International Conference on Computer and Knowledge Engineering

Home / 12th International Conference on Computer and Knowledge Engineering

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.

List of archived papers

Instance Selection from Skewed Class Distributions by Using the multi-objective optimizer

Mona Moradi - Javad Hamidzadeh

Synthetic Trajectory Sharing Indoors under Privacy Constraints

Mahdi Soltanpour - Vahideh Moghtadaiee - Mina Alishahi

Classification of benign and malignant tumors in Digital Breast Tomosynthesis images using Radiomic-based methods

Farangis Sajadi moghadam - Saeid Rashidi

Computational Microscopy Based on Fourier Ptychography using Embedded Architecture

Rezvan Mir - Abedin Vahedian

Class-Aware Balanced Point Cloud Donwsampling for Efficient Large-Scale 3D Scene Understanding

Mohammad Yousefipour - Marjan Naderan - Morteza Jaderyan

Multimodal Deep Learning Framework for PTSD Detection during Sleep via EEG and Biosignal Fusion

Danial Eskandari Faruji - Amir Akhavan Saffar - Mobina Ansari Astaneh

Adaptive Sliding Window Optimization for Multi-Dimensional Data Streams Using Reinforcement Learning

Abolfazl Zarghani

Effect of Tissue Excitation in Breast Cancer Detection from Ultrasound RF Time Series: Phantom studies

Elaheh Norouzi Ghehi - Ali Fallah - Saeid Rashidi - Maryam Mehdizadeh Dastjerdi

A Language-Independent Approach to Classification of Textual File Fragments: Case Study of Persian, English, and Chinese Languages

Fatemeh Mansouri Hanis - Hamidreza Khoshvaghti - Mehdi Teimouri - Hadi Veisi

A Cost-Sensitive Genetic Algorithm for Customer Segmentation in Auto Insurances

Alireza Khajenoori - Mohammad Saniee Abadeh - Mohsen Mohammadzadeh

more

Samin Hamayesh - Version 44.5.0