Artificial Intelligence and Data Sciences in Real-world Business

A quick rundown of my doctoral research presented at the BA Forum 2023

End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising

We proposed a novel end-to-end approach, the Neural Lagrangian Selling (NLS) model, to improve Guaranteed Delivery (GD) advertising by concurrently predicting ad impression inventory and optimizing contract allocation

Joint Probability-based Dissimilarity Measure for Discrete Variables

A Simple Method to Calculate Distance between Discrete Variable

Basics of Text Mining in R

Thinking of Text as List of Words

Supervised Learning Using Baysian Decision Rule

Python Functions for Bayesian Learning (COSC 522 Project)