Physical Sciences and Mathematics Commons^™

Geospatial Wildfire Risk Prediction Using Deep Learning, Abner Alberto Benavides

Electronic Theses, Projects, and Dissertations

This report introduces a thorough analysis of wildfire prediction using satellite imagery by applying deep learning techniques. To find wildfire-prone geographical data, we use U-Net, a convolutional neural network known for its effectiveness in biomedical image segmentation. The input to the model is the Sentinel-2 multispectral images to supply a complete view of the terrain features.

We evaluated the wildfire risk prediction model’s performance using several metrics. The model showed high accuracy, with a weighted average F1 score of 0.91 and an AUC-ROC score of 0.972. These results suggest that the model is exceptionally good at predicting the location of …

A Study Of Various Data Sizes Using Machine Learning, Sochaeta Koeum

Electronic Theses, Projects, and Dissertations

Social media is a great domain for news consumption; however, it is referred to as a double-edged sword. While it is user-friendly and low-cost, social media is the reason why fake news can spread rapidly, which is detrimental to society, businesses, and many consumers. Therefore, fake news detection is an emerging field. However, some challenges have restricted other researchers from developing a universal machine learning model that is fast, efficient, and reliable to stop the proliferation because of the lack of resources available, such as large-sized datasets. The goal of this culminating experience project is to explore how varying datasets …

College Of Education Filemaker Extraction And End-User Database Development, Andrew Tran

Electronic Theses, Projects, and Dissertations

The College of Education (CoE) at the California State University San Bernardino (CSUSB) developed a system to keep track of both state and national accreditation requirements using FileMaker 5, a database system. This accreditation data is crucial for reporting and record-keeping for the CSU Chancellor’s Office as well as the State of California. However, the database system was developed several decades ago, and software support has long since been dropped, causing the CoE’s legacy accreditation data to be at risk of being lost should the software or hardware suffer permanent failure. The purpose of this project was to perform extraction …

Integration Of Blockchain Technology Into Automobiles To Prevent And Study The Causes Of Accidents, John Kim

Electronic Theses, Projects, and Dissertations

Automobile collisions occur daily. We now live in an information-driven world, one where technology is quickly evolving. Blockchain technology can change the automotive industry, the safety of the motoring public and its surrounding environment by incorporating this vast array of information. It can place safety and efficiency at the forefront to pedestrians, public establishments, and provide public agencies with pertinent information securely and efficiently. Other industries where Blockchain technology has been effective in are as follows: supply chain management, logistics, and banking. This paper reviews some statistical information regarding automobile collisions, Blockchain technology, Smart Contracts, Smart Cities; assesses the feasibility …

Integration Of Internet Of Things And Health Recommender Systems, Moonkyung Yang

Electronic Theses, Projects, and Dissertations

The Internet of Things (IoT) has become a part of our lives and has provided many enhancements to day-to-day living. In this project, IoT in healthcare is reviewed. IoT-based healthcare is utilized in remote health monitoring, observing chronic diseases, individual fitness programs, helping the elderly, and many other healthcare fields. There are three main architectures of smart IoT healthcare: Three-Layer Architecture, Service-Oriented Based Architecture (SoA), and The Middleware-Based IoT Architecture. Depending on the required services, different IoT architecture are being used. In addition, IoT healthcare services, IoT healthcare service enablers, IoT healthcare applications, and IoT healthcare services focusing on Smartwatch …

The Concept Of Representation Capability Of Databases And Its Application In Is Development, Lishuan Qin, Junkang Feng

Journal of International Technology and Information Management

The representation capability of an information system in general and a database in particular seems an important and yet elusive concept, which is concerned with, in our view, how a database ever becomes capable of representing real-world objects accurately or otherwise. To explore how to approach and then define this concept, we explore what is meant and required by the statement that a database connection (i.e., a connection between database constructs such as entities in an Entity-relationship (ER) diagram and relations in a relational schema that are made available by a database) refers to, represents and accurately represents a …

Developing Java Programs On Android Mobile Phones Using Speech Recognition, Santhrushna Gande

