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Scale Up Bayesian Network Learning, Xiannian Fan 2016 CUNY Graduate Center

Scale Up Bayesian Network Learning, Xiannian Fan

Dissertations, Theses, and Capstone Projects

Bayesian networks are widely used graphical models which represent uncertain relations between the random variables in a domain compactly and intuitively. The first step of applying Bayesian networks to real-word problems is typically building the network structure. Optimal structure learning via score-and-search has become an active research topic in recent years. In this context, a scoring function is used to measure the goodness of fit of a structure to given data, and the goal is to find the structure which optimizes the scoring function. The problem has been viewed as a shortest path problem, and has been shown to be …


Observr, nikhil Ahuja, Jacob Copus, Justin Cellona, Annie Liu, Lucas Toohey, Matt Twohig 2016 California Polytechnic State University, San Luis Obispo

Observr, Nikhil Ahuja, Jacob Copus, Justin Cellona, Annie Liu, Lucas Toohey, Matt Twohig

Computer Engineering

According to Superdata Digital Market Research, investors have poured more than $6 billion into the virtual reality market in the last three years, mostly to catalyze application development for virtual reality gaming. In the last decade, watching live streams of other gamers playing video games has skyrocketed, with the world’s largest esports streaming platform Twitch.tv receiving 53 million unique visitors daily. ObserVR intends to package these technologies and change the way users watch multiple 2D video streams in an immersive 3D environment. By accessing our service, a user can embed URLs for existing video streams through our online application and …


Slo Dancing, Ryan Moelter, Audrey Bruscia, Matthew Smith 2016 California Polytechnic State University, San Luis Obispo

Slo Dancing, Ryan Moelter, Audrey Bruscia, Matthew Smith

Computer Engineering

No abstract provided.


Duck Watch: A Smart System For Public Lap Pools, Daniel Griffith, Jill Thetford 2016 California Polytechnic State University, San Luis Obispo

Duck Watch: A Smart System For Public Lap Pools, Daniel Griffith, Jill Thetford

Computer Engineering

This paper presents Duck Watch, a proof of concept for a smart swimming pool. With our system, a swimmer will be able to log on to our website prior to leaving his or her house to help them decide if the conditions are favorable to go to a public lap swimming pool. Our system will inform the user of a number of environmental factors such as water temperature, exterior temperature, and humidity, as well as whether or not there are any open lanes currently.


Micronaut: A 2d Action Side Scrolling Platformer For The Apple Tv, Christopher Michael Williams 2016 California Polytechnic State University, San Luis Obispo

Micronaut: A 2d Action Side Scrolling Platformer For The Apple Tv, Christopher Michael Williams

Computer Science and Software Engineering

Micronaut is a 2D side scrolling platformer video game application developed for the Apple TV with the tvOS SDK version 9.1. It explores human­computer interaction of platformer video games on the Apple TV and aims to give the player the most control to maximize enjoyment. Micronaut features five engaging levels with each level designed to focus on teaching the player the mechanics one at a time. Micronaut has been submitted and is undergoing submission for the Apple TV App Store at the time of this paper. Christopher Williams managed the software development and design, and Jacob Johannesen created the graphical …


Wearable Ekg, Cale Hopkins, Tanner Papenfuss, Travis E. Michael 2016 California Polytechnic State University, San Luis Obispo

Wearable Ekg, Cale Hopkins, Tanner Papenfuss, Travis E. Michael

Computer Engineering

No abstract provided.


Spectrochet: A Game, Lucas Gnos 2016 California Polytechnic State University, San Luis Obispo

Spectrochet: A Game, Lucas Gnos

Computer Engineering

No abstract provided.


Sun Watch 3.0, Eli Backer 2016 California Polytechnic State University, San Luis Obispo

Sun Watch 3.0, Eli Backer

Computer Engineering

The Sun Watch was a part of Eli Backer's portfolio in applying to Masters of Fine Art programs around the country. It is a typical-looking wristwatch that does not give the time, but the position of the sun in the sky via a row of LEDs along the edge of the device. It is programmable with a custom programming board that uses pogo-pins to make reliable contact. In using the device, it is the designer's hope that the user will become less addicted to time.


Senior Project: Control System For An Underwater Remotely Operated Vehicle, Tyler Mau, Joseph Mahoney 2016 California Polytechnic State University, San Luis Obispo

Senior Project: Control System For An Underwater Remotely Operated Vehicle, Tyler Mau, Joseph Mahoney

Computer Engineering

No abstract provided.


Modeling And Python Scripting In Maya For The Animation Short Style, Gilenn Emille G. Collado 2016 California Polytechnic State University, San Luis Obispo

Modeling And Python Scripting In Maya For The Animation Short Style, Gilenn Emille G. Collado

Computer Engineering

The computer animation and graphics industry has dramatically improved over the years alongside the growth of technology. This paper discusses how that came about through a specific tool called Maya. It talks about its features and what it can create for you and the world. It also describes how scripting can simplify a job and make more of it. It highlights the effectiveness of the ability to manipulate code to create something amazing.


Polyfs Visualizer, Paul Martin Fallon 2016 California Polytechnic State University, San Luis Obispo

Polyfs Visualizer, Paul Martin Fallon

Master's Theses

One of the most important operating system topics, file systems, control how we store and access data and form a key point in a computer scientists understanding of the underlying mechanisms of a computer. However, file systems, with their abstract concepts and lack of concrete learning aids, is a confusing subjects for students. Historically at Cal Poly, the CPE 453 Introduction to Operating Systems has been on of the most failed classes in the computing majors, leading to the need for better teaching and learning tools. Tools allowing students to gain concrete examples of abstract concepts could be used to …


The Effects Of Latency On 3d Interactive Data Visualizations, Allen Korenevsky 2016 California Polytechnic State University, San Luis Obispo

The Effects Of Latency On 3d Interactive Data Visualizations, Allen Korenevsky

Master's Theses

Interactive data visualizations must respond fluidly to user input to be effective, or so we assume. In fact it is unknown exactly how fast a visualization must run to present every facet within a dataset. An engineering team with limited resources is left with intuition and estimates to determine if their application performs sufficiently well.

