Pub Date : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00008-7
Jens Schneider, Matthias Dziubany, A. Schmeink, Guido Dartmann, K. Gollmer, Stefan Naumann
{"title":"Predicting energy consumption using machine learning","authors":"Jens Schneider, Matthias Dziubany, A. Schmeink, Guido Dartmann, K. Gollmer, Stefan Naumann","doi":"10.1016/B978-0-12-816637-6.00008-7","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00008-7","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"33 S122","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113954130","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00011-7
Matthias Dziubany, Marcel Garling, A. Schmeink, G. Burger, Guido Dartmann, Stefan Naumann, K. Gollmer
{"title":"Machine learning-based artificial nose on a low-cost IoT-hardware","authors":"Matthias Dziubany, Marcel Garling, A. Schmeink, G. Burger, Guido Dartmann, Stefan Naumann, K. Gollmer","doi":"10.1016/B978-0-12-816637-6.00011-7","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00011-7","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121658042","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00007-5
Klaus-Dieter Walter
{"title":"AI-based sensor platforms for the IoT in smart cities","authors":"Klaus-Dieter Walter","doi":"10.1016/B978-0-12-816637-6.00007-5","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00007-5","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129075679","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00001-4
C. Chitu, H. Song
{"title":"Data analytics and processing platforms in CPS","authors":"C. Chitu, H. Song","doi":"10.1016/B978-0-12-816637-6.00001-4","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00001-4","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133459012","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00015-4
K. Gollmer, Sandro Kreten, Florian Stolz, Guido Dartmann, G. Burger
{"title":"IoT-workshop: Blueprint for pupils education in IoT","authors":"K. Gollmer, Sandro Kreten, Florian Stolz, Guido Dartmann, G. Burger","doi":"10.1016/B978-0-12-816637-6.00015-4","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00015-4","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123862074","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00002-6
S. Didas
{"title":"Fundamentals of data analysis and statistics","authors":"S. Didas","doi":"10.1016/B978-0-12-816637-6.00002-6","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00002-6","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116220043","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 : 1900-01-01DOI: 10.1016/b978-0-12-816637-6.09992-9
{"title":"Copyright","authors":"","doi":"10.1016/b978-0-12-816637-6.09992-9","DOIUrl":"https://doi.org/10.1016/b978-0-12-816637-6.09992-9","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134034595","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00012-9
Ahmed Hallawa, Song Zhang, A. Peine, Lukas Martin, A. Schmeink, G. Ascheid, Guido Dartmann
{"title":"Machine Learning in future intensive care—Classification of stochastic Petri Nets via continuous-time Markov chains","authors":"Ahmed Hallawa, Song Zhang, A. Peine, Lukas Martin, A. Schmeink, G. Ascheid, Guido Dartmann","doi":"10.1016/B978-0-12-816637-6.00012-9","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00012-9","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121488167","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 : 1900-01-01DOI: 10.1016/B978-0-12-816637-6.00009-9
S. Mohammed, Andreas Bytyn, G. Ascheid, Guido Dartmann
{"title":"Reinforcement learning and deep neural network for autonomous driving","authors":"S. Mohammed, Andreas Bytyn, G. Ascheid, Guido Dartmann","doi":"10.1016/B978-0-12-816637-6.00009-9","DOIUrl":"https://doi.org/10.1016/B978-0-12-816637-6.00009-9","url":null,"abstract":"","PeriodicalId":119812,"journal":{"name":"Big Data Analytics for Cyber-Physical Systems","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134583677","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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