Pub Date : 2021-10-25DOI: 10.1515/9783110715279-005
Punam Das, Deepak Kumar
{"title":"Supervised classification and clustering algorithms for spatiotemporal change analysis assessment of urban growth","authors":"Punam Das, Deepak Kumar","doi":"10.1515/9783110715279-005","DOIUrl":"https://doi.org/10.1515/9783110715279-005","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125146405","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 : 2021-10-25DOI: 10.1515/9783110715279-007
Jisu Elsa Jacob
{"title":"Pertinence of signal processing techniques in EEG analysis","authors":"Jisu Elsa Jacob","doi":"10.1515/9783110715279-007","DOIUrl":"https://doi.org/10.1515/9783110715279-007","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116764523","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 : 2021-10-25DOI: 10.1515/9783110715279-010
Shubham Sharma, Naincy Chamoli
{"title":"Real-time patient health monitoring","authors":"Shubham Sharma, Naincy Chamoli","doi":"10.1515/9783110715279-010","DOIUrl":"https://doi.org/10.1515/9783110715279-010","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114481431","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 : 2021-10-25DOI: 10.1515/9783110715279-fm
{"title":"Frontmatter","authors":"","doi":"10.1515/9783110715279-fm","DOIUrl":"https://doi.org/10.1515/9783110715279-fm","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130153871","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 : 2021-10-25DOI: 10.1515/9783110715279-009
M. Muthuselvam, J. V. Subramanian, M.A Parameshwari
{"title":"Personal big data–directed policies hoard and scrutinize colossal health data from emerging technologies","authors":"M. Muthuselvam, J. V. Subramanian, M.A Parameshwari","doi":"10.1515/9783110715279-009","DOIUrl":"https://doi.org/10.1515/9783110715279-009","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122792304","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 : 2021-10-25DOI: 10.1515/9783110715279-016
Tavishi Tewary, Namita Kapoor
{"title":"Predictive analysis of consumers’ perception and decision-making process toward e-healthcare services in India","authors":"Tavishi Tewary, Namita Kapoor","doi":"10.1515/9783110715279-016","DOIUrl":"https://doi.org/10.1515/9783110715279-016","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115151922","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 : 2021-10-25DOI: 10.1515/9783110715279-008
Ankita Arora, Sanchit Guliani
{"title":"Fitness tracking diagnostics","authors":"Ankita Arora, Sanchit Guliani","doi":"10.1515/9783110715279-008","DOIUrl":"https://doi.org/10.1515/9783110715279-008","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116241671","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 : 2021-10-25DOI: 10.1515/9783110715279-011
Afzal Ansari, Sourabh Kumar Burnwal
: Since the origination of COVID-19 in China and its spread across the globe, humanity has been put at risk and it has set a big alarm till its end across the country. Due to the unprecedented rate of increase in the number of cases and its subsequent pressure on the administration and health professionals globally, it would be highly needed to have a safe future by doing analysis and forecasting the number of new cases using some prediction methods. The current situation in India is getting worsened day-by-day due to which, the economy of this country has been down and unstable. In this paper, we have analyzed, how the numbers of daily infected cases in India could look like, predicting the trend, and investigate what the peak value could hit by now. We have used data-driven estimation methods like Fb-Prophet and long short-term memory (LSTM) as a state-of-the-art method and Deep Learning models respectively for forecasting the number of COVID-19 cases in India a few days ahead. We have proposed a method considering various parameters to predict daily confirmed future cases within a certain range which would be a beneficial tool for administrators and health officials.
{"title":"Forecasting, visualization and analysis of COVID-19 in India using time series modeling","authors":"Afzal Ansari, Sourabh Kumar Burnwal","doi":"10.1515/9783110715279-011","DOIUrl":"https://doi.org/10.1515/9783110715279-011","url":null,"abstract":": Since the origination of COVID-19 in China and its spread across the globe, humanity has been put at risk and it has set a big alarm till its end across the country. Due to the unprecedented rate of increase in the number of cases and its subsequent pressure on the administration and health professionals globally, it would be highly needed to have a safe future by doing analysis and forecasting the number of new cases using some prediction methods. The current situation in India is getting worsened day-by-day due to which, the economy of this country has been down and unstable. In this paper, we have analyzed, how the numbers of daily infected cases in India could look like, predicting the trend, and investigate what the peak value could hit by now. We have used data-driven estimation methods like Fb-Prophet and long short-term memory (LSTM) as a state-of-the-art method and Deep Learning models respectively for forecasting the number of COVID-19 cases in India a few days ahead. We have proposed a method considering various parameters to predict daily confirmed future cases within a certain range which would be a beneficial tool for administrators and health officials.","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129291345","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 : 2021-10-25DOI: 10.1515/9783110715279-204
{"title":"List of contributors","authors":"","doi":"10.1515/9783110715279-204","DOIUrl":"https://doi.org/10.1515/9783110715279-204","url":null,"abstract":"","PeriodicalId":402785,"journal":{"name":"Computational Intelligence and Predictive Analysis for Medical Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127585825","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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