Recordings from this Event Coming Soon
IW23: International Workshop Focus
SE AI/Machine Learning Workshop
IW2023, Sunday, January 29
MBSE TED-Like Lightning Round is focused on Artificial Intelligence (AI) and Machine Learning (ML).
Schedule:
(Barclay Brown, MC)
10:30-11:00, Opening: Three Wakeup Calls for AI and SE and AI Systems WG Update, Barclay Brown
11:00 – 11:30, Keynote 1: AI in Defense and Aerospace, Tod Newman, former AI Lead, Raytheon Technologies
11:30 – 11:50, Roadmap for AI and SE, Tom McDermott
11:50 – 12:00, Discussion: Priorities for AI and SE in 2023
12:00-13:00, Lunch
(Ali Raz, MC)
13:00-13:20, Time slot 1: Digital Assistance for Systems requirements Discovery and Analysis Using Machine Learning Natural Language Processing Algorithms (Nipa Phojanamongkolkij)
13:20-13:40, Time slot 2 - A SYSTEMS APPROACH TO SPORT BUSINESS
(Alessandro Migliaccio)
13:40-14:10, Time slot 3 – Use NLP to Create Behavior Models from Natural Language Text, Steve Dam, SPEC Innovations
14:00-14:20, Time slot 4 - Agent-Based Modeling from a Systems Engineering Approach (Rebekah Yang)
14:20-14:40, Time slot 5 - AI/ML Risk Management Approach for Federal Agencies (PACE Concept) (John Crissman)
14:40-15:00, Time slot 6 – Confiance.ai (CHALE GONGORA Hugo Guillermo)
15:00-15:30, Break
15:30-15:50, Time slot 7: MBSE to support AI Digital Assistant solutions (Ricardo Reis)
15:50-16:10, Time slot 8 - Staying Fresh and Relevant: Book Review of Mathematical Intelligence, by Junaid Mubeen, and The Myth of Framework by Karl Popper (Josh Sparber)
16:10-16:30, Time slot 9 – Test and Evaluation of AI Systems with Explainable AI and Counterfactuals (Ali Raz)
16:30-17:00, Time slot 10 – Quick Overview of AI Primer, with Discussion and Feedback (Ali Raz, Ramakrishnan Raman) 17:00-17:30, Speaker Interaction/Q&A session and wrap-up
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)