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2023 Omaha, Nebraska July 9-12, 2023最新文献

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Development of a Livestock Transport Vibration Simulator 畜禽运输振动模拟器的研制
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300623
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引用次数: 0
Development of the Agricultural Vibration Data Acquisition Platform (avDAQ) 农业振动数据采集平台的研制
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300617
{"title":"Development of the Agricultural Vibration Data Acquisition Platform (avDAQ)","authors":"","doi":"10.13031/aim.202300617","DOIUrl":"https://doi.org/10.13031/aim.202300617","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129051179","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 NEWS ModelRecovery of Nutrients, Energy, and Water in a Sustainable (NEWS) MannerResources from Onsite and Decentralized Wastewater Facilities 以可持续(NEWS)的方式从现场和分散的废水设施中回收营养物质、能量和水的模型
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202301573
{"title":"The NEWS Model\u0000Recovery of Nutrients, Energy, and Water in a Sustainable (NEWS) Manner\u0000Resources from Onsite and Decentralized Wastewater Facilities","authors":"","doi":"10.13031/aim.202301573","DOIUrl":"https://doi.org/10.13031/aim.202301573","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130718545","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
Quantlyzer: An R Package for Automated Exploratory and Predictive Data Analysis Quantlyzer:一个用于自动探索和预测数据分析的R包
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300470
Fengkai Tian, Jianfeng Zhou, N. Aloysius, Edward J. Mirielli
{"title":"Quantlyzer: An R Package for Automated Exploratory and Predictive Data Analysis","authors":"Fengkai Tian, Jianfeng Zhou, N. Aloysius, Edward J. Mirielli","doi":"10.13031/aim.202300470","DOIUrl":"https://doi.org/10.13031/aim.202300470","url":null,"abstract":"Machine learning (ML) and statistical algorithms have been significantly used in various applications, such as data classification, predictive regression, and feature selection. As the need for data-driven insights continues to grow, there is an increasing demand for exploratory and predictive data analysis to support business decision-making, academic research, and other applications. Identifying the best model that has optimal performance for a specific dataset usually consumes much time depending on the purpose of analysis. Although there are many packages that provide pre-built machine learning or statistical models, users still need time to load various suitable packages or functions, optimization of hyperparameters, validate the model, acknowledge the statistical relationship between each random or bivariate variable, and so on. This paper presents a package for R, “Quantlyzer” that contains various po pular algorithms from machine learning and statistics. This tool aims to make automated data analysis more convenient for all different levels of users from no data analytics experience to domain experts to improve the efficiency of analyzing data. A workflow pipeline of exploratory analytics that contains various popular descriptive analysis techniques (e.g., Pearson Correlation Coefficient, a statistical summary of each variable, data visualization), statistical algorithms","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131284577","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
Evaluations of alternate test material for ISO 22368-1 standard test ISO 22368-1标准试验替代试验材料的评价
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300133
{"title":"Evaluations of alternate test material for ISO 22368-1 standard test","authors":"","doi":"10.13031/aim.202300133","DOIUrl":"https://doi.org/10.13031/aim.202300133","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132081123","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
Weed Database Development: An Updated Survey of Public Weed Datasets and Cross-Season Weed Detection Adaptation 杂草数据库开发：公共杂草数据集最新调查与跨季节杂草检测适应性研究
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202301280
{"title":"Weed Database Development: An Updated Survey of Public Weed Datasets and Cross-Season Weed Detection Adaptation","authors":"","doi":"10.13031/aim.202301280","DOIUrl":"https://doi.org/10.13031/aim.202301280","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139361199","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
Flow rate modulations and droplet size distributions of PWM-controlled hollow-cone nozzles operated at high frequencies and pressures 高频高压下pwm控制空心锥喷嘴的流量调节和液滴尺寸分布
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300364
{"title":"Flow rate modulations and droplet size distributions of PWM-controlled hollow-cone nozzles operated at high frequencies and pressures","authors":"","doi":"10.13031/aim.202300364","DOIUrl":"https://doi.org/10.13031/aim.202300364","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129088205","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
Cage Free Hens’ Feather Pecking Management 散养母鸡啄毛管理
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300081
{"title":"Cage Free Hens’ Feather Pecking Management","authors":"","doi":"10.13031/aim.202300081","DOIUrl":"https://doi.org/10.13031/aim.202300081","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122791445","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
Cotton Emergence Uniformity Assessment Using Remote Sensing and Machine Learning 基于遥感和机器学习的棉花出苗率均匀性评价
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300471
{"title":"Cotton Emergence Uniformity Assessment Using Remote Sensing and Machine Learning","authors":"","doi":"10.13031/aim.202300471","DOIUrl":"https://doi.org/10.13031/aim.202300471","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"218 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121859678","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
Assessing Risk in New Inventions for Application to AE50 Award Submissions 评估申请 AE50 奖项的新发明的风险
2023 Omaha, Nebraska July 9-12, 2023 Pub Date : 2023-07-09 DOI: 10.13031/aim.202300874
{"title":"Assessing Risk in New Inventions for Application to AE50 Award Submissions","authors":"","doi":"10.13031/aim.202300874","DOIUrl":"https://doi.org/10.13031/aim.202300874","url":null,"abstract":"","PeriodicalId":186509,"journal":{"name":"2023 Omaha, Nebraska July 9-12, 2023","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139361173","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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