[PDF][PDF] Feature relevance analysis and classification of road traffic accident data through data mining techniques

S Shanthi, RG Ramani - Proceedings of the world congress on …, 2012 - iaeng.org
Data Mining classification algorithms in predicting the factors which influence the road traffic
accidents specific to injury severity. It precisely compares the performance of classification …

Mining road traffic accident data for prediction of accident severity

TK Bahiru, VS Manjula, TB Akele… - … on Intelligent Data …, 2023 - ieeexplore.ieee.org
As World Health Organization reports show more than 1.3 million people die each year from
traffic accidents and more than twenty to fifty million people are harmed by non-fatal …

An empirical analysis of decision tree algorithms: Modeling hepatitis data

M Ramasamy, S Selvaraj… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Data mining refers to the process of retrieving knowledge by discovering patterns from large
datasets. This paper highlights the performance of seven decision tree classification …

Autism spectrum disorder prediction using machine learning algorithms

S Selvaraj, P Palanisamy, S Parveen… - Computational Vision and …, 2020 - Springer
The objective of the research is to foresee Autism Spectrum Disorder (ASD) in toddlers with
the help of machine learning algorithms. Of late, machine learning algorithms play vital role …

Classifier prediction evaluation in modeling road traffic accident data

RG Ramani, S Shanthi - 2012 IEEE International Conference …, 2012 - ieeexplore.ieee.org
This paper illustrates the research work in exploring the application of data mining
techniques to aid in the prediction of road accident patterns related to pedestrian …

[PDF][PDF] Pragmatic approach for refined feature selection for the prediction of road accident severity

RG Ramani, SA Selvaraj - Studies in Informatics and Control, 2014 - sic.ici.ro
Road accident analysis is very challenging task and investigating the dependencies
between the attributes become complex because of many environmental and road related …

Learning through misclassified instances using pipelined voting algorithm for aggregated feature selection (p-vaafs) in the prediction of road accident severity

G Ramani, S Selvaraj - Advances in Natural and Applied Sciences, 2016 - go.gale.com
Background: To formulate a suitable function for measuring the relevance between different
factors of the heterogeneous, high dimensional and sparse nature of the road accident …

Road Accident Analysis Using Data Mining Techniques

S Verma, PK Singh - 2016 - ir.juit.ac.in
A traffic collision, also known as a motor vehicle collision (MVC) among others, occurs when
a vehicle collides with another vehicle, pedestrian, animal, road debris, or other stationary …

[引用][C] Development of Hybrid Algorithm for Road Accident Protection (Paper Id: 195)

C Jayapratha, JM Gnanasekar

[引用][C] SIC SIC

G RAMANI, S SELVARAJ