Index Catalog // ScholarsArchive@OSU

Motivating programmers through karma systems

Creator:: Cedeno, Jose
Abstract:: Keeping FOSS developers motivated is a challenging problem, and their motivation levels can affect the team's productivity and satisfaction, leading to higher or lower productivity. Using reputation systems as a motivator has become the de-facto standard for many online communities, rewarding user's activity through badges of honor or achievement levels....
Resource Type:: Masters Thesis
Full Text:: Microsoft Word - jose-thesis.docx AN ABSTRACT

Representationally Robust and Scalable Learning over Relational Databases

Creator:: Picado Leiva, Jose Manuel
Abstract:: Learning novel concepts from relational databases is an important problem with applications in several disciplines, such as data management, natural language processing, and bioinformatics. For a learning algorithm to be effective, the input data should be clean and in some desired representation. However, real-world data is usually heterogeneous – the...
Resource Type:: Dissertation
Full Text:: AN ABSTRACT OF THE DISSERTATION OF Jose Manuel Picado Leiva

Relational Learning over Dirty Data Using Data Constraints

Creator:: Lee, Ga Young
Abstract:: Real-world datasets are dirty and contain many errors. Examples of these issues are violations of integrity constraints, duplicates, and inconsistencies in representing data values and entities. Applying machine learning on dirty databases may lead to inaccurate results. Users have to spend a lot of time and effort repairing data errors...
Resource Type:: Masters Thesis
Full Text:: Termehchy primarily led this research project as an extension of Dr. Jose Picado’s thesis. Jack Davis and I

An editor for message passing programs

Creator:: Pai, Akash L.
Abstract:: Preparing code for parallelization is one of the most time consuming programming tasks; approximately 24% of the program development activity is spend in this phase. In message passing systems, this is usually achieved by the addition of run-time message-passing library calls. The primitives provided by different message-passing libraries are similar,...
Resource Type:: Capstone Project
Full Text:: ) An Editor for Message Passing Programs by Akash L

Algorithms for computing Fibonacci numbers quickly

Creator:: Holloway, J. L.
Abstract:: A study of the running time of several known algorithms and several new algorithms to compute the n[superscript th] element of the Fibonacci sequence is presented. Since the size of the n[superscript th] Fibonacci number grows exponentially with n, the number of bit operations, instead of the number of integer...
Resource Type:: Masters Thesis
Full Text:: ABSTRACT OF THE THESIS OF James L. Holloway for the degree of Master of Science in Computer Science

Characterizing and Addressing Dataset Shift with Deep Learning

Creator:: Olson, Matthew L.
Abstract:: This dissertation delves into understanding, characterizing, and addressing dataset shift in deep learning, a pervasive issue for deployed machine learning systems. Integral aspects of the problem are examined: We start with the use of counterfactual explanations in order to characterize the behavior of deep reinforcement learning agents in visual input...
Resource Type:: Dissertation
Full Text:: AN ABSTRACT OF THE DISSERTATION OF Matthew L

A Framework for Evaluating the Comprehensiveness of Continuous Improvement in Academic Computing Programs. A 360-Degree View of the Continuous Improvement Efforts in a Large School of Electrical Engineering and Computer Science

Creator:: Azzouni, Abdullah
Abstract:: Continuous Improvement (CI) of academic computing programs is a main requirement of accreditation. Academic computing programs must have a well-documented CI plan in order to be granted accreditation. Based on the existing literature, we developed a comprehensive CI (or 360-CI) model consisting of 8 components: course, curriculum, administration, faculty, research,...
Resource Type:: Dissertation

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

Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control

Creator:: Zemicheal, Tadesse H.
Abstract:: Advances in sensor technology are greatly expanding the range of quantities that can be measured while simultaneously reducing the cost. However, deployed sensors drift out of calibration and fail, so every sensor network requires quality control procedures to promptly detect these failures. To address these problems, we propose a two-level...
Resource Type:: Dissertation
Full Text:: isolated in tree l. The average isolation depth d̂n is normalized relative to the expected depth required

Synthetic instrument generation : generating novel instrument timbres with a genetic algorithm

Creator:: Knowlton, John
Abstract:: The use of genetic algorithms to compose music and generate sounds is an area of interest in the artificial intelligence field. Music and instrument sounds have known rules and structures that can be followed which make them well-suited for genetic algorithms. However, genetic algorithms still struggle to generate sounds comparable...
Resource Type:: Honors College Thesis

ScholarsArchive@OSU

Motivating programmers through karma systems

Representationally Robust and Scalable Learning over Relational Databases

Relational Learning over Dirty Data Using Data Constraints

An editor for message passing programs

Algorithms for computing Fibonacci numbers quickly

Characterizing and Addressing Dataset Shift with Deep Learning

A Framework for Evaluating the Comprehensiveness of Continuous Improvement in Academic Computing Programs. A 360-Degree View of the Continuous Improvement Efforts in a Large School of Electrical Engineering and Computer Science

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

Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control

Synthetic instrument generation : generating novel instrument timbres with a genetic algorithm

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