SMU Data Science Review
Volume 3, Number 2 (2020)
Articles
A Novel Methodology to Identify the Primary Topics Contained Within the COVID-19 Research Corpus
Allen Crane, Brock Freidrich, William Fehlman, Igor Frolow, and Daniel W. Engels
Predicting Attrition - a Driver for Creating Value, Realizing Strategy, and Refining Key HR Processes
Kevin Mendonsa, Maureen Stolberg, Vivek Viswanathan, and Scott Crum
Spoken Language Recognition on Open-Source Datasets
Brady Arendale, Samira Zarandioon, Ryan Goodwin, and Douglas Reynolds
Acute Lymphoblastic Leukemia Detection Using Depthwise Separable Convolutional Neural Networks
Laurence P. Clinton Jr., Karen M. Somes, Yongjun Chu, and Faizan Javed
Compressed DNA Representation for Efficient AMR Classification
John Partee, Robert Hazell, Anjli Solsi, and John Santerre
Forecasting Power Consumption in Pennsylvania During the COVID-19 Pandemic: A SARIMAX Model with External COVID-19 and Unemployment Variables
Jackson Au, Javier Saldaña Jr., Ben Spanswick, and John Santerre
The Transcript Profile Changes With Developmental Maturation of Fetal Lung Type 2 Cells: An Analysis of RNAseq Data
Heber C. Nielsen, Volodymyr Orlov, Rebecca Holsapple, and Monnie McGee
Floor Regularization and Investigation of Transfer Learning through Sharing of Probability Distribution Parameters
Daniel Byrne, Stacey Smith, Joanna Duran, and John Santerre
Forecasting Spare Parts Sporadic Demand Using Traditional Methods and Machine Learning - a Comparative Study
Bhuvana Adur Kannan, Ganesh Kodi, Oscar Padilla, Dough Gray, and Barry C. Smith
Fall Detection: Threshold Analysis of Wrist-Worn Motion Sensor Signals
Michael J. Wolfe, Jospeh Caguioa, Andy Nguyen, and Jacquelyn Cheun PhD
Reducing Age Bias in Machine Learning: An Algorithmic Approach
Adriana Solange Garcia de Alford, Steven K. Hayden, Nicole Wittlin, and Amy Atwood
Toxic Language Detection using Robust Filters
Deepti Kunupudi, Shantanu Godbole, Pankaj Kumar, and Suhas Pai
Time Series Analysis of Offshore Buoy Light Detection and Ranging (LIDAR) Windspeed Data
Aditya Garapati, Charles J. Henderson, Carl Walenciak, and Brian T. Waite
Automated Interactive 3D Geospatial Data Assimilation, Formatting and Visualization System for Development of Subsurface Conceptual Site Models
AARON CATTLEY, Gavin Hudgeons, and Bruce Lee
Cover Song Identification - A Novel Stem-Based Approach to Improve Song-To-Song Similarity Measurements
Lavonnia Newman, Dhyan Shah, Chandler Vaughn, and Faizan Javed
Topic Modeling to Understand Technology Talent
Chad Madding, Allen Ansari, Chris Ballenger, and Aswini Thota
SARS-CoV-2 Pandemic Analytical Overview with Machine Learning Predictability
Anthony Tanaydin, Jingchen Liang, and Daniel W. Engels
Using AI to Diagnose COVID-19 from Patient Chest CT Scans
Samuel Arellano, Liang Huang, Joe Jiang, Kenneth Richardson, and Omar Yasser
