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Analysed potential of big data and supervised machine learning techniques in effectively forecasting travel times from fused data
Abstract : 1358
PDF : 1140
Machine Learning Application for Improving Customer and Postal Logistics Operator Satisfaction in Urban Areas – A Review
Abstract : 522
PDF : 216
Analysis of Traffic Conflicts at Roundabout Entrances and Exits – A Machine Learning Approach for Enhanced Safety
Abstract : 1208
PDF : 182
Impact of Data Balancing and Feature Engineering on Accident Severity Models
Abstract : 794
PDF : 205
Cost Optimisation Tool for Multicommodity Network Flow Problem in Telecommunications
Abstract : 372
PDF : 461
On the Performance of Machine Learning Based Flight Delay Prediction – Investigating the Impact of Short-Term Features
Abstract : 827
PDF : 516
Reinforcement Learning-Based Routing Protocols in Vehicular and Flying Ad Hoc Networks – A Literature Survey
Abstract : 5515
PDF : 583
Prediction and Investigation of the Injury Severity of Drivers Involved in Speeding-Related Crashes Using Machine Learning Models
Abstract : 577
PDF : 197
Modelling Driver Behaviour at Urban Signalised Intersections Using Logistic Regression and Machine Learning
Abstract : 525
PDF : 547
Road Traffic Accident Prediction Based on Multi-Source Data – A Systematic Review
Abstract : 1159
PDF : 472
Prediction of Fatal and Major Injury of Drivers, Cyclists, and Pedestrians in Collisions
Abstract : 834
PDF : 730
A Deep Learning Approach for Enhanced Real-Time Prediction of Winter Road Surface Temperatures in High-Altitude Mountain Areas
Abstract : 364
PDF : 214
Multiclass Classification with Imbalanced Datasets for Car Ownership Demand Model – Cost-Sensitive Learning
Abstract : 725
PDF : 450
Expert System Models for Forecasting Forklifts Engagement in a Warehouse Loading Operation: A Case Study
Abstract : 1041
PDF : 718
Proactive Detection and Mitigation Strategies for Advanced Persistent Threats
Abstract : 4506
PDF : 309
Traffic Volume Forecasting Model of Freeway Toll Stations During Holidays – An SVM Model
Abstract : 436
PDF : 370
Optimising the Economic Feasibility of High-Speed Maglev Systems: A Simulation-Based Approach for Variable and Parameter Analysis
Abstract : 497
PDF : 283
Analysis of Roadway Traffic Accidents Based on Rough Sets and Bayesian Networks
Abstract : 960
PDF : 691
Evaluating the Market Share of China Railway Express Lines – A Data-driven Approach
Abstract : 627
PDF : 482
Regional Expressway Freight Volume Prediction Algorithm Based on Meteorological Information
Abstract : 416
PDF : 620
Multi-Flight Rerouting Optimisation Based on Typical Flight Paths Under Convective Weather in the Terminal Area
Abstract : 438
PDF : 434
