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Machine Learning and Its Application: A Quick Guide for Beginners最新文献

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Deep Learning: A New Approach to Machine Learning 深度学习:机器学习的新方法
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010009
Indranath Chatterjee
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引用次数: 1
Supervised Machine Learning: Classification 监督机器学习:分类
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010005
Indranath Chatterjee
{"title":"Supervised Machine Learning: Classification","authors":"Indranath Chatterjee","doi":"10.2174/9781681089409121010005","DOIUrl":"https://doi.org/10.2174/9781681089409121010005","url":null,"abstract":"","PeriodicalId":105413,"journal":{"name":"Machine Learning and Its Application: A Quick Guide for Beginners","volume":"2020 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120909502","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
Conclusions 结论
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010012
Indranath Chatterjee
{"title":"Conclusions","authors":"Indranath Chatterjee","doi":"10.2174/9781681089409121010012","DOIUrl":"https://doi.org/10.2174/9781681089409121010012","url":null,"abstract":"","PeriodicalId":105413,"journal":{"name":"Machine Learning and Its Application: A Quick Guide for Beginners","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122636384","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
Introduction to Machine Learning 机器学习概论
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010004
Indranath Chatterjee
{"title":"Introduction to Machine Learning","authors":"Indranath Chatterjee","doi":"10.2174/9781681089409121010004","DOIUrl":"https://doi.org/10.2174/9781681089409121010004","url":null,"abstract":"","PeriodicalId":105413,"journal":{"name":"Machine Learning and Its Application: A Quick Guide for Beginners","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130630693","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
Feature Engineering 工程特性
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010010
Indranath Chatterjee
{"title":"Feature Engineering","authors":"Indranath Chatterjee","doi":"10.2174/9781681089409121010010","DOIUrl":"https://doi.org/10.2174/9781681089409121010010","url":null,"abstract":"","PeriodicalId":105413,"journal":{"name":"Machine Learning and Its Application: A Quick Guide for Beginners","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129419520","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
Applications of Machine Learning and Deep Learning 机器学习和深度学习的应用
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010011
Siddhika Arunachalam
{"title":"Applications of Machine Learning and Deep Learning","authors":"Siddhika Arunachalam","doi":"10.2174/9781681089409121010011","DOIUrl":"https://doi.org/10.2174/9781681089409121010011","url":null,"abstract":"Ultrasound (US) imaging (sonography) is the most frequently performed cross-sectional diagnostic imaging modality in the field of medicine. It is non-ionizing, portable, cost-effective, and capable of real-time image acquisition and display. US is a rapidly evolving technology with substantial opportunities and challenges. Challenges include limited image quality control and high inter- and intra-operator variability. As US devices become smaller, due to progressive miniaturization of US devices in the last decade, increased computational capability can contribute significantly to decreasing variability through advanced image processing. In this paper, leading Machine Learning (ML) and Deep Learning (DL) approaches and research directions in US, with an emphasis on recent ML and DL advances is discussed. An outlook on future opportunities for ML and DL techniques to further improve clinical workflow and US-based disease diagnosis and characterization is also presented.","PeriodicalId":105413,"journal":{"name":"Machine Learning and Its Application: A Quick Guide for Beginners","volume":"345 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132735629","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
Regression: Prediction 回归:预测
Machine Learning and Its Application: A Quick Guide for Beginners Pub Date : 2021-12-22 DOI: 10.2174/9781681089409121010007
Indranath Chatterjee
{"title":"Regression: Prediction","authors":"Indranath Chatterjee","doi":"10.2174/9781681089409121010007","DOIUrl":"https://doi.org/10.2174/9781681089409121010007","url":null,"abstract":"","PeriodicalId":105413,"journal":{"name":"Machine Learning and Its Application: A Quick Guide for Beginners","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129592087","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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