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Lane Line Detection Based on Improved PINet 基于改进PINet的车道线检测
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.113005
Xueyan Jiao, Yiqiao Lin, Lei Zhao
{"title":"Lane Line Detection Based on Improved PINet","authors":"Xueyan Jiao, Yiqiao Lin, Lei Zhao","doi":"10.4236/jcc.2023.113005","DOIUrl":"https://doi.org/10.4236/jcc.2023.113005","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70936057","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
Artificial Intelligence Self-Organising (AI-SON) Frameworks for 5G-Enabled Networks: A Review 支持5g网络的人工智能自组织(AI-SON)框架:综述
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.114003
D. K. Dake
{"title":"Artificial Intelligence Self-Organising (AI-SON) Frameworks for 5G-Enabled Networks: A Review","authors":"D. K. Dake","doi":"10.4236/jcc.2023.114003","DOIUrl":"https://doi.org/10.4236/jcc.2023.114003","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70936311","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
A Method to Improve the Accuracy of Personal Information Detection 一种提高个人信息检测准确性的方法
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.116010
Chih-Chieh Chiu, Chu-Sing Yang, C. Shieh
{"title":"A Method to Improve the Accuracy of Personal Information Detection","authors":"Chih-Chieh Chiu, Chu-Sing Yang, C. Shieh","doi":"10.4236/jcc.2023.116010","DOIUrl":"https://doi.org/10.4236/jcc.2023.116010","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70937378","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 Improved Particle Filter Map Matching Algorithm for Personal Inertial Positioning 一种改进的粒子滤波映射匹配算法用于个人惯性定位
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.116007
Xiaolong Zhang, Tao Zhou, Jing Wang, Tao Wang, H Zhao
{"title":"An Improved Particle Filter Map Matching Algorithm for Personal Inertial Positioning","authors":"Xiaolong Zhang, Tao Zhou, Jing Wang, Tao Wang, H Zhao","doi":"10.4236/jcc.2023.116007","DOIUrl":"https://doi.org/10.4236/jcc.2023.116007","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70937516","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
The Simplest Possible Fully Correct Solution of the Clay Millennium Problem about P vs. NP. A Simple Proof That P ≠ NP = EXPTIME 关于P与NP的Clay千年问题的最简单可能的完全正确解。P≠NP = EXPTIME的一个简单证明
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.118013
K. Kyritsis
{"title":"The Simplest Possible Fully Correct Solution of the Clay Millennium Problem about P vs. NP. A Simple Proof That P ≠ NP = EXPTIME","authors":"K. Kyritsis","doi":"10.4236/jcc.2023.118013","DOIUrl":"https://doi.org/10.4236/jcc.2023.118013","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70939206","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
ISO25000-Related Metrics for Evaluating the Quality of Complex Information Systems 评价复杂信息系统质量的iso25000相关指标
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.119002
Antonia Stefani, Bill Vassiliadis
{"title":"ISO25000-Related Metrics for Evaluating the Quality of Complex Information Systems","authors":"Antonia Stefani, Bill Vassiliadis","doi":"10.4236/jcc.2023.119002","DOIUrl":"https://doi.org/10.4236/jcc.2023.119002","url":null,"abstract":"Evaluating complex information systems necessitates deep contextual knowledge of technology, user needs, and quality. The quality evaluation challenges increase with the system’s complexity, especially when multiple services supported by varied technological modules, are offered. Existing standards for software quality, such as the ISO25000 series, provide a broad framework for evaluation. Broadness offers initial implementation ease albeit, it often lacks specificity to cater to individual system modules. This paper maps 48 data metrics and 175 software metrics on specific system modules while aligning them with ISO standard quality traits. Using the ISO25000 series as a foundation, especially ISO25010 and 25012, this research seeks to augment the applicability of these standards to multi-faceted systems, exemplified by five distinct software modules prevalent in modern information ecosystems.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135595702","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
Toward Artificial General Intelligence: Deep Reinforcement Learning Method to AI in Medicine 走向通用人工智能:医学人工智能的深度强化学习方法
