Index Catalog // ScholarsArchive@OSU

Automatic Explanations of Computation Results with Value Decompositions and Dominating Sets

Creator:: Kumar, Prashant
Abstract:: In an increasingly computation-driven world, algorithms and mathematical models significantly impact decision making across various fields. To foster trust and understanding, it is crucial to provide users with clear and concise explanations of the reasoning behind the results produced by computational tools, especially when recommendations appear counterintuitive. Legal frameworks in...
Resource Type:: Dissertation
Full Text:: . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 4.1 Two alternate routes produced by Google Maps. . . . . . . . . . . . . . . 39 4.2 Dynamic

Guided Translation of Algorithmic Notation into Functional Programs

Creator:: Fedorin, Danila
Abstract:: The use of board games for teaching introductory computer science is a promising recent avenue of research. The goal is to introduce computing concepts through their use in the implementations of simple games, thereby keeping students engaged through their learning process. However, there is a gap between students' algorithmic descriptions...
Resource Type:: Masters Thesis
Full Text:: . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 3.4 Top-Level Algorithm

The ChildsPlay Approach: Evaluating an Experimental Approach for Teaching Introductory CS at University

Creator:: Nelson, Aiden J.
Abstract:: University students first learning about computer science (CS) can be intimidated and frustrated by programming. In addition, the general-purpose programming languages chosen for introducing students to programming contain several features that have the potential to overwhelm and distract them from focused curriculum topics, which can lead to reduced retention of...
Resource Type:: Masters Thesis
Full Text:: ? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 7 Results and Discussion 39 7.1 RQ1: How do students feel about the ChildsPlay approach and does

Exploratory Study to Uncover Student Mental Models of Singly Linked Lists in the C Programming Language

Creator:: Almadhoun, Eman
Abstract:: In computer science, learning abstract fundamental programming concepts requiring students to understand memory management can be very difficult and lead to misunderstandings that carry on into advanced topics. This is especially true in data structures with abstract data types. Understanding how novice students think and reason about data structures is...
Resource Type:: Dissertation
Full Text:: Coding Questions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 D Recognition

Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Creator:: Wei, Qi
Abstract:: Ph.D. candidate Qi Wei's thesis consists of two projects: Chemotherapy Project: a study based on the research paper "Predicting chemotherapy response of various cancer types using a variational auto-encoder approach" submitted to the bioRxiv preprint archive and accepted by the BMC bioinformatics; and Wound Monitor Project: implementing and assessing analytics...
Resource Type:: Dissertation

Structuring Teachable Knowledge through Program-Concept Classifications

Creator:: Wilson, Benjamin F.
Abstract:: Teaching CS is a challenging task, especially for those without prior programming experience. Even for veteran educators, having to learn CS concepts while also trying to teach those same concepts is difficult; as is the case for many K-12 CS instructors. Unfortunately, there is often no formalized order with CS...
Resource Type:: Masters Thesis

Evaluating the Effects of Multiple Environmental Stressors on the Gulf of Alaska Pacific Cod Fishery Using a Dynamic Stress-Scape Framework

Creator:: Blaisdell, Josiah
Abstract:: The Gulf of Alaska (GOA) is home to the most productive fisheries in the world. In 2019, 2.2 million metric tons of fish were shipped from Alaska to destinations all over the world (NOAA Fisheries, 2019). From 2014-2016 and, more recently, in 2019 the largest heatwaves in recorded history caused...
Resource Type:: Masters Thesis
Full Text:: -Variable prSOM Decision Tree…………………………………………………39 3. 3-Variable prSOM Dominant Stress-scape Classes

A Study of Temporal Convolutional Neural Networks for Music Language Modeling as Applied to Automatic Music Transcription

Creator:: Meyn, Matthew
Abstract:: Automatic music transcription (AMT) is the task, given an acoustic representation of music, to recover a symbolic notation of the written notes expressed by the sound. Transcribing music with multiple notes sounding simultaneously is difficult for both humans and machines. Much existing work on AMT has focused on suitable acoustic...
Resource Type:: Capstone Project
Full Text:: 39 LIST OF FIGURES Figure Page 3.1 A mel-spectrogram derived from classical music audio waveform

GradPlan : Create Your Program of Study with Ease

Creator:: Almeida, Jonathan Gregory
Abstract:: New MS in CS students in the Electrical Engineering and Computer Science school at OSU are required to file their Program of Study by the end of their 2nd term. Many of them, especially international students, are in a totally new ecosystem, so they find it overwhelming to choose the...
Resource Type:: Capstone Project
Full Text:: 37 8. References 39 9. Acknowledgements 40

DemoFlow: Low-Cost Flow Cytometry for Increased Access to Medical Diagnostics

Creator:: Stole, Kyler M.
Abstract:: Flow cytometry is a highly-extensible technology for performing rapid multi-parametric particle analysis. The use of flow cytometry has proliferated with the advent of smaller, intuitive, and more affordable instruments, along with a perpetual increase in research and medical applications. However, the technology is still largely inaccessible due to cost and...
Resource Type:: Honors College Thesis
Full Text:: Medical Diagnostics Abstract approved: D. Kevin McGrath Flow cytometry is a highly-extensible

ScholarsArchive@OSU

Automatic Explanations of Computation Results with Value Decompositions and Dominating Sets

Guided Translation of Algorithmic Notation into Functional Programs

The ChildsPlay Approach: Evaluating an Experimental Approach for Teaching Introductory CS at University

Exploratory Study to Uncover Student Mental Models of Singly Linked Lists in the C Programming Language

Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Structuring Teachable Knowledge through Program-Concept Classifications

Evaluating the Effects of Multiple Environmental Stressors on the Gulf of Alaska Pacific Cod Fishery Using a Dynamic Stress-Scape Framework

A Study of Temporal Convolutional Neural Networks for Music Language Modeling as Applied to Automatic Music Transcription

GradPlan : Create Your Program of Study with Ease

DemoFlow: Low-Cost Flow Cytometry for Increased Access to Medical Diagnostics

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