DATAWorks Sessions Archive

Type Session Title Speaker Materials Year
Breakout Open Architecture Tradeoffs (OAT): A simple, computational game engine for rapidly exploring hypotheses in Battle Management Command and Control (BMC2) Shelley Cazares

2019
Breakout Comparison of Methods for Testing Uniformity to Support the Validation of Simulation Models used for Live-Fire Testing Shannon Shelburne

2019
Breakout Valuing Human Systems Integration: A Test and Data Perspective Jeffrey Thomas

2019
Breakout Air Force Human Systems Integration Program Anthony Thomas

2019
Breakout Toward Real-Time Decision Making in Experimental Settings Devin Francom

2019
Breakout Area Validation for Applications with Mixed Uncertainty Laura White

2019
Breakout A 2nd-Order Uncertainty Quantification Framework Applied to a Turbulence Model Validation Effort Robert Baurle

2019
Breakout Sources of Error and Bias in Experiments with Human Subjects Poornima Madhavan

2019
Breakout Deep Reinforcement Learning Benjamin Bell

2019
Breakout Decentralized Signal Processing and Distributed Control for Collaborative Autonomous Sensor Networks Ryan Goldhahn

2019
Breakout An Overview of Uncertainty-Tolerant Decision Support Modeling for Cybersecurity Samrat Chatterjee

2019
Breakout Software Reliability and Security Assessment: Automation and Frameworks Lance Fiondella

2019
Breakout AI & ML in Complex Environment Tien Pham

2019
Breakout Waste Not, Want Not: A Methodological Illustration of Quantitative Text Analysis Laura Castro-Schilo

2019
Breakout Machine Learning Prediction With Streamed Sensor Data: Fitting Neural Networks using Functional Principal Components Chris Gotwalt

2019
Breakout Screening Designs for Resource Constrained Deterministic M&S Experiments: A Munitions Case Study Christopher Drake

2019
Breakout The Isle of Misfit Designs: A Guided Tour of Optimal Designs That Break the Mold Caleb King

2019
Breakout Adapting Operational Test to Rapid-Acquisition Programs Panel Discussion

2019
Breakout Sample Size Calculations for Quiet Sonic Boom Community Surveys Jasme Lee

2019
Breakout Improved Surface Gunnery Analysis with Continuous Data Benjamin Ashwell & V. Bram Lillard

2019
Breakout Human in the Loop Experiment Series Evaluating Synthetic Vision Displays for Enhanced Airplane State Awareness Kathryn Ballard

2019
Breakout Statistical Engineering and M&S in the Design and Development of DoD Systems Doug Ray & Melissa Jablonski

2019
Breakout Uncertainty Quantification: Combining Large Scale Computational Models with Physical Data for Inference Dave Higdon

2019
Breakout A User-Centered Design Approach to Military Software Development Pam Savage-Knepshield

2019
Breakout Engineering first, Statistics second: Deploying Statistical Test Optimization (STO) for Cyber Kedar Phadke

2019
Breakout Validation and Uncertainty Quantification of Complex Models Kassie Fronczyk

2019
Breakout Communicating Statistical Concepts and Results: Lessons Learned from the US Service Academies Panel Discussion

2019
Breakout Multivariate Density Estimation and Data-enclosing Sets Using Sliced-Normal Distributions Luis Crespo

2019
Breakout A Statistical Approach for Uncertainty Quantification with Missing Data Mark Andrews

2019
Breakout Exploring Problems in Shipboard Air Defense with Modeling Ralph Donnelly & Benjamin Ashwell

2019
Breakout Sequential Testing for Fast Jet Life Support Systems Darryl Ahner

2019
Breakout Bayesian Component Reliability Estimation: F-35 Case Study V. Bram Lillard & Rebecca Medlin

2019
Breakout Applying Functional Data Analysis throughout Aerospace Testing David Harrison

2019
Breakout Adopting Optimized Software Test Design Methods at Scale Justin Hunter

2019
Breakout A Quantitative Assessment of the Science Robustness of the Europa Clipper Mission Kelli McCoy

2019
Breakout Identifying and Contextualizing Maximum Instrument Fault Rates and Minimum Instrument Recovery Times for Europa Clipper Science through Applied Statistics and Strategic Visualizations Thomas Youmans

2019
Breakout Design and Analysis of Experiments for Europa Clipper’s Science Sensitivity Model Amy Braverman

2019
Breakout SLS Structural Dynamics Sensor Optimization Study Ken Toro & Jon Stallrich

2019
Breakout The 80/20 rule, can and should we break it using efficient data management tools? Ghaleb Abdulla

2019
Breakout Time Machine Learning: Getting Navy Maintenance Duration Right Tim Kao

2019
Breakout Behavioral Analytics: Paradigms and Performance Tools of Engagement in System Cybersecurity Robert Gough

2019
Breakout 3D Mapping, Plotting, and Printing in R with Rayshader Tyler Morgan-Wall

2019
Breakout Functional Data Analysis for Design of Experiments Tom Donnelly

2019
Breakout Test and Evaluation of Emerging Technologies Dr. Greg Zacharias, Chief Scientist Operational Test and Evaluation