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.119006
Daniel Schilling Weiss Nguyen, Richard Odigie
{"title":"Toward Artificial General Intelligence: Deep Reinforcement Learning Method to AI in Medicine","authors":"Daniel Schilling Weiss Nguyen, Richard Odigie","doi":"10.4236/jcc.2023.119006","DOIUrl":"https://doi.org/10.4236/jcc.2023.119006","url":null,"abstract":"Artificial general intelligence (AGI) is the ability of an artificial intelligence (AI) agent to solve somewhat-arbitrary tasks in somewhat-arbitrary environments. Despite being a long-standing goal in the field of AI, achieving AGI remains elusive. In this study, we empirically assessed the generalizability of AI agents by applying a deep reinforcement learning (DRL) approach to the medical domain. Our investigation involved examining how modifying the agent’s structure, task, and environment impacts its generality. Sample: An NIH chest X-ray dataset with 112,120 images and 15 medical conditions. We evaluated the agent’s performance on binary and multiclass classification tasks through a baseline model, a convolutional neural network model, a deep Q network model, and a proximal policy optimization model. Results: Our results suggest that DRL agents with the algorithmic flexibility to autonomously vary their macro/microstructures can generalize better across given tasks and environments.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"125 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135799372","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
Joint Multi-User Detection with Weighting Factors for Unsourced Multiple Access 基于加权因子的无源多址联合多用户检测
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.119007
Yu Liu, Kai Niu, Yuanjie Li
{"title":"Joint Multi-User Detection with Weighting Factors for Unsourced Multiple Access","authors":"Yu Liu, Kai Niu, Yuanjie Li","doi":"10.4236/jcc.2023.119007","DOIUrl":"https://doi.org/10.4236/jcc.2023.119007","url":null,"abstract":"Multi-user detection techniques are currently being studied as highly promising technologies for improving the performance of unsourced multiple access systems. In this paper, we propose joint multi-user detection schemes with weighting factors for unsourced multiple access. First, we introduce bidirectional weighting factors in the extrinsic information passing process between the multi-user detector based on belief propagation (BP) and the LDPC decoder. Second, we incorporate bidirectional weighting factors in the message passing process between the MAC nodes and the user variable nodes in BP- based multi-user detector. The proposed schemes select the optimal weighting factors through simulations. The simulation results demonstrate that the proposed schemes exhibit significant performance improvements in terms of block error rate (BLER) compared to traditional schemes.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135838124","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
Adoption Strategy for Cloud Computing in Research Institutions: A Structured Literature Review 云计算在研究机构中的应用策略:结构化文献综述
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.114004
Asnath Nyachiro, Kennedy O. Ondimu, Gabriel Mafura
{"title":"Adoption Strategy for Cloud Computing in Research Institutions: A Structured Literature Review","authors":"Asnath Nyachiro, Kennedy O. Ondimu, Gabriel Mafura","doi":"10.4236/jcc.2023.114004","DOIUrl":"https://doi.org/10.4236/jcc.2023.114004","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70936232","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
Optimization of Mobile Network Radio Coverage by Automating Radio Parameter Updates Using Parsing 基于解析的无线参数自动更新优化移动网络无线覆盖
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.114005
Patrick Dany Bavoua Kenfack, Alphonse Binele Abana, E. Tonyé, Nadège Laure Bemehemie, William Tchofo Tchouleko
{"title":"Optimization of Mobile Network Radio Coverage by Automating Radio Parameter Updates Using Parsing","authors":"Patrick Dany Bavoua Kenfack, Alphonse Binele Abana, E. Tonyé, Nadège Laure Bemehemie, William Tchofo Tchouleko","doi":"10.4236/jcc.2023.114005","DOIUrl":"https://doi.org/10.4236/jcc.2023.114005","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70936610","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
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