International Conference on Computer and Knowledge Engineering

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City Intersection Clustering and Analysis Based on Traffic Time Series

Authors :

Mohammad Aminazadeh¹ Fakhroddin Noorbehbahani²

1- university of isfahan 2- university of isfahan

Keywords :

Time Series Clustering،City Intersection Clustering،Time Series Visualization،Traffic Management

Abstract :

In the past few years, the number of private vehicles has risen intensely and will continue to grow in the future. Traffic management has become a significant concern as traffic issues directly affect the quality of life. Different methods have been implemented to track city traffic and find ways to reduce congestion, accidents, etc., but there is room for improvement. This study attempts to cluster city intersections based on their traffic time series to find similar places in the city. The result of this study would help traffic managers have specified policies and behaviors for each group of intersections, which tremendously reduces cost and increases the efficiency of results.

Papers List

List of archived papers

Adaptive-A-GCRNN: Enhancing Real-time Multi-band Spectrum Prediction through Attention-based Spatial-Temporal Modeling

Seyed majid Hosseini - Seyedeh Mozhgan Rahmatinia - Seyed Amin Hosseini Seno - Hadi Sadoghi yazdi

Optimizing MR Image Registration for Accurate Brain Volume Measurement in Children with Autism Spectrum Disorder

Shiva Sanati - Mahdi Saadatmand

Using Deep Learning for Classification of Lung Cancer on CT Images in Ardabil Province

Mohammad Ali Javadzadeh Barzaki - Jafar Abdollahi - Mohammad Negaresh - Maryam Salimi - Hadi Zolfeghari - Mohsen Mohammadi - Asma Salmani - Rona Jannati - Firouz Amani

Optimization of quantum secret sharing communication using corresponding bits

Mahsa Khorrampanah - Mohammad Bolokian - Monireh Houshmand

Automatic Detection and Risk Assessment of Session Management Vulnerabilities in Web Applications

Nasrin Garmabi - Mohammad Ali Hadavi

A Review on Secure Data Storage and Data Sharing Technics in Blockchain-based IoT Healthcare Systems

Seyedeh Somayeh Fatemi Nasab - Davoud Bahrepour - Seyed Reza Kamel Tabbakh

An effective hybrid algorithm for locating splicing forgery image

Seyed Hesamoddin Hosseini - Amene Vatanparast - Amir Hossein Taherinia

Machine and Deep Learning Models for Prediction of Small Molecule–Biotech Drug Pair’s Interactions

Fatemeh Nasiri - Mohsen Hooshmand

Optimizing Question-Answering Framework Through Integration of Text Summarization Model and Third-Generation Generative Pre-Trained Transformer

Ervin Gubin Moung - Toh Sin Tong - Maisarah Mohd Sufian - Valentino Liaw - Ali Farzamnia - Farashazillah Yahya

A New Hypercube Variant: Pruned Shuffle Connected Cube

Reza Latifi - Mahmoud Naghibzadeh

Samin Hamayesh - Version 41.7.6