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03/11/2023
Credit Card Fraud Detection Using Enhanced Random Forest Classifier for Imbalanced Data
The credit card has become the most popular payment method for both onli...
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03/11/2023
Detection of DDoS Attacks in Software Defined Networking Using Machine Learning Models
The concept of Software Defined Networking (SDN) represents a modern app...
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07/16/2022
Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data
This paper presents a novel method to compute various measures of effect...
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04/14/2021
Impact of risk factors on work zone crashes using logistic models and Random Forest
Work zone safety is influenced by many risk factors. Consequently, a com...
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09/20/2020
Network and Station-Level Bike-Sharing System Prediction: A San Francisco Bay Area Case Study
The paper develops models for modeling the availability of bikes in the ...
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07/30/2020
Developing a Novel Crowdsourcing Business Model for Micro-Mobility Ride-Sharing Systems: Methodology and Preliminary Results
Micro-mobility ride-sharing is an emerging technology that provides acce...
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06/13/2020
Modeling bike counts in a bike-sharing system considering the effect of weather conditions
The paper develops a method that quantifies the effect of weather condit...
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06/12/2020
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains
This paper develops a novel two-layer hierarchical classifier that incre...
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06/12/2020
Modeling bike availability in a bike-sharing system using machine learning
This paper models the availability of bikes at San Francisco Bay Area Bi...
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06/12/2020
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis
With the fast advancements of the Autonomous Vehicle (AV) industry, dete...
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06/07/2020
A Comparative Analysis of E-Scooter and E-Bike Usage Patterns: Findings from the City of Austin, TX
E-scooter-sharing and e-bike-sharing systems are accommodating and easin...
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06/07/2020