发布求助
文献互助 智能选刊 最新文献

Journal of The Korean Institute of Intelligent Systems最新文献

筛选
英文 中文
BeSCL: Better Semi-supervised and Contrastive Learning for graph node classification BeSCL:更好的半监督和对比学习用于图节点分类
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-08-31 DOI: 10.5391/jkiis.2023.33.4.287
Ho-Seung Kim, Hyo-Jun Kim, Jun-Su Choi, Jee-Hyong Lee
{"title":"BeSCL: Better Semi-supervised and Contrastive Learning for graph node classification","authors":"Ho-Seung Kim, Hyo-Jun Kim, Jun-Su Choi, Jee-Hyong Lee","doi":"10.5391/jkiis.2023.33.4.287","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.4.287","url":null,"abstract":"그래프 노드 분류 문제를 해결하기 위해 많은 준지도 및 비지도 학습 방법들이 연구되고 있다. 특히 레이블 정보가 부족한 상황을 많이 해결하고자 하는데, 우리는 이를 해결하고자 레이블 정보를 이용한 데이터 증강과 대조 학습을 결합한 BeSCL(Better Semi-supervised and Contrastive Learning) 이라는 새로운 알고리즘을 제안한다. BeSCL은 준지도 학습 환경에서 진행되며, 그래프에 데이터 증강을 적용하여, 새로운 그래프 데이터를 만들고 이를 비지도 학습 환경에서 이용되는 대조 학습을 이용하여 학습한다. 실험결과, BeSCL은 데이터 양에 관계 없이 강건한 성능을 보이며, 기존 노드 분류 방법론 대비 더 뛰어난 성능을 보인다.","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135987720","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
Analysis of Information Distribution Capability of Low Earth Orbit Satellite Communication Network Using Simulation 基于仿真的低地球轨道卫星通信网络信息分配能力分析
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-08-31 DOI: 10.5391/jkiis.2023.33.4.351
Hanwoo Lee, Gunwoo Park, Suhwan Kim, Dongwoo Kim
{"title":"Analysis of Information Distribution Capability of Low Earth Orbit Satellite Communication Network Using Simulation","authors":"Hanwoo Lee, Gunwoo Park, Suhwan Kim, Dongwoo Kim","doi":"10.5391/jkiis.2023.33.4.351","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.4.351","url":null,"abstract":"미래 육군은 인공지능, 드론봇, 워리어플랫폼이 결합된 Army TIGER 체계로 발전될 것이다. Army TIGER 체계에서는 지상, 해상, 공중의 모든 무기체계가 연결되어 전 영역의 전력이 통합된다. 이를 뒷받침하기 위해서는 저궤도위성통신망이 필수적이며, 미래 전장환경에서 저궤도위성통신에 대한 네트워크 트래픽 분석 연구가 필요하다. 본 논문의 목적은 육군 지능정보단의 데이터를 기반으로 기존 정보교환요구량(IER, Information Exchange Requirement)을 최신화하고, 이를 활용하여 저궤도위성통신의 정보유통능력을 제시하는 것이다. Army TIGER에서 제시하는 군단급 부대를 대상으로 M&S를 통해 저궤도위성통신망의 정보유통능력을 상세히 분석한다. 전장에서 정보를 유통하는 체계의 IER, 네트워크 트래픽 총량, 네트워크평균 트래픽량, 피크 트래픽, 트래픽이 집중되는 시간, 트래픽 링크의 특성 등에 대한 시뮬레이션 결과를 제시한다. 본 연구결과가 군 저궤도위성통신의 개념설계와 소요량을 산출할 때 기초자료로 활용되기를 기대한다.","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135989716","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 of Convolutional Neural Networks using Low-cost FPGAs 用低成本fpga实现卷积神经网络
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-08-31 DOI: 10.5391/jkiis.2023.33.4.309
Man-Soo Han
{"title":"Implementation of Convolutional Neural Networks using Low-cost FPGAs","authors":"Man-Soo Han","doi":"10.5391/jkiis.2023.33.4.309","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.4.309","url":null,"abstract":"","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135989770","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
Stroke Diagnosis Early Symptoms Application using Deep Learning and XGBoost 基于深度学习和XGBoost的脑卒中早期症状诊断应用
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-08-31 DOI: 10.5391/jkiis.2023.33.4.376
Jeong-Hyun Noh, Wang-Su Jeon, Sang-Yong Rhee
{"title":"Stroke Diagnosis Early Symptoms Application using Deep Learning and XGBoost","authors":"Jeong-Hyun Noh, Wang-Su Jeon, Sang-Yong Rhee","doi":"10.5391/jkiis.2023.33.4.376","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.4.376","url":null,"abstract":"본 논문은 얼굴영상에서 입술영역을 분할한 후, 입술의 특징점을 이용하여 뇌졸중 전조증상의 유무를 판단하는 것이다. 입술 영역의 분할을 위해 의미론적 영상분할 모델인 UNet과 FCN을 사용하였는데, 이때에 백본망으로 VGGNet16, ResNet101, DenseNet121을 사용하였다. 실험결과 DenseNet121을 사용한 UNet의 mIoU가 92.5%로 가장 높았다. 그리고 입술영영 특징맵을 이용하여 뇌졸중 진단은 XGBoost를 사용한 결과 98.8%로 가장 높았다. 이 결과는 기존의 뇌졸중 진단 방법들 보다 정확도가 7.74~10.8% 향상된 것이다.","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135987722","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
Development of a Health Care Service Robot for the Old Man on Ethical Decision Making System 基于伦理决策系统的老年人医疗服务机器人的开发
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-06-30 DOI: 10.5391/jkiis.2023.33.3.197
Young-Lim Choi, Sang-Hyun Jeong, Jong-Wook Kim
