Blogs
Creating Web-Based Weather Maps for Aviation Technology
Web-based weather maps make the collection and storage of weather data more efficient & effective. Our blog goes into detail.
Blogs
A Call for a Flight Data Analysis Suite
Mosaic lays out an approach to developing a flight data analysis suite that can be used to solve common airspace system problems.
Blogs
Similarity Learning for Image Geolocation
We decided to approach this problem as a similarity learning modeling effort. We used convolutional neural networks to train a model that takes an image or video as input and outputs a vector representation of the input, such that similar inputs will be close to each other in the vector space. The vector learning is driven by a triplet loss function.
Blogs
Managing Business Travel Risk with Machine Learning
Mosaic is developing a machine learning based tool that assists corporate travel manages and business travelers in making the safest travel decisions possible.
Blogs
Moving Fast & Deploying Predictive Analytics
Working in conjunction with subject matter experts, data scientists can swiftly apply statistical tools and uncover emerging trends. This is extremely valuable for companies trying to operate in a disruption. Not only will executives have an accurate representation of their present situation, but new products & services can be devised from these insights.
Blogs
Combat Supply Chain Disruptions with Data Science
Global external shocks are going to continue to happen, that is a fact of operating a business in today’s environment. As companies embrace data science in their decision-making processes, they are better positioned to deal with these disruptions, allowing them to manage a risk-optimized supply chain.
Blogs
What is Computer Vision & why you should be implementing it
Designing and deploying machine vision is a powerful technology that humans can employ to improve their decision making. These deep learning and AI techniques are not easily developed, and trained data scientists need to be involved in the translation of analytics to business insights.
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.