2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)最新文献

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Air Pressure Detection System on Motorized Vehicle Tires Based on IoT Platform 基于物联网平台的机动车轮胎气压检测系统
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874904
Jacquline Waworundeng, Deva Fernando Tiwow, Lothar Mark Tulangi
{"title":"Air Pressure Detection System on Motorized Vehicle Tires Based on IoT Platform","authors":"Jacquline Waworundeng, Deva Fernando Tiwow, Lothar Mark Tulangi","doi":"10.1109/ICORIS.2019.8874904","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874904","url":null,"abstract":"Tires are one of the main components of a vehicle. Uncontrolled tire conditions make tires flat, which is one of the factors which can cause accidents. Air pressure which does not match the cars standards can cause fatal effects and consequences when driving. Through the designing of this detection system, the air pressure on tires can be monitor. The design of the detection system was carried out using the Prototyping method. The main components used are the MPX5700AP sensor, the Wemos D1 mini microcontroller, the Blynk IoT platform functions as a notification system and Thing Speak functions as a monitoring system. Based on the results of the experiments shown that, when the air pressure value is not on the specified standard, then the Blynk app gives a notification to the user through the Android smartphone. Beside Blynk, ThingSpeak as an IoT platforms complement is used for monitoring purposes which successfully recorded data and displays the air pressure in graphical form.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"426 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130422424","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
A Finite State Machine Model to Determine Syllables of Indonesian Text 印尼语文本音节确定的有限状态机模型
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874889
Hanny Haryanto, Aripin
{"title":"A Finite State Machine Model to Determine Syllables of Indonesian Text","authors":"Hanny Haryanto, Aripin","doi":"10.1109/ICORIS.2019.8874889","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874889","url":null,"abstract":"Syllable segmentation is an important process in the development of realistic visual speech synthesis for the Indonesian language. The process is to determine the syllables in a text by applying certain rules. In this study, we develop a rule-based syllable segmentation to convert Indonesian text into syllables. The rules are represented in the form of a finite state machine (FSM). The FSM model depends on the combination of vowels and consonants. The syllable peak indicated by the sound of a vowel, while the consonant sound represents a syllable valley. In a syllable, there is only a syllable peak, but the syllable valley can be more than one. Therefore, the number of syllables can be determined by looking at the vowels present in a word. The rules can be formulated by looking at the syllable pattern. The pattern can only be a vowel sound, a vowel with a consonant sound, and a vowel with two consonant sounds and others. The evaluation is done by entering Indonesian texts to the FSM model. The result shows that the FSM model could determine the syllables properly.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134383799","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
Object-Oriented Data Flow Diagram Similarity Measurement Using Greedy Algorithm 基于贪心算法的面向对象数据流程图相似性度量
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874895
Firli Irhamn, D. Siahaan
{"title":"Object-Oriented Data Flow Diagram Similarity Measurement Using Greedy Algorithm","authors":"Firli Irhamn, D. Siahaan","doi":"10.1109/ICORIS.2019.8874895","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874895","url":null,"abstract":"Measuring software similarity base on software design artifacts has been one of the research topics in software engineering. Software similarity measurement is used in software reuse, clone detection, and learning assessment. Previous research focus on universal modeling language design artifacts. These design artifacts concern on the semantic and structure of a set of objects within a system and their interaction with themselves and objects outside the system. There are also design artifacts that model how data or information transformed into different forms, sizes, and time. This study focus on developing diagram similarity measurement base on one of those artifacts, i.e., object-oriented data flow diagrams. The measurement uses the greedy approach to calculate the similarity score of two diagrams using four elements derived from elements of object oriented data flow diagram, i.e. external entities, processes, data stores, and classes. The initial experimentation result shows that the proposed diagram similarity measurement is feasible.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132603464","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
Detecting Non-Atomic Requirements in Software Requirements Specifications Using Classification Methods 使用分类方法检测软件需求规范中的非原子需求
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874888
F. Halim, D. Siahaan
