A machine learning approach to predicting and mitigating traffic congestion

A machine learning approach to predicting and mitigating traffic congestion

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Faisal, Abu Fatah Mohammed, Zahid, Chowdhury Zaber Bin, Hasan, Walid Ibne, Talukder, Shuvo
Άλλοι συγγραφείς:	Esfar-E-Alam, A.M.
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Traffic congestion Urban mobility Machine learning Traffic prediction Traffic management Traffic engineering > Data processing. Traffic congestion > Prediction. Traffic congestion > Prevention.
Διαθέσιμο Online:	http://hdl.handle.net/10361/23938

Παρόμοια τεκμήρια

A novel approach to forecast traffic congestion using CMTF and machine learning
ανά: Chowdhury, Md. Mohiuddin, κ.ά.
Έκδοση: (2018)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
ανά: Saquib, Muhammad Sadman, κ.ά.
Έκδοση: (2019)

Traffic congestions in Dhaka and socio-economic development in Bangladesh: some micro and macro-level connections
ανά: Ahmed, Ansar
Έκδοση: (2017)

Reducing traffic congestion through ride sharing in Bangladesh: a case study of Dhaka City
ανά: Mollah, Md Lokman Hossain
Έκδοση: (2021)

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

Reducing traffic congestion level of Dhaka city using policy based algorithm in SUMO
ανά: Islam, Khandker Mushfiqul, κ.ά.
Έκδοση: (2018)

Travel time prediction using machine learning and weather impact on traffic conditions
ανά: Deb, Bilash, κ.ά.
Έκδοση: (2018)

Real time traffic density measurement using computer vision and dynamic traffic control
ανά: Chowdhury, Md. Fahim, κ.ά.
Έκδοση: (2018)

Developing a SIoT compatible novel traffic simulator to evaluate and execute complex SIoT based algorithms in typical road traffic scenarios
ανά: Gazi, Sami Muhammad, κ.ά.
Έκδοση: (2022)

An efficient algorithm for detecting traffic congestion and a framework for smart traffic control system
ανά: Karim, Dewan Tanzim ul, κ.ά.
Έκδοση: (2016)

Crowed source based traffic analysis using machine learning algorithm
ανά: Orthy, Marzia Khan, κ.ά.
Έκδοση: (2017)

Traﬃc congestion reduction in SUMO using reinforcement learning method
ανά: Mouly, Radia Rahman, κ.ά.
Έκδοση: (2021)

An intelligent road traffic management system
ανά: Alam, Tahmid Tanzi, κ.ά.
Έκδοση: (2016)

Impact of background utilization and background traffic on the foreground applications in a wide area network
ανά: Uddin, Zia, κ.ά.
Έκδοση: (2016)

An automated traffic signal management system
ανά: Chowdhury, Partha Narayan, κ.ά.
Έκδοση: (2017)

Four way effective traffic management system
ανά: Mehraj, Fahad Sharif, κ.ά.
Έκδοση: (2023)

Night mode prohibitory traffic signs detection
ανά: Biswas, Rubel, κ.ά.
Έκδοση: (2017)

Traffic sign recognition using deep learning
ανά: Amir, Afia Binte, κ.ά.
Έκδοση: (2020)

Image classification using deep neural network for efficient identification of traffic sign
ανά: Saha, Sourajit
Έκδοση: (2018)

Digitization of the entire traffic system and mitigation of the ongoing traffic crisis across cities of developing nations
ανά: Yasar, Mohammad Samin, κ.ά.
Έκδοση: (2016)

Performance of VoIP networks using MPLS traffic engineering
ανά: Faisal, Mohammed Fuad Ad, κ.ά.
Έκδοση: (2016)

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

Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics
ανά: Hossain, Md. Shahriyar, κ.ά.
Έκδοση: (2022)

Real time traffic monitoring system using crowd sourced GPS data
ανά: Md. Al Amin, κ.ά.
Έκδοση: (2015)

Work from home: an effective way to enhance employee productivity
ανά: Nazneen, Sumaya
Έκδοση: (2023)

Telecommunications switching, traffic and networks /
ανά: Flood, J. E. (John Edward), 1925-
Έκδοση: (1999)

ইমারত নির্মাণের জন্য ট্রাফিক সার্কুলেশন ছাড়পত্র
ανά: সড়ক পরিবহন ও সেতু মন্ত্রণালয়
Έκδοση: (2023)

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

Impact of black-hole and jellyfish attacks in MANET using HTTP traffic
ανά: Ahmed, Faisal, κ.ά.
Έκδοση: (2017)

Crowd source based traffic analysis using machine learning algorithm
ανά: Orthy, Marzia Khan, κ.ά.
Έκδοση: (2018)

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

IoT based smart traffic control system using sumo traffic simulator
ανά: Hossain, Sk Md Sunny, κ.ά.
Έκδοση: (2021)

ট্রাফিক অনাপত্তি ছাড়পত্র
ανά: বাংলাদেশ পুলিশ
Έκδοση: (2023)

Public vehicle ETA system using machine learning
ανά: Kabir, Md. Miraz, κ.ά.
Έκδοση: (2018)

Tuning the TCP congestion control parameters to optimize client-server systems
ανά: Uddin, Jia, κ.ά.
Έκδοση: (2016)

LVQ and HOG based speed limit traffic signs detection and categorization
ανά: Biswas, Rubel, κ.ά.
Έκδοση: (2017)

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

Detection and classification of speed limit traffic signs
ανά: Biswas, Rubel, κ.ά.
Έκδοση: (2017)

Unplanned urbanization and hill cutting: a study on environmental change in sylhet
ανά: Rahman, Md. Habibur
Έκδοση: (2012)

Assessment of road safety awareness and knowledge among drivers and community people: A baseline study
ανά: Kumar Saha, Polin, κ.ά.
Έκδοση: (2022)