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Analysed potential of big data and supervised machine learning techniques in effectively forecasting travel times from fused data
Abstract : 1307
PDF : 1131
Machine Learning Application for Improving Customer and Postal Logistics Operator Satisfaction in Urban Areas – A Review
Abstract : 386
PDF : 172
Analysis of Traffic Conflicts at Roundabout Entrances and Exits – A Machine Learning Approach for Enhanced Safety
Abstract : 1077
PDF : 126
Impact of Data Balancing and Feature Engineering on Accident Severity Models
Abstract : 619
PDF : 128
Cost Optimisation Tool for Multicommodity Network Flow Problem in Telecommunications
Abstract : 278
PDF : 428
On the Performance of Machine Learning Based Flight Delay Prediction – Investigating the Impact of Short-Term Features
Abstract : 781
PDF : 477
Reinforcement Learning-Based Routing Protocols in Vehicular and Flying Ad Hoc Networks – A Literature Survey
Abstract : 5357
PDF : 547
Modelling Driver Behaviour at Urban Signalised Intersections Using Logistic Regression and Machine Learning
Abstract : 406
PDF : 501
Prediction and Investigation of the Injury Severity of Drivers Involved in Speeding-Related Crashes Using Machine Learning Models
Abstract : 74
PDF : 35
Road Traffic Accident Prediction Based on Multi-Source Data – A Systematic Review
Abstract : 707
PDF : 338
Prediction of Fatal and Major Injury of Drivers, Cyclists, and Pedestrians in Collisions
Abstract : 764
PDF : 720
Evaluating the Market Share of China Railway Express Lines – A Data-driven Approach
Abstract : 555
PDF : 470
A Deep Learning Approach for Enhanced Real-Time Prediction of Winter Road Surface Temperatures in High-Altitude Mountain Areas
Abstract : 277
PDF : 178
Multiclass Classification with Imbalanced Datasets for Car Ownership Demand Model – Cost-Sensitive Learning
Abstract : 685
PDF : 441
Expert System Models for Forecasting Forklifts Engagement in a Warehouse Loading Operation: A Case Study
Abstract : 983
PDF : 711
Traffic Volume Forecasting Model of Freeway Toll Stations During Holidays – An SVM Model
Abstract : 386
PDF : 349
Proactive Detection and Mitigation Strategies for Advanced Persistent Threats
Abstract : 3225
PDF : 226
Regional Expressway Freight Volume Prediction Algorithm Based on Meteorological Information
Abstract : 330
PDF : 588
Multi-Flight Rerouting Optimisation Based on Typical Flight Paths Under Convective Weather in the Terminal Area
Abstract : 390
PDF : 336
A Novel Traffic Speed Prediction for Road Weaving Sections: Incorporating Traffic Flow Characteristics
Abstract : 302
PDF : 497
Urban Railway Transit Timetable Optimisation Based on Passenger-and-Trains Matching – A Case Study of Beijing Metro Line
Abstract : 608
PDF : 559
