Dengue fatality prediction using data mining

NF Rahim, SM Taib, AIZ Abidin - Journal of Fundamental and Applied …, 2017 - ajol.info
is to study the curren Malaysia and predict dengue fever cases usi fever and weather are
collected from … the patterns either from dengue patient data or demographic dengue data. The …

[PDF][PDF] Healthcare Data Mining: Predicting Hospital Length of Stay of Dengue Patients.

II Wiratmadja, SY Salamah… - Journal of …, 2018 - download.garuda.kemdikbud.go.id
… This research was conducted using demographic and illness- or health-related data of 370
dengue fever (DF) and dengue haemorrhagic fever (DHF) patients of Dr. M. Salamun Hospital…

Analysis of significant factors for dengue fever incidence prediction

P Siriyasatien, A Phumee, P Ongruk, K Jampachaisri… - BMC …, 2016 - Springer
… Many DF prediction models are based on statistical and data mining techniques such as …
Landscape, dengue serotypes, and demographic transitions in the target areas are some of …

Integrating spatial modelling and space–time pattern mining analytics for vector disease-related health perspectives: a case of dengue fever in Pakistan

SAA Naqvi, M Sajjad, LA Waseem, S Khalid… - … Research and Public …, 2021 - mdpi.com
… in the input data to identify the salient correlations [89]. Firstly, we calculated the population
density in Lahore using the data at the UC level. Later, DF prevalence (DFP) was estimated …

Mining local climate data to assess spatiotemporal dengue fever epidemic patterns in French Guiana

C Flamand, M Fabregue, S Bringay… - Journal of the …, 2014 - academic.oup.com
… In the calculations, we assumed that the population of a territory was constant throughout a
… the utility of the data mining approach to analyze disease surveillance data on a temporal …

Dengue fever in perspective of clustering algorithms

K Shaukat, N Masood, AB Shafaat, K Jabbar… - arXiv preprint arXiv …, 2015 - arxiv.org
study shows that 2500 million lives of total worldwide population are at risk due to dengue
fever… For a long time, data mining algorithms have been used by the scientists for the …

Prediction of Dengue Fever Outbreak Based on Climate and Demographic Variables Using Extreme Gradient Boosting and Rule-Based Classification

W Anggraeni, HN Pradani, S Sumpeno… - … Serious Games and …, 2021 - ieeexplore.ieee.org
… Therefore, in this study, the climate variables consisting of temperature, humidity, rainfall, …
, the data used in this research also has different scale values, so that data normalization is

Forecasting dengue fever using classification techniques in data mining

A Anitha, DCJW Wise - … Conference on Smart Systems and …, 2018 - ieeexplore.ieee.org
… Admission details such as schooling, mode of study etc., demographic and socio economic
details such as students age, gender, address etc., and academic potential like interest in …

Prediction of dengue disease through data mining by using modified apriori algorithm

I Jahangir, A Hannan, S Javed - … of Computing for Engineering and …, 2018 - dl.acm.org
… Lives of the people can be saved if the dengue is predicted in early stages. The … a dengue
prediction methodology by using the data mining technique. Association rule mining is used in …

Dengue prediction using machine learning algorithms

D Sarma, S Hossain, T Mittra… - 2020 IEEE 8th R10 …, 2020 - ieeexplore.ieee.org
demographic regions. Moreover, none of the research … of dengue fever such as normal fever,
normal dengue fever, and … prediction system using data mining classification techniques," …