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Introduction to the Virtual Collection on Machine Learning in Aerospace
Lithological mapping of Nidar ophiolite complex, Ladakh using high-resolution data
Innovation Paths for Machine Learning in Robotics
Grasping learning, optimization, and knowledge transfer in the robotics field
Estimating wildlife strike costs at US airports: A machine learning approach
Modeling and predicting vehicle accident occurrence in Chattanooga, Tennessee
On combining Big Data and machine learning to support eco-driving behaviours
Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models
GIS-based ensemble soft computing models for landslide susceptibility mapping
Reinforcement Learning for Robotic Grasping and Manipulation: A Review
Predicting the global structure of indoor environments: A constructive machine learning approach
Prediction of aircraft performances based on data collected by air traffic control centers
Activity Recognition with Wearable Sensors on Loose Clothing
Traffic campaigns and overconfidence: An experimental approach
Traffic speed prediction for intelligent transportation system based on a deep feature fusion model
Sunspot cycle prediction using Warped Gaussian process regression
Keep it simple stupid! A non-parametric kernel regression approach to forecast travel speeds
Machine learning approach to ship fuel consumption: A case of container vessel
Shipping market forecasting by forecast combination mechanism
Scour Depth Evaluation of a Bridge with a Complex Pier Foundation
Scour Depth Evaluation of a Bridge with a Complex Pier Foundation
An explainable machine learning approach to improve take-off time predictions
Federated learning on the road autonomous controller design for connected and autonomous vehicles
Bridges across borders: A clustering approach to support EU regional policy
Eluding Soot for Better Environment Using Machine Learning
Factors impacting bike crash severity in urban areas
Non-intrusive reduced-order modeling for fluid problems: A brief review
Exploring nonlinear effects of the built environment on ridesplitting: Evidence from Chengdu
Machine learning algorithms in ship design optimization
A data-driven decision support system for service completion prediction in last mile logistics
Microscopic modeling of cyclists on off-street paths: a stochastic imitation learning approach
A random forest algorithm for nowcasting of intense precipitation events
Using ultrasound images of the forearm to predict finger positions
A robust machine learning structure for driving events recognition using smartphone motion sensors