معرفی
Dr. Swati Mishra is an Assistant Professor at McMaster University's Faculty of Engineering, Department of Computing and Software, specializing in Human-Computer Interaction, Machine Learning, and Explainable AI. With 9 years of industry experience and a PhD in Information Science from Cornell University, she focuses on designing interactive AI systems for healthcare, computational journalism, and museum engagement.
- PhD: Cornell University (Bloomberg Data Science Fellowship)
- MSc: Computer Science (Cornell), Human-Computer Interaction (Indiana University)
Her research explores Machine Teaching, Concept-Based Explanations, and Human-Centered AI, with publications in ACM SIGCHI, CSCW, UMAP, and IEEE VIS. Her lab develops tools to bridge human cognitive models with AI systems, emphasizing transparency and usability.
Recent projects include:
- Risk Analysis Dashboard for FDA clinical trial documentation
- Gestural interaction systems for museums
- Interactive Transfer Learning tools
She has received a Best Paper Award at ACM SIGCHI and held industry roles in AI product development.
Contact: mishrs23@mcmaster.ca | Personal Website | Office: ABB C-531
Swati Mishra در سایتهای دیگر
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