{"title":"文档聚类采用量子聚类算法","authors":"Rupam Bhagawati, Sahinur Rahman Laskar, Bhagaban Swain","doi":"10.1109/MICROCOM.2016.7522562","DOIUrl":null,"url":null,"abstract":"In the domain of Quantum Information processing (QIP), quantum clustering approach plays a vital role for processing information. The quantum clustering technique is basically used for providing effective information navigation and browsing mechanism. There are many classical approach of clustering the documents like k-means clustering algorithm, hierarchical clustering algorithm, information bottleneck clustering algorithm and many more. In this paper we proposed a clustering method which is based on quantum theory. For clustering the documents, such that which provides an agreeable result in comparison of existing classical approach.","PeriodicalId":118902,"journal":{"name":"2016 International Conference on Microelectronics, Computing and Communications (MicroCom)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Documents clustering using quantum clustering algorithm\",\"authors\":\"Rupam Bhagawati, Sahinur Rahman Laskar, Bhagaban Swain\",\"doi\":\"10.1109/MICROCOM.2016.7522562\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the domain of Quantum Information processing (QIP), quantum clustering approach plays a vital role for processing information. The quantum clustering technique is basically used for providing effective information navigation and browsing mechanism. There are many classical approach of clustering the documents like k-means clustering algorithm, hierarchical clustering algorithm, information bottleneck clustering algorithm and many more. In this paper we proposed a clustering method which is based on quantum theory. For clustering the documents, such that which provides an agreeable result in comparison of existing classical approach.\",\"PeriodicalId\":118902,\"journal\":{\"name\":\"2016 International Conference on Microelectronics, Computing and Communications (MicroCom)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Conference on Microelectronics, Computing and Communications (MicroCom)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MICROCOM.2016.7522562\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Microelectronics, Computing and Communications (MicroCom)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MICROCOM.2016.7522562","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Documents clustering using quantum clustering algorithm
In the domain of Quantum Information processing (QIP), quantum clustering approach plays a vital role for processing information. The quantum clustering technique is basically used for providing effective information navigation and browsing mechanism. There are many classical approach of clustering the documents like k-means clustering algorithm, hierarchical clustering algorithm, information bottleneck clustering algorithm and many more. In this paper we proposed a clustering method which is based on quantum theory. For clustering the documents, such that which provides an agreeable result in comparison of existing classical approach.