权保护性能
Adli Azhar Arrasyid, D. Setiadi, M. Soeleman, C. A. Sari, E. H. Rachmawanto
{"title":"Image Watermarking using Triple Transform (DCT- DWT-SVD) to Improve Copyright Protection Performance","authors":"Adli Azhar Arrasyid, D. Setiadi, M. Soeleman, C. A. Sari, E. H. Rachmawanto","doi":"10.1109/ISRITI.2018.8864461","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864461","url":null,"abstract":"One popular security technique used to protect copyright ownership in digital images is image watermarking. Discrete Cosine Transform (DCT) and Discrete Wavelet Transform (DWT) are techniques that are widely studied in the development of watermarking methods. The combination of the two transformations successfully proved to be able to survive well from attacks. But the problem that often arises in the methods used in watermarking is contradictory imperceptibility and robustness. Singular Value Decomposition (SVD) can optimize the robustness and imperceptibility aspects. So in this research watermarking technique is proposed with a combination of the DCT-DWT-SVD method with the aim of optimizing robustness and imperceptibility. The stages that differentiate in this study are the DCT process that is carried out before DWT, while the SVD transformation is done last both in the host and watermark images. It was proven from the results of the experiment that the proposed method was able to withstand various attacks as evidenced by robustness measurements using NC and imperceptibility measurements as evidenced by satisfactory PSNR and MSE results.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"15 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":"127497733","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: 9
[Copyright notice] (版权)
{"title":"[Copyright notice]","authors":"","doi":"10.1109/isriti.2018.8864365","DOIUrl":"https://doi.org/10.1109/isriti.2018.8864365","url":null,"abstract":"","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"33 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":"121899630","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
Software Metrics Classification for Agile Scrum Process: A Literature Review 敏捷Scrum过程的软件度量分类:文献综述
Reni Kurnia, R. Ferdiana, S. Wibirama
{"title":"Software Metrics Classification for Agile Scrum Process: A Literature Review","authors":"Reni Kurnia, R. Ferdiana, S. Wibirama","doi":"10.1109/ISRITI.2018.8864244","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864244","url":null,"abstract":"Software metrics play an important role to measure every attributes and project success in software development context. In the scrum process, there are several events performed on each sprint in order to monitor team performance. Conducting an objective performance measurement in the agile process meet some challenges due to the differences in team preferences and project complexity. This paper discusses the software measurement metrics and their fundamental role in scrum software development life cycle. We review software metrics on scrum context based on 13 selected literatures. Software metrics are grouped by measurement objectives and scrum events goal. We discuss 34 software metrics distributed in scrum events; sprint planning, daily scrum meetings, sprint review and sprint retrospective. Then, we perform a unique classification and provide a set of recommendation software metrics to implement scrum based on entire project management perspectives to conduct a proper performance measurement.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"10 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":"121142474","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
Real-Time Monitoring and Automated Control of Greenhouse Using Wireless Sensor Network: Design and Implementation 基于无线传感器网络的温室实时监测与自动化控制:设计与实现
W. Puspitasari, H. Y. Perdana R
{"title":"Real-Time Monitoring and Automated Control of Greenhouse Using Wireless Sensor Network: Design and Implementation","authors":"W. Puspitasari, H. Y. Perdana R","doi":"10.1109/ISRITI.2018.8864377","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864377","url":null,"abstract":"Nowadays, the population growth increases significantly. Indonesian Statistic Agency in 2010, Indonesian population reaches 237.641.326 million people, and increase to 261.890.900 million people in 2017. Because of the large population number, it is necessary to increase the number of food. In this case, Greenhouse, as a modern technology is used to support the demand. Greenhouse is a modern way (or tools) in a farming technique. Farmers could use the greenhouse with any horticultural plants without considering the season. Wireless sensor network can used to monitor and control the greenhouse's temperature, air humidity as well as soil moisture. Multi-hop routing technique is designed to allow communication among nodes and communication between node and sink node. The BER (Bit Error Rate) value gained is 0.2 or 20% from 1000 times of data transfer with 200 times of error. In this research, NRF24L01 was used as the transmitter and receiver device in this research. The specification is 2.5 meter for maximum range, using a multi-hop routing for the communication, and the output power is 0 dBm. This is intended to minimize the chance of data transfer failures.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","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":"129546218","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: 15