Electronic Theses, Projects, and Dissertations

Nowadays Android operating system based mobile phones and tablets are widely used and had millions of users around the world. The popularity of this operating system is due to its multi-tasking, ease of access and diverse device options. “Java Programming Speech Recognition Application” is an Android application used for handicapped individuals who are not able or have difficultation to type on a keyboard. This application allows the user to write a compute program (in Java Language) by dictating the words and without using a keyboard. The user needs to speak out the commands and symbols required for his/her program. The …

A Web-Based Temperature Monitoring System For The College Of Arts And Letters, Rigoberto Solorio

Electronic Theses, Projects, and Dissertations

In general, server rooms have restricted access requiring that staff possess access codes, keys, etc. Normally, only administrators are provided access to protect the physical hardware and the data stored in the servers. Servers also have firewalls to restrict outsiders from accessing them via the Internet. Servers also cost a lot of money. For this reason, server rooms also need to be protected against overheating. This will prolong the lifecycle of the units and can prevent data loss from hardware failure.

The California State University San Bernardino (CSUSB), Specifically the College of Arts and Letters server room has faced power …

California State University, San Bernardino Managing Cloud Computing Resources With Cloudstack Using Kvm Hypervisor, Ian Buckner Jacobs

Theses Digitization Project

The purpose of this project is to present a detailed description of the Enterprise Cloud Computing implementation of CloudStack using KVM. It will explain the purpose and features of the system, the interfaces of the system, what the system will do, and the constraints or limitations implementing CloudStack with the hardware available for this study.

Gradebadge: Development Of A Cloud-Based Reward Application, Erwin Toni Soekianto

Theses Digitization Project

The purpose of this project is to investigate the use of cloud-based services to deliver cutting edge applications. For this purpose, a prototype of a reward application using badges, called Gradebadge, was developed to illustrate and explore this emerging paradigm.

Online Examination System, Yuvesh Kumar Singh

Theses Digitization Project

The purpose of this project focused on how to implement a secure environment for online-examination in an academic and business environment without the need of any special network topologies and hardware devices. It will not only reduce the instructor's load, but will also enhance the system flexibility to fit every instructor's needs and from the examinees point of view. Contains source code.

Gradeboard: A Cloud-Based Solution For A Student Grading System, Manoj Kulkarni

Theses Digitization Project

The purpose of the GradeBoard application is to develop a mobile application as a front end to interact with data stored in a cloud-based system. It leverages cloud computing features such as auto-scaling, load-balancing and NoSQL data stores. The GradeBoard application helps instructors keep track of student activities and gives students an opportunity to know how they are performing by comparing their grades with other students through a game-like leader board interface, thus creating a competitive environment in the class. Contains source code.

Queuepay.Com: Building A System For Cardholders' Transaction Security, Jose Ramon Gonzalez

Theses Digitization Project

The purpose of this project was to apply the skills learned in the MBA program to help develop a solution to a problem that costs billions of dollars every year in fraudulent related losses arising from the use of payment cards such as debit cards, credit cards, charge cards or prepaid cards. The project analyzes the industry of payment cards, the emergence of the problem, and builds a prototype that addresses the problem. Queuepay.com is designed to provide services to its cardholders that will significantly reduce the risk of fraud.

Online Graduate Application System, You Li

Theses Digitization Project

The purpose of Online Graduate Application System (OGAS) is to allow potential Computer Science and Engineering graduate students to submit and track their online applications. In addition, applicants can change and modify their references via OGAS. As part of the application requirements, the system will allow recommenders to submit and /or upload their recommendations online.

Ticketing And Event Management Web Service, Nikolay Figurin

Theses Digitization Project

The purpose of this project was creating a web based application that included: user account creation, event creation per user, tiered ticket sales per event, search capabilities, a focus on scalability and data redundancy, a focus on verification of event creator identities and administration features, a focus on account expandability, an ability to easily expand functionality, ease of migration and stability, low and inexpensive maintenance, as well as an optimal framework relying on a platform as a service content delivery network with the option of database abstraction.