{"title":"Detecting Non-Atomic Requirements in Software Requirements Specifications Using Classification Methods","authors":"F. Halim, D. Siahaan","doi":"10.1109/ICORIS.2019.8874888","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874888","url":null,"abstract":"Requirements engineering is the most important stage in software engineering, one of which is to carry out specifications on requirements. Errors that occur at this stage will have a very bad impact on the next stages. A mistake that often occurs is a misunderstanding between stakeholders regarding the document specifications, and this is due to different backgrounds or fields of science. In addition, errors can also occur when making specification documents, for example, there are still non-atomic requirements in the document. Non-atomic requirements are a statement of requirements in which there is not only one element/function of the system. This research was conducted to develop a model that can detect non-atomic requirements in the software specification requirements written in natural languages. The initial stage of this research was to make a list of expert annotations (corpus) containing statements of atomic and non-atomic requirements. This Corpus later used as training data and test data in this study. Based on the corpus created, feature extraction and keyword generation carried out. The best model built in this research was produced by the classification method that used the Bayes Net algorithm. The result of the classification model was evaluated against human annotator using Cohen Kappa. The reliability of the model is considered fair for non-balance data in detecting non-atomic requirements in the software requirements specification. The reliability of the model is considered moderate for balance data in detecting non-atomic requirements.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116251936","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: 11
ICORIS 2019 Author Index ICORIS 2019作者索引
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/icoris.2019.8874922
{"title":"ICORIS 2019 Author Index","authors":"","doi":"10.1109/icoris.2019.8874922","DOIUrl":"https://doi.org/10.1109/icoris.2019.8874922","url":null,"abstract":"","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127181991","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
LTE Practical Optimization Achievements on Throughput in Live Cellular Networks 实时蜂窝网络中吞吐量的LTE实际优化成果
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874877
P. Balis, Mohammad Rasoul Tanhatalab
{"title":"LTE Practical Optimization Achievements on Throughput in Live Cellular Networks","authors":"P. Balis, Mohammad Rasoul Tanhatalab","doi":"10.1109/ICORIS.2019.8874877","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874877","url":null,"abstract":"The continuous growth in mobile broadband subscriptions and the huge increase in data usage demand in recent years drives the efforts for achieving higher throughput in telecom networks. Higher throughput helps users to save time in downloading or uploading their data and also enables them to use applications and services requiring higher data speeds like online gaming and video streaming. Evidence from existing operators shows that when subscribers experience higher throughput, their data usage increases which provide a recurring revenue boost. In addition to enhancing user experience and revenue, network operators make the most efficient usage of their spectrum and infrastructure investments. In this paper, we present practical methods for increasing the throughput in LTE networks. These methods are mostly based on the exploitation of resource management techniques and available optimization schemes. The proposed methods have been tested and deployed in a live mobile network with multi-vendor equipment – Ericsson, Nokia, Huawei, and ZTE.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131250955","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
Heuristics and Metaheuristics Approach for Query Optimization Using Genetics and Memetics Algorithm 基于遗传和模因算法的启发式和元启发式查询优化方法
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874909
Julia Kurniasih, Ema Utami, Suwanto Raharjo
{"title":"Heuristics and Metaheuristics Approach for Query Optimization Using Genetics and Memetics Algorithm","authors":"Julia Kurniasih, Ema Utami, Suwanto Raharjo","doi":"10.1109/ICORIS.2019.8874909","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874909","url":null,"abstract":"Query optimization is one of the important things to make the system can be utilized optimally and minimize the execution time. Heuristics and Metaheuristics Approach using Genetic Algorithm (GA) and Memetics Algorithms (MA) can be used as a way to do optimization. Metaheuristics optimization is developing of the heuristics with applying a local search technique. A Memetics Algorithm (MA) are population-based metaheuristics constitute an extension of the traditional Genetics Algorithm (GA) which is combined with a local search technique. This research will perform the analysis of query optimization using GA and the modified MA which is developing by the combination of GA and Tabu Search (TS) applying on crossover operation. The evaluation is based on the comparison of the execution time of the unoptimized, GA and MA query.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"260 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133496328","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 Detection of Human Blastocyst Quality Using Convolutional Neural Network and Edge Detector 基于卷积神经网络和边缘检测器的人胚泡质量自动检测
