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Ali Naderan

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

352

TOTAL CITATIONS

1

Scholarly Papers (6)

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1.

Evaluating the Spatial Effects of Environmental Influencing Factors on the Frequency of Urban Accidents Using the Spatial Bayes Method Based on Euclidean Distance and Contiguity

Number of pages: 25 Posted: 01 Mar 2023
mohammad sedigh bavar, Ali Naderan and Mahmood Saffarzadeh
affiliation not provided to SSRN, affiliation not provided to SSRN and Tarbiat Modares University
Downloads 84 (777,583)

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Environmental factors, urban accidents, spatial effect based on neighborhood, spatial effect based on distance matrix, spatial Bayes

2.

A Model to Predict Shopping Trips (E-Shopping and Offline Shopping) Based on Time Series Data and Deep Learning Approach

Number of pages: 23 Posted: 11 Jul 2023
MohammadHanif Dasoomi, Ali Naderan and Tofigh Allahviranloo
affiliation not provided to SSRN, affiliation not provided to SSRN and Istinye University
Downloads 70 (875,328)

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Model to predict, e-shopping trips, Offline trips, deep learning, Grey Wolf Optimization Algorithm (GWO)

3.

Evaluating the Spatial Effect of the Contribution of Different Types of Land Use in the Occurrence of Accidents (Case Study: Shiraz Metropolis)

Number of pages: 18 Posted: 01 Mar 2023
mohammad sedigh bavar, Ali Naderan and Mahmood Saffarzadeh
affiliation not provided to SSRN, affiliation not provided to SSRN and Tarbiat Modares University
Downloads 59 (970,490)

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Land Use, Accident, Shiraz Metropolis, Kernel Density Estimate, Geographical Weighing Poisson Regression

4.

Aggregate Crash Prediction Model Based on Gravity Model: Introducing Crash Risk Distribution Concept

Number of pages: 16 Posted: 19 Nov 2023
Saman Dabbaghfeizi, Ali Naderan and Ali Tavakoli Kashani
affiliation not provided to SSRN, affiliation not provided to SSRN and Iran University of Science and Technology
Downloads 57 (989,921)

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Aggregate Crash Prediction Model (ACPM), Crash Prediction Model (CPM), Crash Risk Distribution (CRD), Gravity Model (GM), four-step demand model (FSDM)

5.

Analysis of the Role of Pedestrian Infrastructure in Pedestrian Accidents Using Machine Learning Algorithms: A Case Study of Isfahan City

Number of pages: 24 Posted: 18 Nov 2025
Rasoul Zabihian, Mohammad Reza Ahadi and Ali Naderan
Islamic Azad University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 44 (1,133,231)

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Pedestrian Infrastructure, Sidewalk Width, Pedestrian Accidents, Machine learning, Urban Planning, Pedestrian Safety

6.

A Hybrid Machine Learning Model for Estimating Shopping Trips (Combination of a Gray Wolf Optimization Algorithm and a Deep Convolutional Neural Network): A Case Study of Tehran, Iran

Number of pages: 13 Posted: 22 Sep 2023
MohammadHanif Dasoomi, Ali Naderan and Tofigh Allahviranloo
affiliation not provided to SSRN, affiliation not provided to SSRN and Istinye University
Downloads 38 (1,236,159)
Citation 1

Abstract:

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online shopping trip, offline shopping trips, gray wolf optimization, deep neural network model, e-commerce and transportation