{"title":"大数据分析的机器学习算法综述","authors":"S. Athmaja, M. Hanumanthappa, V. Kavitha","doi":"10.1109/ICIIECS.2017.8276028","DOIUrl":null,"url":null,"abstract":"Big data analytics is a booming research area in computer science and many other industries all over the world. It has gained great success in vast and varied application sectors. This includes social media, economy, finance, healthcare, agriculture, etc. Several intelligent machine learning techniques were designed and used to provide big data predictive analytics solutions. A literature survey of different machine learning techniques is provided in this paper. Also a study on commonly used machine learning algorithms for big data analytics is done and presented in this paper.","PeriodicalId":215356,"journal":{"name":"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"50","resultStr":"{\"title\":\"A survey of machine learning algorithms for big data analytics\",\"authors\":\"S. Athmaja, M. Hanumanthappa, V. Kavitha\",\"doi\":\"10.1109/ICIIECS.2017.8276028\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Big data analytics is a booming research area in computer science and many other industries all over the world. It has gained great success in vast and varied application sectors. This includes social media, economy, finance, healthcare, agriculture, etc. Several intelligent machine learning techniques were designed and used to provide big data predictive analytics solutions. A literature survey of different machine learning techniques is provided in this paper. Also a study on commonly used machine learning algorithms for big data analytics is done and presented in this paper.\",\"PeriodicalId\":215356,\"journal\":{\"name\":\"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-03-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"50\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIIECS.2017.8276028\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIIECS.2017.8276028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A survey of machine learning algorithms for big data analytics
Big data analytics is a booming research area in computer science and many other industries all over the world. It has gained great success in vast and varied application sectors. This includes social media, economy, finance, healthcare, agriculture, etc. Several intelligent machine learning techniques were designed and used to provide big data predictive analytics solutions. A literature survey of different machine learning techniques is provided in this paper. Also a study on commonly used machine learning algorithms for big data analytics is done and presented in this paper.