2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)最新文献_第6页

Self-Adaptive Ensemble-based Differential Evolution with Enhanced Population Sizing 基于种群规模增强的自适应集成差分进化

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320767

Haldi Budiman, Shir Li Wang, F. Morsidi, Theam Foo Ng, Siew Chin Neoh

{"title":"Self-Adaptive Ensemble-based Differential Evolution with Enhanced Population Sizing","authors":"Haldi Budiman, Shir Li Wang, F. Morsidi, Theam Foo Ng, Siew Chin Neoh","doi":"10.1109/ICORIS50180.2020.9320767","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320767","url":null,"abstract":"Differential Evolution (DE) a branch of Evolutionary Algorithm (EA) is recently prominently sough after in teerms of global optimization purpose. The pinpointed issues for this work sheds light on its impact towards population diversity and dimension size. In retrospect of balance incorporation among exploration and exploitation capability, DE emphasizes on preference of control parameters. The algorithm scheme, known as self-adaptive ensemble-based differential evolution with enhanced population sizing (SAEDE- EP), is compared to self-adaptive ensemble-based DE (SAEDE). The SAEDE-EP algorithm is proposed to minimize user setting and exhausting trial-and-error procedure for appropriately configuring scale factor, crossover rate, mutation strategy, and population size. In SAEDE-EP, an ensemble is used to trigger the change of diversity in population when the best solutions between generations have been stagnant for a certain period. The performance is appraised based on 26 benchmark functions comprising on 8 low dimensions and 18 high dimensions. Experimental results indicate that SAEDE-EP achieves maximum success rate with better efficiency in 24 out of the 26 benchmark functions.","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128824323","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

Dietary Habits for Toddler Growth using Particles Swarm Optimization Algorithms 使用粒子群优化算法的幼儿生长饮食习惯

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320841

Queenisti Dyah Ayu Sulistiani, Budhi Irawan, C. Setianingsih

{"title":"Dietary Habits for Toddler Growth using Particles Swarm Optimization Algorithms","authors":"Queenisti Dyah Ayu Sulistiani, Budhi Irawan, C. Setianingsih","doi":"10.1109/ICORIS50180.2020.9320841","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320841","url":null,"abstract":"The age grouping of children used in the health program at the Indonesian Ministry of Health, the term baby (0 to less than one year), toddler (1 to 3 years), and preschool (3 to 5 years). Giving the wrong food to children can cause children to experience malnutrition. The danger of malnutrition in children for a long time can cause stunting. Stunting is a condition of growth failure in children (body and brain growth) due to a lack of nutrition for a long time. Thus, the child is shorter than normal children his age and has a delay in thinking. Malnourished children do not only have an impact on health complaints in the future. But it also makes children unable to grow optimally, thus interfering with their productivity when they grow up. Nutritional needs are an important factor during a child's growth period. In preparing a diet, you must pay attention to a balanced and varied menu, including the type of food in an appropriate amount. To meet the body's nutritional needs for the maintenance of cells in the body and the process of child development. Therefore, an application was created that can provide a combination of menus and dietary patterns for toddler and preschool age. This application uses the Particle Swarm Optimization algorithm in finding the best menu combination according to the child's age and physical condition. The results obtained in this study are dietary suggestions for toddlers and preschool age. The system test results have an accuracy of 90%.","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117343088","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

Intrusion Detection System using Genetic Algorithm and K-NN Algorithm on Dos Attack 基于遗传算法和K-NN算法的Dos攻击入侵检测系统

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320822

Muhammad Fauzi, A. T. Hanuranto, C. Setianingsih

引用次数: 5

Health Monitoring with Artificial Intelligence 使用人工智能进行健康监测

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320793

B. Soewito, Devinca Limto, Christina Yuanita, Vincent, Noprianto

{"title":"Health Monitoring with Artificial Intelligence","authors":"B. Soewito, Devinca Limto, Christina Yuanita, Vincent, Noprianto","doi":"10.1109/ICORIS50180.2020.9320793","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320793","url":null,"abstract":"Health is very important, but many people do not care about health. In developing countries, public awareness of the importance of health is minimal. This is because some people cannot easily consult a doctor about their health problems due to limited time, money, and much more. Time and money can be an obstacle for someone when they want to run routine health checks, especially for someone who has a busy schedule. We have developed an artificial intelligence-based application that can be used by people to accurately check their health from the symptoms provided by the user. People also usually did not have enough time to have a medical check-up in the hospital. What if there is a place where we can find about health problem just by entering symptoms or just scanning an ECG or you can check whether the prescribed medicine is supposed to be used the way you are told to. Such a problem can be solved by using medical chatbot by giving proper guidance regarding healthy living. This application is also designed to be easy to use anywhere and anytime with the hope that public awareness about health will get better.","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"191 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133395335","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

A Prototype of Indoor Hazard Detection System using Sensors and IoT 基于传感器和物联网的室内危害检测系统原型

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320809

Jacquline Waworundeng, Micha Adeleid Tisyana Kalalo, Daniel Putra Yudha Lokollo

{"title":"A Prototype of Indoor Hazard Detection System using Sensors and IoT","authors":"Jacquline Waworundeng, Micha Adeleid Tisyana Kalalo, Daniel Putra Yudha Lokollo","doi":"10.1109/ICORIS50180.2020.9320809","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320809","url":null,"abstract":"Dangerous conditions can occur anywhere and anytime even in an indoor environment. Some of the hazardous situations could come from harmful gases, fires, earthquakes, abnormal temperatures and humidity. The purpose of this research is to design and implement a simple prototype as an early warning system in terms to raise human awareness about the possibilities of hazardous conditions, especially inside the room. This research is based on the Spiral method which has the iterative and systematic prototyping properties of the waterfall model. The main components of the prototype are temperature and humidity sensor, smoke sensor, flame sensor, Gyroscope, Accelerometer, Wemos D1 board, and Blynk IoT platform. Those components were set up to build a system which connected to a smartphone as a user interface which intended to monitor the stimulus in the indoor environment while performing any detection and alertness function when various hazardous conditions are detected. The Blynk apps which installed and set up on the user smartphone could display the gauge values and graph read from each sensor in real-time and also pop-up message notifications as an alert when a potentially dangerous condition is detected. The system also provided direct notifications through LEDs indicators and voice alerts for each hazardous condition, to give early warnings to the people inside the room or building so that they can avoid or minimize the effects of any potentially dangerous situations. The system was tested and well function according to the research purpose.","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127583905","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

