Blood Transfusion System Using Data Mining Techniques and GRA
- 1 March 2019
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE) in 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)
- p. 1143-1147
- https://doi.org/10.1109/icaccs.2019.8728401
Abstract
We are suggesting a blood transfusion system based on various data mining algorithms. We have applied and compared various algorithms such as Decision tree, Random forest and logistic regression, before and after applying GRA. The algorithm with most efficiency will be used to develop a system for predicting the nature of a blood donor, based on past data of donation. The prediction will be useful at various blood donation camps for contacting the donors, in case of a requirement.Keywords
This publication has 10 references indexed in Scilit:
- The Impact of Blood Transfusion on Recurrence and Mortality Following Colorectal Cancer Resection: A Propensity Score Analysis of 4,030 PatientsScientific Reports, 2018
- A meta-analysis of research in random forests for classificationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Research of Decision Tree Classification Algorithm in Data MiningInternational Journal of Database Theory and Application, 2016
- Random forests: from early developments to recent advancementsSystems Science & Control Engineering, 2014
- Efficient Classification of Data Using Decision TreeBonfring International Journal of Data Mining, 2012
- Application of CART Algorithm in Blood Donors ClassificationJournal of Computer Science, 2010
- On decision making support in blood bank information systemsExpert Systems with Applications, 2008
- Morbidity and mortality risk associated with red blood cell and blood-component transfusion in isolated coronary artery bypass grafting*Critical Care Medicine, 2006
- Popular Ensemble Methods: An Empirical StudyJournal of Artificial Intelligence Research, 1999
- Fuzzy logic and approximate reasoningSynthese, 1975