This thesis studies how latency affects users' comprehension of data visualizations, specifically 3D geospatial visualizations with large data sets. Subjects used a climate visualization showing temperatures spanning from the 19th to the 21st century to answer multiple choice questions. Metrics like their eye movements, time …


Northrop Grumman Collaboration Project, Jose Leopoldo Roman Lujano 2016 California Polytechnic State University, San Luis Obispo

Northrop Grumman Collaboration Project, Jose Leopoldo Roman Lujano

Computer Engineering

No abstract provided.


Polyratings Website Update, Cody Sears, Connor Krier, Anil Thattayathu 2016 California Polytechnic State University, San Luis Obispo

Polyratings Website Update, Cody Sears, Connor Krier, Anil Thattayathu

Computer Science and Software Engineering

Polyratings is a well known website amongst Cal Poly students. Over the past 14 years it has been in existence the site has been viewed 2.5 million times. This is a drastic number because the average student population on campus every year nears 20,000. This being said, when class registration came around every quarter there was always talk about the Polyratings scores for professors. However, with this talk also came much negativity towards the site.

The problem that we found was that everyone needed Polyratings for help with class searching, but were also very dissatisfied with the website. The main …


Tournament Wizard: Simple And Lightweight Software For Running Fencing Tournaments, John Ryan Daley 2016 California Polytechnic State University, San Luis Obispo

Tournament Wizard: Simple And Lightweight Software For Running Fencing Tournaments, John Ryan Daley

Computer Science and Software Engineering

Many sports use technology to assist in officiating and administration. Fencing tournament organizers use specialized software to help determine how their matches occur, and to help them administer a tournament. However, the software most commonly used to run these tournaments has some significant limitations, and is not well-suited for use with small events. As a former President of Cal Poly’s Fencing Club, I have had a chance to interact with one popular application for running fencing tournaments a number of times, and made note of its shortcomings. These included issues with operating system compatibility, license transference, and amount of space …


Fulfilling A Restful Commitment: Test-Suite Generation For Swagger-Based Rest Apis, Noah Dietz 2016 California Polytechnic State University, San Luis Obispo

Fulfilling A Restful Commitment: Test-Suite Generation For Swagger-Based Rest Apis, Noah Dietz

Computer Science and Software Engineering

An application programming interface (API) can be the most integral part of a product or service. APIs drive businesses and innovation in all aspects of technology and they rely on descriptive frameworks to detail what they have to offer. These descriptive frameworks are a rich source of information on a variety of levels, such as usage, best-practices and even basic implications towards the underlying implementation. The motivation of this project during my internship was to exploit this wealth of information in order to create a description-based, or contract-based, unit test generation tool specifically for Swagger-based REST APIs and to encourage …


Anex: Automated Network Exploitation Through Penetration Testing, Eric Francis Dazet 2016 California Polytechnic State University, San Luis Obispo

Anex: Automated Network Exploitation Through Penetration Testing, Eric Francis Dazet

Master's Theses

Cyber attacks are a growing concern in our modern world, making security evaluation a critical venture. Penetration testing, the process of attempting to compromise a computer network with controlled tests, is a proven method of evaluating a system's security measures. However, penetration tests, and preventive security analysis in general, require considerable investments in money, time, and labor, which can cause them to be overlooked. Alternatively, automated penetration testing programs are used to conduct a security evaluation with less user effort, lower cost, and in a shorter period of time than manual penetration tests. The trade-off is that automated penetration testing …


Graph-Based Data Visualization In Virtual Reality: A Comparison Of User Experiences, Paul Andrew Sullivan 2016 California Polytechnic State University, San Luis Obispo

Graph-Based Data Visualization In Virtual Reality: A Comparison Of User Experiences, Paul Andrew Sullivan

Master's Theses

Virtual reality is currently in the spotlight, attracting intense scrutiny by the press, technology companies, and consumers. After twenty years of dormancy, the technology has experienced a renaissance following advancements in both hardware and software. Most of these developments, and thus press attention, have been centered on entertainment. However, if the technology is going to continue to grow, it must be useful in a wide variety of situations. This paper explores the effectiveness of visualizing data in virtual reality in comparison to traditional presentations.

In this thesis, we present an approach to displaying data in a virtual reality environment. We …


Music Reactive Led Lights, Peter P. Chu 2016 California Polytechnic State University, San Luis Obispo

Music Reactive Led Lights, Peter P. Chu

Computer Engineering

This project enhances the user’s music listening experience by not only adding but also synchronizing visuals to the music. The project digitally analyzes music being played back and controls LEDs to give an audio-visual experience. This report describes the materials and knowledge used to create a proof of concept for a wireless and portable music reactive LED lighting system.


A Comparison Of Algorithms And Heuristics For Solving The O 1 I N D 1 Shortest Route Problems, Steven D. Young 2016 James Madison University

A Comparison Of Algorithms And Heuristics For Solving The O 1 I N D 1 Shortest Route Problems, Steven D. Young

Senior Honors Projects, 2010-2019

Shortest-path problems have seen a huge amount of study over the course of the last 50 years. Not surprisingly, this means the original problem of finding the shortest path from some starting location to some destination location has been thoroughly studied. However a large number of slight variations on the original problem still have yet to be thoroughly examined. In this paper we examine one of those variations, namely the problem of determining the optimal route from some source location to some destination location such that at least one location in an intermediate set is included in the route. Three …


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