Improved naive Bayes classification algorithm for traffic risk management

H Chen, S Hu, R Hua, X Zhao - EURASIP Journal on Advances in Signal …, 2021 - Springer
Naive Bayesian classification algorithm is widely used in big data analysis and other fields
because of its simple and fast algorithm structure. Aiming at the shortcomings of the naive …

A centralized and dynamic network congestion classification approach for heterogeneous vehicular networks

F Falahatraftar, S Pierre, S Chamberland - IEEE Access, 2021 - ieeexplore.ieee.org
Network congestion-related studies consist mainly of two parts: congestion detection and
congestion control. Several researchers have proposed different mechanisms to control …

Role of machine learning in WSN and VANETs

M Gillani, HA Niaz, M Tayyab - International Journal of Electrical and …, 2021 - ijecer.org
Dynamic nature of Vehicular Ad-hoc Networks (VANETs) and Wireless Sensor Networks
(WSN) makes them hard to deal accordingly. For such dynamicity, Machine learning (ML) …

QOS aware and secured routing algorithm using machine intelligence in next generation VANET

J Nadarajan, J Kaliyaperumal - International Journal of System Assurance …, 2021 - Springer
Vehicular ad-hoc networks have been emerging as an inevitable research topic in recent
years due to its applications in Intelligent Transportation System. Establishing end-to-end …

DTMR: A decision tree-based multimetric routing protocol for vehicular ad hoc networks

L Lemus Cárdenas, AM Mezher… - Proceedings of the 18th …, 2021 - dl.acm.org
The emerging application of machine learning (ML) in different areas and the good results
obtained have motivated its inclusion in the intelligent transport system (ITS) with smart cities …

Impact of hybridized rider optimization with cuckoo search algorithm on optimal VANET routing

TS Gnanasekar, D Samiappan - International Journal of …, 2021 - Wiley Online Library
VANET routing is a serious concern due to some of the limitations in terms of routing costs.
More research has already worked on VANET routing strategies for enhancing the …

A multi‐level routing method in vehicular ad hoc networks using unnamed aerial vehicle nodes

R Palizian, H Barati, A AnsariAsl - International Journal of …, 2021 - Wiley Online Library
Vehicular ad hoc networks (VANETs) are a subset of mobile ad hoc networks (MANETs) that
can be used to communicate in intelligent transportation systems. In VANETs, each node in …

Data congestion in VANETs: research directions and new trends through a bibliometric analysis

TK Bhatia, RK Ramachandran, R Doss… - The Journal of …, 2021 - Springer
Abstract Vehicular Ad hoc Networks (VANETs) become increasingly popular in academia
and manufacturing businesses. The VANETs domain attracts massive attention from various …

Machine learning-based traffic management techniques for intelligent transportation system

SA Gamel, AI Saleh, HA Ali - Nile journal of communication …, 2021 - njccs.journals.ekb.eg
The increase of congestion in the urban environment has become a major problem. The
traditional traffic control methods with poor administration of human resources do not …

A support vector machine implementation for traffic assignment problem

J González-Vergara, N Serrano, C Iza - … of the 18th ACM Symposium on …, 2021 - dl.acm.org
Simulating urban mobility scenarios is a useful tool for researchers in multiple fields like
Urban Planning, Traffic Optimization, CO ^2 Emissions Analysis, Performance Evaluation of …