White Papers
Detecting Airport Layouts with Computer Vision
Computer vision is a powerful AI technique with vast business applications. In this white paper, Mosaic examines how to use machine vision for detecting airport layouts from the sky.
White Papers
Revamping Airline Demand Forecasting
In our white paper, Mosaic examines fresh machine learning based approaches to more accurately forecast airline seat demand.
Blogs
Aircraft Trajectory Optimizer
Optimizing how airplanes take off is an ideal use case for fusing IoT and predictive analytics.
Blogs
Aircraft Performance Model IoT Data Mining
We have needed to be able to predict how long a flight will take to fly its trajectory. Quite often, it has been adequate and possible to use the outputs of one of our predictive analysis tools for this purpose. It predicts both the arrival time (ETA) as well as some intermediate times that we have used in a variety of other places.
Blogs
Human Decision Making in Machine Learning Deployment for Air Traffic Flow Management
Being able to accept machine learning outputs in the decision making process is critically important, especially in Air Traffic decisions.
Case Studies
Dynamic Airspace Configuration
This case study examines how Mosaic helped NASA and the FAA dynamically balance airspace capacity & demand.
Aviation Machine Learning
Predicting Ground-Traffic Delays Resulting from Weather and Traffic Uncertainties
We built a predictive machine learning model that incorporates weather forecasts and air traffic movements to provide decision support to air traffic controllers.
Case Studies
Optimizing Shipping Operations
Mosaic built custom ML & AI models for a leading express shipping company to optimize their overnight shipping operations.