Software, AI, and Other Innovations in Statistical Computing

Tue, Aug 6, 10:30 AM - 12:20 PM

Nonhle MdzinisoChair

Section on Statistical Computing

7 Presentations

AI Data Worker (ADW): A Transformative Data Analyst AI Assistant Powered by Generative AI

10:35 AM - 10:50 AM

Junshui Ma (Merck & Co., Inc.)

Eating Detection via Smartwatch Orientation Sensor Analysis and Generative Data Augmentation

10:50 AM - 11:05 AM

Mohammad Junayed Bhuyan

Co-authors: Corrado Lanera (University of Padova), Ileana Baldi (University of Padova), Dario Gregori (University of Padova), Luca Vedovelli

MPCR: An R Package for Multi- and Mixed-Precision Computational Statistics

11:05 AM - 11:20 AM

Mary Lai Salvaña (University of Connecticut)

Co-authors: Sameh Abdulah (King Abdullah University of Science and Technology), Minwoo Kim, David Helmy (Brightskies Inc), Ying Sun (King Abdullah University of Science and Technology), Marc Genton (King Abdullah University of Science and Technology)

Nethist: an R package for nonparametric graph limit estimations

11:20 AM - 11:35 AM

Youngseok Song (West Virginia University)

RCOMPSs: A Task-based Parallel Programming Model for R

11:35 AM - 11:50 AM

Xiran Zhang

Co-authors: Jorge Ejarque (Barcelona Supercomputing Center), Javier Conejero (Barcelona Supercomputing Center), Sameh Abdulah (King Abdullah University of Science and Technology), Marc Genton (King Abdullah University of Science and Technology), Rosa Badia (Barcelona Supercomputing Center)

Tidychangepoint: an R package for changepoint detection with novel genetic heuristic

11:50 AM - 12:05 PM

Biviana Marcela Suarez Sierra (Universidad EAFIT)

Co-authors: Benjamin Baumer (Smith College)

Transformation Discriminant Analysis

12:05 PM - 12:20 PM

Jing Li

Co-authors: Yana Melnykov