Bonny Paulose, S. Sabitha, Ritu Punhani, Ishaan Sahani
{"title":"基于k均值聚类技术的空气污染区域和可能健康风险识别","authors":"Bonny Paulose, S. Sabitha, Ritu Punhani, Ishaan Sahani","doi":"10.1109/CIACT.2018.8480232","DOIUrl":null,"url":null,"abstract":"Air pollution is a major health issue affecting both developed and developing countires. Due to increase in air pollution infants, children and adults are at high risk and most are affected by chronic respiratory diseases. Air pollution is caused due to introduction of particulate matters, biological molecules and other harmful materials in the environment.In this research work the main focus is on analysis of air quality of certain areas of Delhi and all the pollutants that pollute the air. Data mining technique used is K-means clustering.","PeriodicalId":358555,"journal":{"name":"2018 4th International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Identification of Regions and Probable Health Risks Due to Air Pollution Using K-Mean Clustering Techniques\",\"authors\":\"Bonny Paulose, S. Sabitha, Ritu Punhani, Ishaan Sahani\",\"doi\":\"10.1109/CIACT.2018.8480232\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Air pollution is a major health issue affecting both developed and developing countires. Due to increase in air pollution infants, children and adults are at high risk and most are affected by chronic respiratory diseases. Air pollution is caused due to introduction of particulate matters, biological molecules and other harmful materials in the environment.In this research work the main focus is on analysis of air quality of certain areas of Delhi and all the pollutants that pollute the air. Data mining technique used is K-means clustering.\",\"PeriodicalId\":358555,\"journal\":{\"name\":\"2018 4th International Conference on Computational Intelligence & Communication Technology (CICT)\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 4th International Conference on Computational Intelligence & Communication Technology (CICT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIACT.2018.8480232\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 4th International Conference on Computational Intelligence & Communication Technology (CICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIACT.2018.8480232","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Identification of Regions and Probable Health Risks Due to Air Pollution Using K-Mean Clustering Techniques
Air pollution is a major health issue affecting both developed and developing countires. Due to increase in air pollution infants, children and adults are at high risk and most are affected by chronic respiratory diseases. Air pollution is caused due to introduction of particulate matters, biological molecules and other harmful materials in the environment.In this research work the main focus is on analysis of air quality of certain areas of Delhi and all the pollutants that pollute the air. Data mining technique used is K-means clustering.