2019
Breakout Challenges in Test and Evaluation of AI: DoD’s Project Maven Jane Pinelis

2019
Breakout Demystifying the Black Box: A Test Strategy for Autonomy Dan Porter

2019
Breakout Satellite Affordability in LEO (SAL) Matthew Avery

2019
Breakout Statistical Process Control and Capability Study on the Water Content Measurements in NASA Glenn’s Icing Research Tunnel Emily Timko

2019
Breakout Reasoning about Uncertainty with the Stan Modeling Language John Haman

2019
Breakout Target Location Error Estimation Using Parametric Models James Brownlow

2019
Breakout Anatomy of a Cyberattack: Standardizing Data Collection for Adversarial and Defensive Analyses Jason Schlup

2019
Breakout A Survey of Statistical Methods in Aeronautical Ground Testing Drew Landman

2019
Breakout Your Mean May Not Mean What You Mean It to Mean Ken Johnson

2019
Breakout A Causal Perspective on Reliability Assessment Lauren Hund

2019
Breakout Hypergames for Control System Security Arnab Bhattacharya

2019
Breakout Probabilistic Data Synthesis to Provide a Defensible Risk Assessment for Army Munition Kevin Singer

2019
Breakout Using Bayesian Neural Networks for Uncertainty Quantification of Hyperspectral Image Target Detection Daniel Ries

2019
Breakout Constructing Designs for Fault Location Erin Lanus

2019
Breakout Accelerating Uncertainty Quantification for Complex Computational Models James Warner

2019
Breakout When Validation Fails: Analysis of Data from an Imperfect Test Chamber Kendal Ferguson

2019
Keynote
Wednesday Keynote Speaker I Dr. Peter Parker
Team Lead, Advanced Measurement Systems
NASA
2019
Keynote
Tuesday Keynote Dr. David Chu
President
Institute for Defense Analyses
2019
Keynote
Thursday Keynote Speaker II Mr. Michael Little
Program Manager, Advanced Information Systems Technology
Earth Science Technology Office, NASA Headquarters
2019
Keynote
Thursday Keynote Speaker I Dr. Wendy Martinez
Director, Mathematical Statistics Research Center, Bureau of Labor Statistics
ASA President-Elect (2020)
materials
2019
Keynote
Wednesday Keynote Speaker II Dr. Laura Freeman
Associate Director, ISL
Hume Center for National Security and Technology, Virginia Tech
2019
Keynote
Thursday Lunchtime Keynote Speaker Dr. T. Charles Clancy
Bradley Professor of Electrical and Computer Engineering
Virginia Tech
2019
Keynote
Wednesday Keynote Speaker III Mr. Timothy Dare
Deputy Director, Developmental Test, Evaluation, and Prototyping
SES OUSD(R&E)
2019
Keynote
Wednesday Lunchtime Keynote Speaker Dr. Jared Freeman
Chief Scientist of Aptima and Chair of the Human Systems Division
National Defense Industry Association
2019
Shortcourse Bayesian Analysis Dr. Robert Gramacy

Virginia Tech
materials
2019
Shortcourse Categorical Data Analysis Dr. Christopher Franck

Virginia Tech
materials
2019
Shortcourse Multivariate Data Analysis Dr. Doug Steinley

University of Missouri
materials
2019
Shortcourse Statistical Methods for Modeling and Simulation Verification and Validation Dr. Jim Simpson, Dr. Jim Wisnowski, and Dr. Stargel Doane

JK Analytics LLC, Adsurgo LLC, Analytical Arts LLC
materials
2019
Shortcourse Uncertainty Quantification Dr. Ralph Smith

North Carolina State University
materials
2019
Shortcourse Design of Experiments Dr. Doug Montgomery and Dr. Caleb King

Arizona State University, JMP
2019
Tutorial Tutorial: Combinatorial Methods for Testing and Analysis of Critical Software and Security Systems Rick Kuhn, Dimitris Simos, and Raghu Kacker

National Institute of Standards & Technology
2019
Tutorial Tutorial: Cyber Attack Resilient Weapon Systems Barry Horowitz
Professor, Systems Engineering
University of Virginia
2019
Tutorial Tutorial: Learning Python and Julia Douglas Hodson
Associate Professor
Air Force Institute of Technology
2019
Tutorial Tutorial: Statistics Boot Camp Kelly Avery

IDA
2019
Tutorial Tutorial: Reproducible Research Andrew Flack, Kevin Kirshenbaum, and John Haman

IDA
2019
Tutorial Tutorial: Developing Valid and Reliable Scales Heather Wojton & Shane Hall

IDA / USARMY ATEC
2019