Determination of Rice Quality Using the K-Means Clustering Method k均值聚类法测定稻米品质

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320839

M. R. Fahlevi, D. Putri, Fetty Ade Putri, Maulia Rahman, Lahmudin Sipahutar, Muhatri Muhatri

引用次数: 1

Convolutional Neural Network (CNN) for Image Classification of Indonesia Sign Language Using Tensorflow 卷积神经网络(CNN)使用Tensorflow对印度尼西亚手语进行图像分类

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320810

O. Kembuan, Gladly Caren Rorimpandey, Soenandar Milian Tompunu Tengker

{"title":"Convolutional Neural Network (CNN) for Image Classification of Indonesia Sign Language Using Tensorflow","authors":"O. Kembuan, Gladly Caren Rorimpandey, Soenandar Milian Tompunu Tengker","doi":"10.1109/ICORIS50180.2020.9320810","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320810","url":null,"abstract":"Sign language is a communication system that consists of a set of written symbols or characters for speech and hearing-impaired society to communicate with other people. Understanding sign language is challenging because it requires memorizing hand poses and gestures. This suggests a demand for an automatic sign language recognition system that allows everyone to understand this language. In this research, we have used the Convolutional Neural Network (CNN) Architecture and Tensorflow library to build the model image of classification. Indonesian Sign Language (BISINDO) dataset is used as the data source, which contains 2659 images of Indonesian Sign Language (BISINDO) twenty-six (26) letter categories. The images are divided into training and validation datasets. The experimental results show that the model has achieved an accuracy of 96.67% on the training dataset, and an accuracy of 100% for the validation dataset. In the image classification phase, we uploaded multiple images of alphabet characters and got the result of 100% accuracy for each alphabet character.","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116073403","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

Modeling of E-Commerce Supply Chains Mobile Application 电子商务供应链移动应用建模

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320757

Tri Pujadi, B. Simamora, Vikas Kumar, Yosafati Hulu, Tumar, Wihendro

{"title":"Modeling of E-Commerce Supply Chains Mobile Application","authors":"Tri Pujadi, B. Simamora, Vikas Kumar, Yosafati Hulu, Tumar, Wihendro","doi":"10.1109/ICORIS50180.2020.9320757","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320757","url":null,"abstract":"The purpose of this research is to design a Supply Chain Management application based on mobile devices as an intermediary between farmers, producers, and consumers. The first step is identifying issues related to the parties. The methods of analysis using the Business Model Canvas for identifying business process requirements. The results of the analysis used a mapping of the system's design features and finally the design method of an information system based on mobile devices using UML diagrams. Through the Supply Chain, the channel will be organized more effectively and the company will in turn be more competitive. This application framework is built into two parts, namely the front-end and back-end. The front-end can be used by customers by accessing it through a smartphone. The back-end section can be accessed using a machine by the Coffee for sale admin. Maintaining cooperation with institutions linked to the agricultural sector, particularly the coffee industry. To improve the Coffee for sale application user interface in order to increase the ease of interaction between sellers and consumers. Production","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116836723","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

ICORIS 2020 Reviewers

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/icoris50180.2020.9320826

引用次数: 0

People Under Surveillance Tracker Prototype Development with Bluetooth Low Energy to Suppress the Covid-19 Spread 低功耗蓝牙监控追踪器原型开发抑制Covid-19传播

2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2020-10-27 DOI: 10.1109/ICORIS50180.2020.9320763

F. S. Utomo, Wiga Maulana Baihaqi, Dwi Ayu Mutiara, Nandang Hermanto, Rizqi Aulia Widianto

{"title":"People Under Surveillance Tracker Prototype Development with Bluetooth Low Energy to Suppress the Covid-19 Spread","authors":"F. S. Utomo, Wiga Maulana Baihaqi, Dwi Ayu Mutiara, Nandang Hermanto, Rizqi Aulia Widianto","doi":"10.1109/ICORIS50180.2020.9320763","DOIUrl":"https://doi.org/10.1109/ICORIS50180.2020.9320763","url":null,"abstract":"The new coronavirus has infected people around the world. In cases or reports relating to the coronavirus, there are many terms or diction used by the Indonesian government, one of which is ODP (Insider Monitoring). Unsupervised ODP is one of the reasons for the increasing number of positive cases of COVID-19. Based on existing references, there are no studies that develop applications to monitor ODP. So that we will build a mobile-based ODP TRACKING prototype that aims to prevent the COVID-19 that can be caused by ODP by using the Rapid Application Development (RAD) methodology. The ODP Tracker application requires users such as the community, COVID-19 Village Handling Task Force, puskesmas, sub-district & district handling units, and the system administrator. Each of these users has a different role in the application but is related to one another. Several prototypes of the ODP Tracker application interface are shown in this study, including the Registration form interface, the ODP tracking interface, and the ODP report interface. The ODP Tracker application prototype can help the government or Covid-19 handling officers in Indonesia to track and monitor the whereabouts and conditions of people with ODP status.","PeriodicalId":280589,"journal":{"name":"2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122705487","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