2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)最新文献_第2页

Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications 分布式分裂学习架构和物联网应用中的半监督学习

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092050

Mahdi Barhoush, Ahmad Ayad, A. Schmeink

引用次数: 2

Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures 基于性能的导航程序中态势感知和自动化的评估

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10091986

C. Morales, S. Moral

{"title":"Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures","authors":"C. Morales, S. Moral","doi":"10.1109/ISADS56919.2023.10091986","DOIUrl":"https://doi.org/10.1109/ISADS56919.2023.10091986","url":null,"abstract":"PBN (Performance-Based Navigation) implies an increase in the automation of air operations, in the context of the current evolution of flight trajectories that are based on a flexible definition of route waypoints, to enable the implementation of TBO (Trajectory-Based Operations) and trajectory negotiation, all under the umbrella of SWIM (System-Wide Information Management). From a general perspective, automation has a positive impact on flight safety, contributing to the reduction of flight crew workload. However, in the particular case of PBN turns, there are cases where pilots are not aware of the type of turns that their aircraft perform. There is a risk of an automation bias leading to situations where the crew perceive that it is not their responsibility to start a turn or to monitor the conditions that drive the autopilot behaviour. In the context of a research line that aims to apply Bayesian networks to SA (Situation Awareness) measurement, we have designed an experiment to assess automation in a simulated PBN departure procedure, intending to collect data that are relevant to analyze the automation bias problem and rate SA using logistic regression.","PeriodicalId":412453,"journal":{"name":"2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120934391","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

Resilient Streamlines Optimization for Baby Carriages 婴儿车弹性流线优化

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092040

X. Zeng, Yexin Guo, Peiran Ying, Siyu Ai

引用次数: 0

A Unified Deep Learning Diagnostic Architecture for Big Data Healthcare Analytics 用于大数据医疗保健分析的统一深度学习诊断架构

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092137

Sarah Shafqat, Zahid Anwar, Qaisar Javaid, H. F. Ahmad

{"title":"A Unified Deep Learning Diagnostic Architecture for Big Data Healthcare Analytics","authors":"Sarah Shafqat, Zahid Anwar, Qaisar Javaid, H. F. Ahmad","doi":"10.1109/ISADS56919.2023.10092137","DOIUrl":"https://doi.org/10.1109/ISADS56919.2023.10092137","url":null,"abstract":"Healthcare automation is evolving rapidly as can been seen in the recent popularity of e-health or digital health systems. The massive amount of health related data produced by these systems has given rise to the field of health informatics. The World Health organization (WHO) decomposes SMARThealth as Standards-based, Machine-readable, Adaptive, Requirementsbased, and Testable, and provides guidelines for digital health. Heterogeneous and big health data health that flows into the cloud requires considerations for uniformity of structure to allow for interoperability and generalizability for universal use and analysis. This research proposes a deep-learning architecture for disease diagnosis that considers Diabetes Mellitus (DM) as a case study. Three corpuses containing DM patient data are considered which are prepared and processed using extensive data warehousing techniques and labeled with ICD-10-CM diagnostic codes. Extraction of desired health data is through a unified data model for healthcare that is in compliance with HL7 FHIR v4.0 schema. Our contributions are two-fold: First, three big data cloud analytical models are proposed and validated on the unified corpora and second the maximum possible diseases specific to a single or multiple DM patients have been diagnosed with a 100% accuracy using deep multinomial/multi-label distribution learning (DMDL).","PeriodicalId":412453,"journal":{"name":"2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126416350","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

Intrusion Detection System for Industrial Control Systems Based on Imbalanced Data 基于不平衡数据的工业控制系统入侵检测系统

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092008

Xinrui Dong, Y. Lai

{"title":"Intrusion Detection System for Industrial Control Systems Based on Imbalanced Data","authors":"Xinrui Dong, Y. Lai","doi":"10.1109/ISADS56919.2023.10092008","DOIUrl":"https://doi.org/10.1109/ISADS56919.2023.10092008","url":null,"abstract":"The integration of industrialization and informatization has exposed industrial control systems (ICSs) to increasingly serious security challenges. Currently, the mainstream method to protect the security of ICSs is intrusion detection system (IDS) based on deep-learning. However, these methods depend on a massive amount of high-quality data. Owing to the characteristics and protocol limitations, ICSs data usually experience low-quality and data imbalance problems, which significantly affects the accuracy of IDS.In this study, an IDS for ICS that combines data expansion algorithm and CNN was proposed. A novel normalized neighborhood weighted convex combined random sample (NNW-CCRS) oversampling algorithm was designed, which automatically attenuates the effects of noise and expanding imbalanced data to produce balanced ICS datasets. By reducing the impact of imbalanced ICS data on IDSs, our system effectively protects the security of ICS. Secure Water Treatment dataset (SWaT) was used for experimental validation. The experimental results confirmed that the accuracy of the proposed system improved by approximately 20%, compared to the ICS without data expansion.","PeriodicalId":412453,"journal":{"name":"2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116946974","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

