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.

Follow

Theses from 2024

PDF

Human-Centered Machine Learning with Interpretable Visual Knowledge Discovery, Lincoln Huber

PDF

Adaptive NEH with Constrained Nearest Neighbor Subtours for the Electric Vehicle Routing Problem with Time Windows, Andrew Struthers

Theses from 2023

PDF

Crosshair Optimizer, Jason Torrence

Theses from 2022

PDF

Interpretable Machine Learning for Self-service High-risk Decision Making, Charles Recaido

Theses from 2021

PDF

Water Surfaces Detection from Sentinel-1 SAR Images using Deep Learning, Chao Huang Lin

PDF

Visualization for Solving Non-image Problems and Saliency Mapping, Divya Chandrika Kalla

PDF

Full Interpretable Machine Learning Method with In-line Coordinates, Hoang Phan

PDF

Bias and Fairness of Evasion Attacks in Image Perturbation, SiChong Qin

PDF

Interactive Visual Self-service Data Classification Approach to Democratize Machine Learning, Sridevi Narayana Wagle

Theses from 2020

PDF

Image Forgery Detection with Machine Learning, Lubna Alzamil

PDF

Optimizing Pollution Routing Problem, Shivika Dewan

PDF

Image Features for Tuberculosis Classification in Digital Chest Radiographs, Brian Hooper

PDF

Toward Efficient Automation of Interpretable Machine Learning Boosting, Nathan Neuhaus

PDF

Automatic Chest X-rays Analysis using Statistical Machine Learning Strategies, Hermann Yepdjio Nkouanga

Theses from 2019

PDF

Classification of Stars from Redshifted Stellar Spectra utilizing Machine Learning, Michael J. Brice

Theses from 2018

PDF

Spike-Based Classification of UCI Datasets with Multi-Layer Resume-Like Tempotron, Sami Abdul-Wahid

PDF

Data Visualization and Classification of Artificially Created Images, Dmytro Dovhalets

PDF

Decreasing Occlusion and Increasing Explanation in Interactive Visual Knowledge Discovery, Abdulrahman Ahmed Gharawi

Theses from 2017

PDF

Visualizing Multidimensional Data with General Line Coordinates and Pareto Optimization, Jacob Brown

Theses from 2016

PDF

Applications of Computational Geometry and Computer Vision, Joseph Lemley

Theses from 2015

PDF

Using Time Series Models for Defect Prediction in Software Release Planning, James W. Tunnell