Traffic accident analysis based on C4.5 algorithm in WEKA

Traffic accident analysis based on C4.5 algorithm in WEKA

At present, China is in a period of steady development of highways. At the same time, traffic safety issues are becoming increasingly serious. Data mining technology is an effective method for analysing traffic accidents. In-depth information mining of traffic accident data is conducive to accident...

Full description

Bibliographic Details
Main Authors:	Li Jiajia, He Jie, Liu Ziyang, Zhang Hao, Zhang Chen
Format:	Article
Language:	English
Published:	EDP Sciences 2019-01-01
Series:	MATEC Web of Conferences
Online Access:	https://www.matec-conferences.org/articles/matecconf/pdf/2019/21/matecconf_icfmce2019_01035.pdf

Similar Items

Usage Apriori and clustering algorithms in WEKA tools to mining dataset of traffic accidents
by: Faisal Mohammed Nafie Ali, et al.
Published: (2018-07-01)

WekaPyScript: Classification, Regression, and Filter Schemes for WEKA Implemented in Python
by: Christopher Beckham, et al.
Published: (2016-08-01)

Kluster Bag of Word Menggunakan Weka
by: Tari Mardiana, et al.
Published: (2015-05-01)

Text categorization with WEKA: A survey
by: Donatella Merlini, et al.
Published: (2021-06-01)

Comparative analysis of weka-based classification algorithms on medical diagnosis datasets
by: Dou, Y., et al.
Published: (2023)

An Analysis Program Used in Data Mining: WEKA
by: Gökhan AKSU, et al.
Published: (2019-03-01)

Auto-WEKA : combined selection and hyperparameter optimization of supervised machine learning algorithms
by: Thornton, Chris
Published: (2014)

Auto-WEKA : combined selection and hyperparameter optimization of supervised machine learning algorithms
by: Thornton, Chris
Published: (2014)

WEKA-G: Parallel data mining on computational grids
by: PIMENTA, A., et al.
Published: (2009-12-01)

Open-Source Machine Learning: R Meets Weka
by: Hornik, Kurt, et al.
Published: (2007)

COVID-19 Prediction Applying Supervised Machine Learning Algorithms with Comparative Analysis Using WEKA
by: Charlyn Nayve Villavicencio, et al.
Published: (2021-06-01)

AUC4.5: AUC-Based C4.5 Decision Tree Algorithm for Imbalanced Data Classification
by: Jong-Seok Lee
Published: (2019-01-01)

Inclusión en Weka de filtros basados en conjuntos aproximados para bases desbalanceadas (Inclusion of filters in Weka based in rough sets for imbalanced bases)
by: Addel Arnaldo Goya Jorge, et al.
Published: (2015-12-01)

A Perspective View of Cotton Leaf Image Classification Using Machine Learning Algorithms Using WEKA
by: Bhagya M. Patil, et al.
Published: (2021-01-01)

Optimization of PBFT Algorithm Based on Improved C4.5
by: Xiandong Zheng, et al.
Published: (2021-01-01)

WEKA Yazılım Paketinin Siğil Tedavi Yöntemlerinin Başarısının Tahmininde Kullanımı
by: Rukiye UZUN, et al.
Published: (2019-01-01)

LDA filter: A Latent Dirichlet Allocation preprocess method for Weka.
by: P Celard, et al.
Published: (2020-01-01)

Identificação de tráfego bittorrent com fins periciais utilizando Weka
by: Haus, Gerson Luiz
Published: (2013)

Comparative Analysis of Data Mining Classification Algorithms in Type-2 Diabetes Prediction Data Using WEKA Approach
by: Kawsar Ahmed, et al.
Published: (2014-10-01)

Evaluation of Attribute Selection Principles in C4.5 Classification Algorithm
by: Wan-Chun Chiu, et al.
Published: (2003)

RECOMMENDATION SYSTEM FOR VOCATIONAL MAJOR STREAMING BY C4.5 ALGORITHM
by: Indra Mukti Prabowo, et al.
Published: (2017-07-01)

Application of Classification Algorithm C 4.5 for Predicting Asset Maintenance
by: Muhammad Rizki, et al.
Published: (2019-12-01)

Diagnostic model of low visibility events based on C4.5 algorithm
by: Li Chao, et al.
Published: (2020-03-01)

C4.5 Decision Tree Algorithm for Spatial Data, Alternatives and Performances
by: Hafida Belbachir, et al.
Published: (2019-01-01)

Predicted Student Study Period with C4.5 Data Mining Algorithm
by: Agus Supriyanto, et al.
Published: (2021-03-01)

AN IMPROVED C4.5 MODEL CLASSIFICATION ALGORITHM BASED ON TAYLOR’S SERIES
by: Sinam I. Idriss, et al.
Published: (2019-04-01)

IMPLEMENTATION OF C4.5 ALGORITHM TO ASSIST IN THE SELECTION OF FLOOR CONSTRUCTION PROJECTS
by: Aditya Roval Lendra, et al.
Published: (2020-11-01)

Analysis and Discussion and Operational Optimization for Physical Fitness of Military Personnel Based on Weka System
by: LEE,CHANG-SHUN, et al.
Published: (2019)

Patterns Identification in the Consumption of Oracle Database Resources Using Weka Tool in Data Mining
by: Júlio César Brasil Pereira, et al.
Published: (2019-03-01)

K-MEANS VE HİYERARŞİK KÜMELEME ALGORİTMANIN WEKA VE MATLAB PLATFORMLARINDA KARŞILAŞTIRILMASI
by: Mustafa TAKAOĞLU, et al.
Published: (2019-07-01)

Perbandingan Kinerja Tool Data Mining Weka dan Rapidminer Dalam Algoritma Klasifikasi
by: Mochammad Faid, et al.
Published: (2019-06-01)

Decision Tree for Online Voltage Stability Margin Assessment Using C4.5 and Relief-F Algorithms
by: Xiangfei Meng, et al.
Published: (2020-07-01)

Data mining for classification of power quality problems using WEKA and the effect of attributes on classification accuracy
by: S. Asha Kiranmai, et al.
Published: (2018-10-01)

An Alternative Method for Traffic Accident Severity Prediction: Using Deep Forests Algorithm
by: Jing Gan, et al.
Published: (2020-01-01)

Implementation of C4.5 Algorithm and Forward Chaining Method for Higher Education Performance Analysis
by: Idris Mochamad, et al.
Published: (2019-01-01)

Research and implementation of a fast C4.5 algorithm in parallel and distributed computing system
by: WANG,WEI-CHIANG, et al.
Published: (2019)

Effect of Selection of Classification Features C4.5 Algorithm in Student Alcohol Consumption Dataset
by: Tri Astuti, et al.
Published: (2018-09-01)

Implementation of the C4.5 Algorithm to Predict Student Achievement at SMK Negeri 6 Surakarta
by: Giovanni Anggiesta Putri, et al.
Published: (2021-03-01)

C4.5 Algorithm Application for Prediction of Self Candidate New Students in Higher Education
by: Erlan Darmawan
Published: (2018-06-01)

ICU Patient Prediction for Moving with Decision Tree C4.5 and Naïve Bayes Algorithm
by: Sumpena Sumpena, et al.
Published: (2019-09-01)