Pub Date : 2021-09-30DOI: 10.1007/978-3-030-78919-0_1
Mengmeng Zhu, H. Pham
{"title":"Software Reliability Modeling and Methods: A State of the Art Review","authors":"Mengmeng Zhu, H. Pham","doi":"10.1007/978-3-030-78919-0_1","DOIUrl":"https://doi.org/10.1007/978-3-030-78919-0_1","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"393 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124271622","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_8
Anne Collin, C. Vleeschouwer
{"title":"Joint Use of Skip Connections and Synthetic Corruption for Anomaly Detection with Autoencoders","authors":"Anne Collin, C. Vleeschouwer","doi":"10.1007/978-3-030-83819-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_8","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130758461","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_3
P. Castagliola, G. Celano, Dorra Rahali, Shu Wu
{"title":"Control Charts for Monitoring Time-Between-Events-and-Amplitude Data","authors":"P. Castagliola, G. Celano, Dorra Rahali, Shu Wu","doi":"10.1007/978-3-030-83819-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_3","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133912726","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_7
T. Barbariol, Filippo Dalla Chiara, D. Marcato, Gian-Antonio Susto
{"title":"A Review of Tree-Based Approaches for Anomaly Detection","authors":"T. Barbariol, Filippo Dalla Chiara, D. Marcato, Gian-Antonio Susto","doi":"10.1007/978-3-030-83819-5_7","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_7","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115263295","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_9
Edgard M. Maboudou-Tchao, Charles W. Harrison
{"title":"A Comparative Study of $$text {L}_1$$ and $$text {L}_2$$ Norms in Support Vector Data Descriptions","authors":"Edgard M. Maboudou-Tchao, Charles W. Harrison","doi":"10.1007/978-3-030-83819-5_9","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_9","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134240469","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_1
K. Tran
{"title":"Introduction to Control Charts and Machine Learning for Anomaly Detection in Manufacturing","authors":"K. Tran","doi":"10.1007/978-3-030-83819-5_1","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_1","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133291287","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_10
K. Nguyen
{"title":"Feature Engineering and Health Indicator Construction for Fault Detection and Diagnostic","authors":"K. Nguyen","doi":"10.1007/978-3-030-83819-5_10","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_10","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127412398","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_4
M. Anastasopoulou, A. Rakitzis
{"title":"Monitoring a BAR(1) Process with EWMA and DEWMA Control Charts","authors":"M. Anastasopoulou, A. Rakitzis","doi":"10.1007/978-3-030-83819-5_4","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_4","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124227707","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_6
Xiulin Xie, P. Qiu
{"title":"Machine Learning Control Charts for Monitoring Serially Correlated Data","authors":"Xiulin Xie, P. Qiu","doi":"10.1007/978-3-030-83819-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_6","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"185 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123032938","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}
Pub Date : 2021-08-30DOI: 10.1007/978-3-030-83819-5_5
Christian Weiss
{"title":"On Approaches for Monitoring Categorical Event Series","authors":"Christian Weiss","doi":"10.1007/978-3-030-83819-5_5","DOIUrl":"https://doi.org/10.1007/978-3-030-83819-5_5","url":null,"abstract":"","PeriodicalId":344910,"journal":{"name":"Springer Series in Reliability Engineering","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121460617","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}
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