SMU Data Science Review
Volume 1, Number 4 (2018)
Articles
A Comparative Evaluation of Recommender Systems for Hotel Reviews
Ryan Khaleghi, Kevin Cannon, and Raghuram Srinivas
It’s Your Data: A Blockchain Solution to Facebook’s Data Stewardship Problem
Cynthia Alvarado, Nithya Devadoss, Rob Rivens, and Daniel W. Engels
Improvements to Consumption Prediction: Machine Learning Methods and Novel Features
Ian Kinskey, Glenn Oswald, Charles McCann, Travis Finch, and Anthony Tanaydin
Improving Gas Well Economics with Intelligent Plunger Lift Optimization Techniques
Atsu Atakpa, Emmanuel Farrugia, Ryan Tyree, Daniel W. Engels, and Charles Sparks
Project Insight: A Granular Approach to Enterprise Cybersecurity
Sunna Quazi, Adam Baca, and Sam Darsche
Improving VIX Futures Forecasts using Machine Learning Methods
James Hosker, Slobodan Djurdjevic, Hieu Nguyen, and Robert Slater
Comparative Study of Sentiment Analysis with Product Reviews Using Machine Learning and Lexicon-Based Approaches
Heidi Nguyen, Aravind Veluchamy, Mamadou Diop, and Rashed Iqbal
Pedestrian Safety -- Fundamental to a Walkable City
Joshua Herrera, Patrick McDevitt, Preeti Swaminathan, and Raghuram Srinivas
Framework for Evaluation of Flash Flood Models in Wildfire-Prone Areas
Brian Cunningham, David Benepe, Bryan Cikatz, and Evangelos Giakoumakis
Political Profiling using Feature Engineering and NLP
Chiranjeevi Mallavarapu, Ramya Mandava, Sabitri KC, and Ginger m. Holt
Comparisons of Performance between Quantum and Classical Machine Learning
Christopher Havenstein, Damarcus Thomas, and Swami Chandrasekaran
An Evaluation of Training Size Impact on Validation Accuracy for Optimized Convolutional Neural Networks
Jostein Barry-Straume, Adam Tschannen, Daniel W. Engels, and Edward Fine
Finding Truth in Fake News: Reverse Plagiarism and other Models of Classification
Matthew Przybyla, David Tran, Amber Whelpley, and Daniel W. Engels
Initiatives to Effectively Help Reduce Traffic Congestion in the Tri-Valley
Paola Selene Leon Castaneda and Christian Joseph Catalano
