Fusing Self-Reported and Sensor Data from Mixed-Reality Training

I/ITSEC 2014

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Comparison of Navigation Methods in Augmented Reality Guided Assembly

Anastacia MacAllister; Stephen Gilbert; Joseph Holub; Eliot Winer & Paul Davies

I/ITSEC 2016

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Evaluating the Value of Dynamic Terrain Simulation on Training Quality

I/ITSEC 2016

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Comparing Visual Assembly Aids for Augmented Reality Work Instructions

I/ITSEC 2017

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Predicting Manufacturing Aptitude using Augmented Reality Work Instructions

Anastacia MacAllister; Eliot Winer & Jack Miller

I/ITSEC 2017

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Military Team Training Utilizing GIFT

I/ITSEC 2017

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Adapting Bayesian Networks to Predict Complex Systems using Small Datasets

Anastacia MacAllister & Eliot Winer

I/ITSEC 2018

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Team Training for Enemy Identification Using an Intelligent Tutoring System

I/ITSEC 2018

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Prognostic Health Management Using Semi-Supervised Machine Learning

Anastacia MacAllister; Jordan Belknap; Danielle Clement; Stephen Summers & George Hellstern

I/ITSEC 2019

Publication Year: 2019

Part of: ECIT Session 9:New Thinking About How Machines

Optimizing Feature Selection for Semi-Supervised Machine Learning Classifiers

Anastacia MacAllister; Jordan Belknap; Danielle Clement; Megan McConnell & Stephen Summers

I/ITSEC 2020

Publication Year: 2020

Part of: ECIT 4: Unsupervised Scalability

Using Machine Learning for Battle Management Analysis

Anastacia MacAllister; Patrick Rupp; George Hellstern; Jason Garrison; Daniel Javorsek & Philip Chu

I/ITSEC 2021

Publication Year: 2021

Part of: ECIT 7: Machine Learning in the Wild: Applications, Approaches, and Lessons Learned

Developing a Scalable Data Analytics Pipeline

Anastacia MacAllister; Patrick Rupp; Jason Garrison; George Hellstern; Daniel Javorsek & Philip Chu

I/ITSEC 2021

Publication Year: 2021

Part of: ECIT 4: Data Architecture for Tomorrow's Analytics

Detecting Patterns of Life Using Deep Learning

Javier Garza; Anastacia MacAllister & Patrick Rupp

I/ITSEC 2022

Publication Year: 2022

Part of: ECIT 9: Patterns of Life: Too Human for AI?

Step One: Install Plumbing - Criticality of Data Management for AI/ML

Anastacia MacAllister; Daniel Javorsek; Louis Dube & Patrick Rupp

I/ITSEC 2022

Publication Year: 2022

Part of: PSMA 2: Fragile Data, Fragile Behavior

Machine Learning at the Edge: UAV Automatic Takeoff and Landing

Anastacia MacAllister; Alicja Kwasniewska & Rey Nicolas

I/ITSEC 2022

Publication Year: 2022

Part of: ECIT 2: Unsupervised ML: Should we trust the machines?

- Rapid Retraining Architecture for Deploying AI/ML at the Speed of Relevance

Anastacia MacAllister; Dennis Chen; Victoria Dorn; Arman Ommid & Rey Nicolas

I/ITSEC 2023

Publication Year: 2023

Part of: ECIT 3: Leveraging AI for Optimization and Simulation

Developing the Human Machine Teaming (HMT) Ecosystem

I/ITSEC 2023

Publication Year: 2023

Part of: Best Paper Nominee Session 1

Uncertainty Aware Distributional Ensemble Reinforcement Learning for Flight Control

Joseph Gleason; Anastacia MacAllister & Micah Bryant

I/ITSEC 2024

Publication Year: 2024

Part of: ECIT 12: Advanced AI Techniques for Risk Aware Flight Control & Combat Optimization