Prediction of traffic intensity using machine learning techniques

Prediction of traffic intensity using machine learning techniques

Congestion occurs in densely populated areas, where road capacity is insufficient to accommodate the demands of trips. Congestion is also a leading traffic issue all around the world. Therefore, the management of traffic flow intensity is crucial to combat the persistent congestion issues. With...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ang, Shi Xuan
مؤلفون آخرون:	Zhu Feng
التنسيق:	Final Year Project
اللغة:	English
منشور في:	Nanyang Technological University 2024
الموضوعات:	Engineering Civil
الوصول للمادة أونلاين:	https://hdl.handle.net/10356/176452
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
المؤسسة:	Nanyang Technological University
اللغة:	English

مواد مشابهة

Accident risk assessment and prediction using surrogate indicators and machine learning
بواسطة: Shi, Xiupeng
منشور في: (2019)

Deep learning-based traffic flow prediction and traffic management system for urban transportation networks
بواسطة: Zhao, Han
منشور في: (2023)

Predicting traffic incident duration using deep learning model with real-time data
بواسطة: Zhang, Ruilin
منشور في: (2019)

Traffic planning using geo-processing techniques
بواسطة: Sim, Nyap Fong.
منشور في: (2009)

Study of traffic incident classification using support vector machine
بواسطة: Tan, Jing Mei
منشور في: (2017)

Research on machine learning based rockburst intensity prediction model
بواسطة: Mu, Xinyi
منشور في: (2022)

Energy efficiency modeling and predicting using advanced machine learning
بواسطة: Tan, Si Heng
منشور في: (2021)

Machine learning based online traffic incident detection and management for urban networks
بواسطة: Yang, Huan
منشور في: (2021)

MALICIOUS TRAFFIC DETECTION WITH MACHINE LEARNING TECHNIQUES
بواسطة: OLIVIA NIM : 13511001, THEA

Prediction of ship motion in waves using machine learning techniques
بواسطة: Tan, Jing Herng
منشور في: (2023)

Application of extreme learning machine techniques in traffic network parameter estimation
بواسطة: Sng, Darrel Jia Hong
منشور في: (2016)

An air traffic controller action extraction-prediction model using machine learning approach
بواسطة: Pham, Duc-Thinh, وآخرون
منشور في: (2021)

Prediction of taxi intensity in singapore : a naïve bayes approach
بواسطة: Rosliyana Rosli
منشور في: (2017)

An automated machine learning (AutoML) method of risk prediction for decision-making of autonomous vehicles
بواسطة: Shi, Xiupeng, وآخرون
منشور في: (2022)

Stock prediction using machine learning
بواسطة: Ang, Eugene Joon Kit
منشور في: (2020)

Shield attitude prediction based on Bayesian-LGBM machine learning
بواسطة: Chen, Hongyu, وآخرون
منشور في: (2023)

Application of machine learning in predicting the rate-dependent compressive strength of rocks
بواسطة: Wei, Mingdong, وآخرون
منشور في: (2022)

Application of machine learning techniques on cryptocurrency index prediction
بواسطة: Muhammad Hisyam Jukifli
منشور في: (2021)

Soil database development with the application of machine learning methods in soil properties prediction
بواسطة: Li, Yangyang, وآخرون
منشور في: (2023)

Car plate detection using machine learning techniques
بواسطة: Ang, Tian Hao
منشور في: (2021)

Machine learning-aided prediction of the mechanical properties of frozen fractured rocks
بواسطة: Meng, Wenzhao, وآخرون
منشور في: (2023)

Evaluating the use of different machine learning techniques to predict traditional Chinese medicine diagnosis
بواسطة: Kon, Wen Xuan
منشور في: (2021)

Intelligent heterogeneous wireless network using machine learning techniques
بواسطة: Ko, Sandra Shi Hui
منشور في: (2022)

Traffic performances at roundabouts with varying penetration rate of mixed flow
بواسطة: Chang, Isaac Jia Xuan
منشور في: (2022)

A machine learning based study on pedestrian movement dynamics under emergency evacuation
بواسطة: Wang, Ke, وآخرون
منشور في: (2020)

Prediction of rainfall intensity using artificial intelligence (AI) techniques in Singapore
بواسطة: Toh, Jia Yee
منشور في: (2019)

Multibranch adaptive fusion graph convolutional network for traffic flow prediction
بواسطة: Zan, Xin, وآخرون
منشور في: (2023)

Internet traffic prediction using kernel online learning
بواسطة: Che, Jiuwei
منشور في: (2014)

Evaluating the impact of autonomous vehicles on on-ramp traffic using SUMO
بواسطة: Md Mikail Md Raffee
منشور في: (2020)

Predicting water quality under uncertainty using stochastic modeling techniques
بواسطة: Novem, Lavanya.
منشور في: (2010)

MACHINE LEARNING USING A COMBINED ARIMA MODEL AND LSTM FOR TRAFFIC DENSITY PREDICTION
بواسطة: Rahmi Maulida, Nabila

Comparing resampling algorithms and classifiers for modeling traffic risk prediction
بواسطة: Wang, Bo, وآخرون
منشور في: (2023)

Congestion estimation and turning ratio prediction based on machine learning with applications in urban traffic light control
بواسطة: Chen, Qixing
منشور في: (2020)

Prediction of rainfall-runoff processes through black-box techniques
بواسطة: Lee, Liang Cen
منشور في: (2015)

System vulnerability modeling and assessment in seismic-prone areas using machine learning
بواسطة: Chen, Weiyi
منشور في: (2022)

Predictive maintenance using machine learning
بواسطة: Amal Roy Lerroy Ashwin
منشور في: (2020)

Deep learning approaches for traffic prediction
بواسطة: Shao, Hongxin
منشور في: (2020)

CELLULAR NETWORK TRAFFIC PREDICTION SISTEM USING MACHINE LEARNING ALGORITHM AND GATED RECURRENT UNIT BASED ON BTS TRAFFIC DATA
بواسطة: Maliky, Anggoro

Machine learning based traffic demand estimation
بواسطة: Wang, Xinxu
منشور في: (2022)

Traffic management at intersection
بواسطة: Wang, Xiao Qing
منشور في: (2018)