ENVIRONMENTAL ANALYSIS BASED ON CAUSES OF DEATH: A SURVEY
DOI:
https://doi.org/10.61841/s1fmdt63Keywords:
Data Mining, Bit Term TropicModel, Feature Selection, Classification &Regression Tree(C&RT),, CoherenceScoreAbstract
Every environment has different factors based on which we can analyze the factors such as medical concerns, resource allocations, mortality factors and various others. Information is collected from the analysis of Causes of Death. This helps in analysis of death caused by lack of vaccination, environmental factors, and natural causes. By categorizing the data on the basis of age we can determine the major causes of death in a particular age group which in turn helps hospitals and doctors to prepare accordingly. It will help hospital and healthcare organisations to make better health care decisions and public policy makers to make better policies. A widely used method in the studies of healthcare is statistical method. Though these method are very useful in public health and clinical research policy making, these methods are not capable of finding relation among health condition on their own. Thus we aim to cope with the above challenge by giving input from different datasets and then producing an output which can give more accurate results and better understanding of the situation of the area.
Downloads
References
1. Hanyu Jiang, Hang Wu, Student Member, and May Dongmei Wang, Ph.D., on“Causes of Death in the United States, 1999 to 2017”in IEEE,2017
2. A. Jemal, E. Ward, Y. Hao, and M.
3. J. Thun, “Trends in the leading causes of death in the United States, 1970-2002,” JAMA,vol. 294, no.10, pp. 1255–1259, 2005.
4. Hesham Abdo Ahmed Aqlan, Shoiab Ahmed and Ajit Danti on “Death Prediction and Analysis Using Web Mining Techniques” published on 2017 International Conference on Advanced Computing and Communication Systems (ICACCS -2015), Jan. 06 – 07, 2017, Coimbatore, INDIA
5. Gerami Farzad, Bartashak
6. Masoumeh, Kourosh Rocky,Razieh Honarmand,“Prediction of Workplace Accidents with Knowledge Discovery
7. Approach Using Weka software,”Nova Explore Publications, Nova Journal of Engineering and Applied Sciences, Vol. 2(5), May2014.
8. Du Zhang, Quoc Luan Ha and Meiliu Lu on “Mining California Vital Statistics Data” published in 2001 IEEE
9. Munaza Ramzan on “Comparing and Evaluating the Performance of WEKA Classifiers on Critical Diseases” published on 2016 IEEE
10. Mr. Chintan Shah, Dr. Anjali G. Jivani, on “Comparison of Data Mining Classification Algorithms for health analysis”,IEEE,2013
11. Mohammad Hossein Saraee Advanced Database Systems, Data Mining and Bioinformatics Research Laboratory on “ Applying Data Mining In Medical Data With focus on mortality related to accident in children” in IEEE 2008
12. James K. Tamgno, Roger M. Faye, Claude Lishou on “Verbal Autopsies, Mobile Data Collection for Monitoring and Warnin Causes of Deaths” in ICACT 2013.
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution 4.0 International License.
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
