Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Saquib, Muhammad Sadman, Ali, Mili Mohammad, Tazmim, Marisha, Ahmad, Faiyaaz
Awduron Eraill:	Arif, Hossain
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2019
Pynciau:	Traffic congestion Congestion prediction Machine learning Regression analysis Intelligent Transport System (ITS) Correlation Logistic regression Traffic engineering. Traffic flow > Bangladesh > Management.
Mynediad Ar-lein:	http://hdl.handle.net/10361/12295

Eitemau Tebyg

A machine learning approach to predicting and mitigating traffic congestion
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Cyhoeddwyd: (2024)

Reducing traffic congestion level of Dhaka city using policy based algorithm in SUMO
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Cyhoeddwyd: (2018)

Reducing traffic congestion through ride sharing in Bangladesh: a case study of Dhaka City
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Cyhoeddwyd: (2021)

A novel approach to forecast traffic congestion using CMTF and machine learning
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Cyhoeddwyd: (2018)

Traffic congestions in Dhaka and socio-economic development in Bangladesh: some micro and macro-level connections
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Cyhoeddwyd: (2017)

Travel time prediction using machine learning and weather impact on traffic conditions
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Cyhoeddwyd: (2018)

BIGD Quarterly, October –December, 2016
gan: BRAC Institute of Governance and Development, BRAC University
Cyhoeddwyd: (2019)

Traﬃc congestion reduction in SUMO using reinforcement learning method
gan: Mouly, Radia Rahman, et al.
Cyhoeddwyd: (2021)

Developing a SIoT compatible novel traffic simulator to evaluate and execute complex SIoT based algorithms in typical road traffic scenarios
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Cyhoeddwyd: (2022)

An efficient algorithm for detecting traffic congestion and a framework for smart traffic control system
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Cyhoeddwyd: (2016)

Real time traffic density measurement using computer vision and dynamic traffic control
gan: Chowdhury, Md. Fahim, et al.
Cyhoeddwyd: (2018)

Public vehicle ETA system using machine learning
gan: Kabir, Md. Miraz, et al.
Cyhoeddwyd: (2018)

Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics
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Cyhoeddwyd: (2022)

Four way effective traffic management system
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Cyhoeddwyd: (2023)

An intelligent road traffic management system
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Cyhoeddwyd: (2016)

Tuning the TCP congestion control parameters to optimize client-server systems
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Cyhoeddwyd: (2016)

Impact of background utilization and background traffic on the foreground applications in a wide area network
gan: Uddin, Zia, et al.
Cyhoeddwyd: (2016)

An automated traffic signal management system
gan: Chowdhury, Partha Narayan, et al.
Cyhoeddwyd: (2017)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
gan: Boateng, Albert, et al.
Cyhoeddwyd: (2024)

Night mode prohibitory traffic signs detection
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

Traffic sign recognition using deep learning
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Cyhoeddwyd: (2020)

Crowed source based traffic analysis using machine learning algorithm
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Cyhoeddwyd: (2017)

Work from home: an effective way to enhance employee productivity
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Cyhoeddwyd: (2023)

Image classification using deep neural network for efficient identification of traffic sign
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Cyhoeddwyd: (2018)

Traffic condition awareness using kalman filter technique with the aid of arduino and matlab embedded system author
Cyhoeddwyd: (2018)

Telecommunications switching, traffic and networks /
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Performance of VoIP networks using MPLS traffic engineering
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Cyhoeddwyd: (2016)

Digitization of the entire traffic system and mitigation of the ongoing traffic crisis across cities of developing nations
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Cyhoeddwyd: (2016)

Real time traffic monitoring system using crowd sourced GPS data
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Queueing theory based vehicular traffic management system through Jackson Network Model and Optimization
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Cyhoeddwyd: (2021)

IoT based smart traffic control system using sumo traffic simulator
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Cyhoeddwyd: (2021)

Impact of black-hole and jellyfish attacks in MANET using HTTP traffic
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Cyhoeddwyd: (2017)

Crowd source based traffic analysis using machine learning algorithm
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Cyhoeddwyd: (2018)

Speed limit traffic sign recognition in night mode based on deformable spatial pyramid
gan: Pinku, Subroto Nag
Cyhoeddwyd: (2016)

Augmented reality based flight assisting system under emergency circumstances
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Cyhoeddwyd: (2021)

LVQ and HOG based speed limit traffic signs detection and categorization
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

ইমারত নির্মাণের জন্য ট্রাফিক সার্কুলেশন ছাড়পত্র
gan: সড়ক পরিবহন ও সেতু মন্ত্রণালয়
Cyhoeddwyd: (2023)

Colonial drug trade in South Asia : from Palashi to partition /
gan: Haq, M. Emdadul
Cyhoeddwyd: (2017)

Detection and classification of speed limit traffic signs
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

Role of Dhaka Metropolitan Police (DMP) in present traffic management system of Dhaka City
gan: Arif, Md. Shamsul
Cyhoeddwyd: (2014)