Design of a Soft Gripper Hand for a Quadruped Robot 四足机器人软抓取手的设计

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10091976

J. Gonzalez, J. Poza, Jacobo Robles, Hiram Ponce, J. Brieva, E. Moya-Albor

{"title":"Design of a Soft Gripper Hand for a Quadruped Robot","authors":"J. Gonzalez, J. Poza, Jacobo Robles, Hiram Ponce, J. Brieva, E. Moya-Albor","doi":"10.1109/ISADS56919.2023.10091976","DOIUrl":"https://doi.org/10.1109/ISADS56919.2023.10091976","url":null,"abstract":"This work aims to solve a current balancing problem for a quadruped robot by proposing a soft gripper. The main problem for the project is the lack of modules to make a quadruped robot walk through tough environments, which is designed to help in accidents to look for people and maintenance in factories. Viable solutions for the main body were found with a look alike chameleon robot. With that premise, the goal for the chameleon robot is to have a capable of moving through difficult surfaces and to have enough movement so to get better results in the displacement. To fulfill this requirement, the proposed key idea presented here is to design a gripper capable of helping the main body to achieve difficult places being as safe as possible. Furthermore, the gripper is an actual module for the main robot, and should be easy to substitute and build, in case it is needed in other situations. Because of that, the gripper is designed with the help of soft robotics. Experimental results in lab show the effectiveness of the soft gripper. We anticipate this system will help the robot to use the force effectively through each step.","PeriodicalId":412453,"journal":{"name":"2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)","volume":"237 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116884582","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

Innovation by Connecting People, Skill, and Value: A Community Platform for Collaborative Job Hunting 连接人、技能和价值的创新:协作求职的社区平台

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092110

Namiko Saito, Peizhi Zhang, Hiroaki Hayashi, S. Sugano, K. Mori

{"title":"Innovation by Connecting People, Skill, and Value: A Community Platform for Collaborative Job Hunting","authors":"Namiko Saito, Peizhi Zhang, Hiroaki Hayashi, S. Sugano, K. Mori","doi":"10.1109/ISADS56919.2023.10092110","DOIUrl":"https://doi.org/10.1109/ISADS56919.2023.10092110","url":null,"abstract":"These days, value structure and social structure are changing with the background of immigration, globalization, and diversification. In many countries, such as Japan, a foreign workforce is introduced due to ageing citizens and labour shortages. Such diversification would be a great opportunity to create innovation. Innovation is often achieved when ideas from different perspectives synergize with each other. In this paper, we focus on the job hunting scene and suggest recruiting diverse and cooperative teams as one form of recruitment. Conventional job-hunting services and Social networking services (SNSs) are limited to matching labour supply and demand or attracting people with similar values. To help build and recruit diverse and cooperative teams, we propose a system to build a platform to connect people with different backgrounds, skills, and values and promote their cooperation. With the system, job hunters could find a team where members can leverage each other’s strengths and compensate for each other’s weaknesses. Furthermore, companies could effectively evaluate the diversity and cooperativeness of teams for hiring decisions. The evaluation scenario demonstrated that the proposed system could increase both job hunter and recruiter satisfaction levels and social impact.","PeriodicalId":412453,"journal":{"name":"2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)","volume":"8 Suppl 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123083253","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

Preliminary Feasibility Study of Quantum Key Distribution for Future Air Traffic Management Systems 未来空中交通管理系统量子密钥分配的初步可行性研究

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092072

N. Kanada, Xiaodong Lu

引用次数: 0

Emotion monitoring sensor network using a drive recorder 情感监测采用传感器网络驱动记录仪

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092139

Jinshan Luo, Haruka Yoshimoto, Yuki Okaniwa, Y. Hiramatsu, Atsushi Ito, Madoka Hasegawa

引用次数: 0

Portable Device for Monitoring the Respiratory Rate in Home Conditions 用于监测家庭呼吸频率的便携式装置

2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2023-03-15 DOI: 10.1109/ISADS56919.2023.10092089

Sergio Alejandro Arizmendi Flores, Carlos Contreras Fernandez Del Castillo, Diego Santiago Solana Carreón, Sebastián Zenteno Barreiro, J. Brieva, Hiram Ponce, E. Moya-Albor

{"title":"Portable Device for Monitoring the Respiratory Rate in Home Conditions","authors":"Sergio Alejandro Arizmendi Flores, Carlos Contreras Fernandez Del Castillo, Diego Santiago Solana Carreón, Sebastián Zenteno Barreiro, J. Brieva, Hiram Ponce, E. Moya-Albor","doi":"10.1109/ISADS56919.2023.10092089","DOIUrl":"https://doi.org/10.1109/ISADS56919.2023.10092089","url":null,"abstract":"During the last decades, technological advances have escalated at astronomical levels. One of the fields where technology has proven to be the most beneficial is in medicine. The vital signs monitoring is one of the medical areas with greater advances. Despite this technological advance in monitoring vital signs, heart rate and oxygen saturation are the ones that continue to be most used in diagnosis to the detriment of respiratory rate (RR) in medical and non medical environments. In this work we propose a preliminary contact device easy to use in non medical environments for monitoring, measuring and recording the RR. We test our device in controlled conditions in five healthy subjects. Accuracy will be computed through comparison of a visible estimation of the RR and the acquired data. The obtained mean PE% is less than 6% in normal conditions of utilisation for the experiments. Overall, our device has proven a reliable tool for RR measurement in this preliminary version.","PeriodicalId":412453,"journal":{"name":"2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125735446","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