The heart of CWU's interdisciplinary computational science master's program is computer-related, but the applications will be studied in the context of a number of scientific domains, including: biological sciences, environmental sciences, chemistry, computer science, geology, mathematics, and physics.
This collection features Master's theses from students in the Computational Sciences Program at Central Washington University.
Theses from 2024
Human-Centered Machine Learning with Interpretable Visual Knowledge Discovery, Lincoln Huber
Adaptive NEH with Constrained Nearest Neighbor Subtours for the Electric Vehicle Routing Problem with Time Windows, Andrew Struthers
Theses from 2023
Crosshair Optimizer, Jason Torrence
Theses from 2022
Interpretable Machine Learning for Self-service High-risk Decision Making, Charles Recaido
Theses from 2021
Water Surfaces Detection from Sentinel-1 SAR Images using Deep Learning, Chao Huang Lin
Visualization for Solving Non-image Problems and Saliency Mapping, Divya Chandrika Kalla
Full Interpretable Machine Learning Method with In-line Coordinates, Hoang Phan
Bias and Fairness of Evasion Attacks in Image Perturbation, SiChong Qin
Interactive Visual Self-service Data Classification Approach to Democratize Machine Learning, Sridevi Narayana Wagle
Theses from 2020
Image Forgery Detection with Machine Learning, Lubna Alzamil
Optimizing Pollution Routing Problem, Shivika Dewan
Image Features for Tuberculosis Classification in Digital Chest Radiographs, Brian Hooper
Toward Efficient Automation of Interpretable Machine Learning Boosting, Nathan Neuhaus
Automatic Chest X-rays Analysis using Statistical Machine Learning Strategies, Hermann Yepdjio Nkouanga
Theses from 2019
Classification of Stars from Redshifted Stellar Spectra utilizing Machine Learning, Michael J. Brice
Theses from 2018
Spike-Based Classification of UCI Datasets with Multi-Layer Resume-Like Tempotron, Sami Abdul-Wahid
Data Visualization and Classification of Artificially Created Images, Dmytro Dovhalets
Decreasing Occlusion and Increasing Explanation in Interactive Visual Knowledge Discovery, Abdulrahman Ahmed Gharawi
Theses from 2017
Visualizing Multidimensional Data with General Line Coordinates and Pareto Optimization, Jacob Brown
Theses from 2016
Applications of Computational Geometry and Computer Vision, Joseph Lemley
Theses from 2015
Using Time Series Models for Defect Prediction in Software Release Planning, James W. Tunnell