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874925
Irmawati, Basari, D. Gunawan
{"title":"Automated Detection of Human Blastocyst Quality Using Convolutional Neural Network and Edge Detector","authors":"Irmawati, Basari, D. Gunawan","doi":"10.1109/ICORIS.2019.8874925","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874925","url":null,"abstract":"IVF (in vitro fertilization) is one type of assisted reproduction technology (ART) that can be a hope for couples with fertility problems (infertility) to get progeny. In supporting the success of IVF, there are several factors that can be an important role the one of which is in determining the quality of the embryo to be implantation. There are several numbers of previous researchers who had conducted research on determining the quality of the embryo but were still assisted by an embryologist and not automatically can detect the grade of embryo quality. In this paper, we propose a Convolutional Neural Network (CNN) model using image processing for detection quality of blastocyst grade with automatically and improve the accuracy. Keras is used for the implementation of CNN. We have tested our model and have been able to achieve a detection accuracy of 64.29% without image pre-processing and 84.62% using image pre-processing with Canny edge detector.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132592198","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
Frame Rate Optimization in Traffic Sign Detection 交通标志检测中的帧率优化
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874911
J. Pratama, Handoko, B. W. Yohanes
{"title":"Frame Rate Optimization in Traffic Sign Detection","authors":"J. Pratama, Handoko, B. W. Yohanes","doi":"10.1109/ICORIS.2019.8874911","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874911","url":null,"abstract":"Traffic sign plays an important role to ensure maximum transportation safety for people. In an Autonomous Vehicle (AV) system, traffic signs help AV to get more familiar with the road conditions and its surrounding. AV employs Artificial Intelligence (AI) for recognizing its surrounding by detecting and classifying the traffic signs. However, AI has a high computational algorithm which takes a lot of time to finish a detection process and therefore produces a low frame rate which may lead to a fatal accident. Meanwhile, the application of a Graphics Processing Unit (GPU) in AI will increase the system's frame rate but requires an expensive cost. This paper proposes an algorithm to increase the frame rate of a traffic sign detection system without an additional GPU. Our approach is to shift the color and shape segmentation systems right before sending the frames to the main system. Since the number of frames with traffic signs typically less than the ones without traffic signs, we can reduce the computation load of the main system, and therefore a higher frame rate will be achieved. We show that the pre-processing system improves the frame rate of the system to reach 19.4 frames per second.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126617202","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
Real-Time Hand Palm Detection and Tracking Augmented Reality Game Using Lucas Kanade Optical Flow Combined with Color Blob Detection 基于Lucas Kanade光流和彩色斑点检测的实时手掌检测与跟踪增强现实游戏
2019 1st International Conference on Cybernetics and Intelligent System (ICORIS) Pub Date : 2019-08-01 DOI: 10.1109/ICORIS.2019.8874892
Padma Nyoman Crisnapati, M. Setiawan, I. G. N. Wikranta Arsa, Putu Devi Novayanti, Made Satria Wibawa, Ketut Gus Oka Ciptahadi
{"title":"Real-Time Hand Palm Detection and Tracking Augmented Reality Game Using Lucas Kanade Optical Flow Combined with Color Blob Detection","authors":"Padma Nyoman Crisnapati, M. Setiawan, I. G. N. Wikranta Arsa, Putu Devi Novayanti, Made Satria Wibawa, Ketut Gus Oka Ciptahadi","doi":"10.1109/ICORIS.2019.8874892","DOIUrl":"https://doi.org/10.1109/ICORIS.2019.8874892","url":null,"abstract":"Games have become an increasingly widespread part of society because of the spread and use of mobile devices. But playing games for a long time can simulate a negative impact on health such as hemorrhoids caused by sitting within a long period. The body's metabolism will decrease due to lack of activity when playing games. Many games on the market today are usually played in a sitting position and only move a finger. But with the development of technology, games can now be played by moving other limbs. One example is to combine the Augmented Reality, Hand Tracking, and Hand Gesturing technology so that players are required to move their limbs, such as hands, head, and body to play the game. The Hand Tracking algorithm used is the Lucas Kanade Optical Flow algorithm combined with Color Blob Detection, while the Convex Hull algorithm is used to recognize Hand Gesture. The results of this study indicate that by applying the above three algorithms for Hand Tracking and Hand Gesturing in Android games, it has a profound effect on lighting and background color, using background colors that contrast with skin color and adequate lighting, Hand Tracking and hand movements can work well.","PeriodicalId":118443,"journal":{"name":"2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)","volume":"395 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126972928","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
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