Information as a Service on Cloud Computing Technology: A Review 云计算技术中的信息即服务:综述
Ujang Taryana, A. Fajar, D. N. Utama
{"title":"Information as a Service on Cloud Computing Technology: A Review","authors":"Ujang Taryana, A. Fajar, D. N. Utama","doi":"10.1109/ISRITI.2018.8864468","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864468","url":null,"abstract":"Information as a service (IAS) allows any applications to access all types of information thru using the application interface. A service based on everything or \"anything as a service\" or \"everything as a service\" is a fundamental configuration of developing IAS term that has not been studied comprehensively yet before. Based on systematic review study and also immersed analysis, IAS is proposed as part of the emerging service and specified service in the cloud technology service evolution. Thus, IAS is academically possible to be attached in the cloud service model that is realized in the cloud computing technology.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"29 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":"133806812","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
Pathogenic Bacteria Genus Classification using Support Vector Machine 基于支持向量机的病原菌属分类
Novita Rahmayuna, Dewangga Satriya Rahardwika, C. A. Sari, D. Setiadi, E. H. Rachmawanto
{"title":"Pathogenic Bacteria Genus Classification using Support Vector Machine","authors":"Novita Rahmayuna, Dewangga Satriya Rahardwika, C. A. Sari, D. Setiadi, E. H. Rachmawanto","doi":"10.1109/ISRITI.2018.8864478","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864478","url":null,"abstract":"This research was conducted to classify the pathogen bacteria at the level of the genus of the bacterial image derived from the optical sensor system. The study focused on exploring bacterial patterns and classifying four popular bacteria. The first step is to improve the image quality using the Contrast Limited Adaptive Histogram Equalization (CLAHE) method on the object image so that it can generate the object in the clearer image. The second step is to extract the value of features to be trained using the Support Vector Machine (SVM) method, which includes texture analysis and Zernike Moment Invariant (ZMI). The next stage, selected features will be trained and classified using two kinds of SVM kernels i.e. linear and Radial Basis Function (RBF). Experiments were performed on four pathogenic bacteria such as Escherichia, Listeria, Salmonella, and Staphylococcus. Based on the results of classification experiments using SVM with RBF kernel is superior to Linear kernel that is obtained 90,33% accuracy.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"416 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":"134385751","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: 12
A comparison between evolutionary-algorithms parallelization in CUDA architecture CUDA架构下进化算法并行化的比较
M. Khalily-Dermany, Roya Darabpour
{"title":"A comparison between evolutionary-algorithms parallelization in CUDA architecture","authors":"M. Khalily-Dermany, Roya Darabpour","doi":"10.1109/ISRITI.2018.8864306","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864306","url":null,"abstract":"Evolutionary algorithms try to calculate the best solutions for the complex problems. These algorithms inspire from the existed processes in nature and evolutionary principles. They calculate the optimum solution by iterative processes and searching problem space to find the optimal or near optimal solution. To improve convergence probability to optimal solution and finding the optimum solutions with high precision and accuracy, they utilize a large number of iteration. However, some of the evolutionary algorithms have parallel nature because they search for the population members, separately. Thus, the speed of these algorithms can be increased and consequently the effect of initial population size and repetitions on execution time can be decreased. This paper argues parallelizing on CUDA architecture and compare the speed evolutionary algorithms including particles swarm optimization(PSO), firefly algorithm (FA), bat algorithm (BA) and artificial fish swarm algorithm (AFSA). More clearly, we compare evolutionary algorithms in centralized and parallelized approaches. Evaluations are done by some simulations and results show the various aspects of parallelizing on CUDA framework.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"109 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":"116512617","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信