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Journal of Algebraic Statistics最新文献

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A generalization for the expected value of theearth mover’s distance 推土器距离期望值的概化
Journal of Algebraic Statistics Pub Date : 2020-09-27 DOI: 10.2140/astat.2021.12.139
William Q. Erickson
{"title":"A generalization for the expected value of the\u0000earth mover’s distance","authors":"William Q. Erickson","doi":"10.2140/astat.2021.12.139","DOIUrl":"https://doi.org/10.2140/astat.2021.12.139","url":null,"abstract":"The earth mover's distance (EMD), also called the first Wasserstein distance, can be naturally extended to compare arbitrarily many probability distributions, rather than only two, on the set $[n]={1,dots,n}$. We present the details for this generalization, along with a highly efficient algorithm inspired by combinatorics; it turns out that in the special case of three distributions, the EMD is half the sum of the pairwise EMD's. Extending the methods of Bourn and Willenbring (arXiv:1903.03673), we compute the expected value of this generalized EMD on random $d$-tuples of distributions, using a generating function which coincides with the Hilbert series of the Segre embedding. We then use the EMD to analyze a real-world data set of grade distributions.","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"70 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77389319","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: 9
Bimonotone subdivisions of point configurations in the plane 平面上点构型的双单调细分
Journal of Algebraic Statistics Pub Date : 2020-07-02 DOI: 10.2140/astat.2021.12.125
Elina Robeva, M. Sun
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引用次数: 0
A Comparative Study of Deep Learning Models for Natural Language Processing (NLP) 面向自然语言处理(NLP)的深度学习模型比较研究
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1432
{"title":"A Comparative Study of Deep Learning Models for Natural Language Processing (NLP)","authors":"","doi":"10.52783/jas.v11i1.1432","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1432","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"30 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70995800","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 Intelligent System for Detection of Mental Stress Using Machine Learning 一种基于机器学习的精神压力检测智能系统
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1438
{"title":"An Intelligent System for Detection of Mental Stress Using Machine Learning","authors":"","doi":"10.52783/jas.v11i1.1438","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1438","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70996271","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
AI-based Natural Language Processing (NLP) Systems 基于人工智能的自然语言处理系统
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1431
{"title":"AI-based Natural Language Processing (NLP) Systems","authors":"","doi":"10.52783/jas.v11i1.1431","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1431","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70995912","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 Deep Learning-based Approach for Medical Image Analysis and Diagnosis 基于深度学习的医学图像分析与诊断方法
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1436
{"title":"A Deep Learning-based Approach for Medical Image Analysis and Diagnosis","authors":"","doi":"10.52783/jas.v11i1.1436","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1436","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70996065","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
Automated Process of Fruit Recognition Using Computer Vision 基于计算机视觉的水果识别自动化过程
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1439
{"title":"Automated Process of Fruit Recognition Using Computer Vision","authors":"","doi":"10.52783/jas.v11i1.1439","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1439","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70996373","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 Cloud-based IIoT System for Quality Control in Manufacturing: Techniques and Applications 基于云的工业物联网制造质量控制系统:技术与应用
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1433
{"title":"A Cloud-based IIoT System for Quality Control in Manufacturing: Techniques and Applications","authors":"","doi":"10.52783/jas.v11i1.1433","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1433","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70996361","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 Hybrid IIoT-based System for Real-time Monitoring and Control of Industrial Processes 基于工业物联网的混合系统，用于工业过程的实时监测和控制
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1434
{"title":"A Hybrid IIoT-based System for Real-time Monitoring and Control of Industrial Processes","authors":"","doi":"10.52783/jas.v11i1.1434","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1434","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70995943","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
Anomaly Detection and Diagnosis in IIoT Systems: A Review of Techniques and Applications 工业物联网系统中的异常检测与诊断:技术与应用综述
Journal of Algebraic Statistics Pub Date : 2020-01-01 DOI: 10.52783/jas.v11i1.1435
{"title":"Anomaly Detection and Diagnosis in IIoT Systems: A Review of Techniques and Applications","authors":"","doi":"10.52783/jas.v11i1.1435","DOIUrl":"https://doi.org/10.52783/jas.v11i1.1435","url":null,"abstract":"","PeriodicalId":41066,"journal":{"name":"Journal of Algebraic Statistics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70995993","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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