{"title":"Development of a Health Care Service Robot for the Old Man on Ethical Decision Making System","authors":"Young-Lim Choi, Sang-Hyun Jeong, Jong-Wook Kim","doi":"10.5391/jkiis.2023.33.3.197","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.3.197","url":null,"abstract":"본 논문은 노인 돌봄 서비스를 제공하는 과정에서 인간의 존엄성과 자율성, 그리고 사생활을 침해하는 상황에서 발생하는 사용자의 불편함과 윤리적 문제를 해결하는 데 필요한 상황에 따라 대응할 수 있는 윤리적 판단 알고리즘을 연구하고, 이 알고리즘을 적용한 Dori 로봇을 구현하는 논문이다. Dori는 Turtlebot3 Waffle Pi 로봇 플랫폼을 기반으로 자율주행을 위한 2D 360° LiDAR, 사용자 식별과 서비스 동작을 위한 Intel RealSense 카메라, 사용자와 상호작용을 위한 7인치 터치스크린 LCD와 무지향성 마이크를 탑재하고 있으며, ROS(Robot Operating System) 기반으로 구동한다. 윤리적 판단 알고리즘이 적용된 기능은 크게 세 부분으로 나뉘며 각 기능은 요양보호사와 간호사, 의사로 이루어진 전문가 집단과의 설문조사 및 자문을 통해 만들어졌으며 로봇 윤리에 대한 IRB를 진행하고 완료했다. 본 논문에서는 Dori의 하드웨어 구성부터 기능, 구동 방법을 설명하며, 인권 또는 사생활 침해 상황에서 인공지능 에이전트가 어떠한 메커니즘에 따라 윤리적 의사결정을 하고, 그 과정을 사용자에게 어떻게 설명할 수 있을지에 대한 방법을 제안한다.","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136154194","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
Detection of Melanoma Skin Cancer Using Convolutional Neural Network Models 使用卷积神经网络模型检测黑色素瘤皮肤癌
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-06-30 DOI: 10.5391/jkiis.2023.33.3.228
Yongsoo Kim, WooSung Jo, SeungMin O, HyoEun Cho, YongSeon Baek
{"title":"Detection of Melanoma Skin Cancer Using Convolutional Neural Network Models","authors":"Yongsoo Kim, WooSung Jo, SeungMin O, HyoEun Cho, YongSeon Baek","doi":"10.5391/jkiis.2023.33.3.228","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.3.228","url":null,"abstract":"","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"20 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91427480","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
Development of Real-Time Bias Correction Model for High-Resolution Weather Forecast Information of Mountainous Terrain Using Artificial Neural Network 基于人工神经网络的山区高分辨率天气预报信息实时偏置校正模型的建立
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-06-30 DOI: 10.5391/jkiis.2023.33.3.249
Hyeong-Se Jeong, Sang-Sam Lee, Yong-Hee Lee, Y. Seo
{"title":"Development of Real-Time Bias Correction Model for High-Resolution Weather Forecast Information of Mountainous Terrain Using Artificial Neural Network","authors":"Hyeong-Se Jeong, Sang-Sam Lee, Yong-Hee Lee, Y. Seo","doi":"10.5391/jkiis.2023.33.3.249","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.3.249","url":null,"abstract":"","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84590434","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
Development of A Drone-Based Monitoring System for Asphalt Road Cracks and Potholes: An Application to the Busan New Port 基于无人机的沥青路面裂缝和坑洼监测系统的开发:在釜山新港的应用
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-06-30 DOI: 10.5391/jkiis.2023.33.3.260
Eun-Se-Sang Jo, S. Baek, Alex Kim, Jun-Bong Jang, Jaeho Choi, Jong-Wook Kim
{"title":"Development of A Drone-Based Monitoring System for Asphalt Road Cracks and Potholes: An Application to the Busan New Port","authors":"Eun-Se-Sang Jo, S. Baek, Alex Kim, Jun-Bong Jang, Jaeho Choi, Jong-Wook Kim","doi":"10.5391/jkiis.2023.33.3.260","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.3.260","url":null,"abstract":"","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90366098","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 note on interval-valued generalized fuzzy integral representation 区间值广义模糊积分表示的一个注记
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-06-30 DOI: 10.5391/jkiis.2023.33.3.207
Hyun-Mee Kim
{"title":"A note on interval-valued generalized fuzzy integral representation","authors":"Hyun-Mee Kim","doi":"10.5391/jkiis.2023.33.3.207","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.3.207","url":null,"abstract":"","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81929813","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 Study on Indoor and Outdoor Classification of Portable Air Quality Meter 便携式空气质量监测仪室内外分类研究
Journal of The Korean Institute of Intelligent Systems Pub Date : 2023-06-30 DOI: 10.5391/jkiis.2023.33.3.268
Jinyong Kim, Eunkyeong Kim, Baekcheon Kim, Sungshin Kim
{"title":"A Study on Indoor and Outdoor Classification of Portable Air Quality Meter","authors":"Jinyong Kim, Eunkyeong Kim, Baekcheon Kim, Sungshin Kim","doi":"10.5391/jkiis.2023.33.3.268","DOIUrl":"https://doi.org/10.5391/jkiis.2023.33.3.268","url":null,"abstract":"","PeriodicalId":17349,"journal":{"name":"Journal of The Korean Institute of Intelligent Systems","volume":"31 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72634339","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
首页 上一页 下一页 尾页
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
现在去查看 取消
×
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：481959085
Book学术官方微信