Web-Based Information/Knowledge Sharing System, Sai Laxmi Kotha

Theses Digitization Project

The purpose of this web application is to provide knowledge management for an institution and to build a private, custom tailored application which can be locally managed. The system is user-friendly with negligible risk of data mismanagement and a system with a high level of security through different levels of authentication.

Review-It Web Application, Nikhil Reddy Kasireddy

Theses Digitization Project

The purpose of this application is to help people find the business service they seek, read about the service provided, and read the reviews of previous customers and also the comments of the authenticated service provider/business owner. Review-it fills the gap between the service providers and their service reviewers.

Automated Case Review System For Transitional Assistance, Don Minh Le

Theses Digitization Project

The purpose of this project was to create an automated Case Review System. The current Case Review System is a manual process that is being performed by Eligibility Lead Workers and Eligibility Worker Supervisors. The reviewers utilize an Excel sheet to record every individual reviewers results and print out many copies for the appropriate parties. The automated system is designed to track, and catch mistakes in determining eligibility of the welfare applicants. Moreover, Case Review System provides the Transitional Assistance Department (TAD) the ability to report error trends as a training tool to reduce future case errors. This system shall …

My Clinic Web Application, Rohan Thomas Dmello

Theses Digitization Project

The purpose of this web application is to provide doctors and patients with one location where their data is stored and they can access through a secured environment. It will allow doctors to send perscriptions electronically to the pharmacy and allow their patients to view and edit medical appointments and their medical information online as well.

Doctor Patient Module, Harpreet Singh Ujjal

Theses Digitization Project

The aim of this project is to design an efficient and reliable web application which would allow patients to make appointments with doctors in a certain hospital which would include online scheduling, via text messages and via phone calls. The user friendly interface is designed suing XHTML, CSS and JAVA script. The Business Logic layer uses open source PHP technology. The Database layer is MySql.

Enterprise Management Studio, Himabindu Miriyala

Theses Digitization Project

The purpose of this project was to develop a web application (Enterprise Management Studio) or EMS that will publish information about all projects of a company under development in one single place. The system will provide instant information regarding the work in progress within the company. In addition to this, the system has an interactive interface through which a user can easily interact with different areas of the application. EMS is written in C Sharp, uses the Asp.net framework and Ajax techniques for web implementation, and employs the Ado framework for database communication.

Trigeiawriter: A Content Management System, Mohan Prabhakara Ram

Theses Digitization Project

The purpose of this project was to design and implement a Content Management System (CSM). TrigeiaWriter is a Content Management System for Trigeia.com, a web based magazine site. Since TrigeiaWriter is used for a web based magazine, it incorperates different roles for the users and these roles are authors, editors, and administrators.

An Interactive Website For Disability Sports Festival Based On Asp.Net, Yuhe Li

Theses Digitization Project

The Disability Sport Festival Website (DSFW) is a dynamic and extendable website used by the organizer of the Disability Sport Festival (DSF), sport participants and DSF supporters from the Inland Empire. DSFW provides sport participants and DSF supporters a user-friendly interface to view and register activites and programs or make donations to the organization throughout the year. The purpose of this project is to re-structure, redesign and rewrite the old website to serve the desired needs of DSF better. The DSF is an official site that represents California State University, San Bernardino. Therefore, it must comply with the CSUSB Web …

Online Administration System For Small And Medium-Sized Running Events, Steinar Johansen

Theses Digitization Project

The purpose of this project is to address inefficiency at small to medium-sized running events with regards to registration, race timing, and result service. As a race coordinator or participant, it is important that the race timing is correct and that the result service can be delivered as soon as possible after the event in finished. Contains source code.

Online Collaborative Whiteboard, Niranjana Kumari Subramanian

Theses Digitization Project

The purpose of this project is to build a simple Online Collaborative Whiteboard (OCW) application to enable multiple users to brainstorm and share ideas interactively by using fun tools to start thinking together. Includes source code.

Human Resource Management System, Saurabh Dixit

Theses Digitization Project

The purpose of this project is to design and create the Online Human Resource System (HRMS) that can be used by a wide variety of groups who deal with the employee. This system is specially designed for the medium-level company which has employees in different locations. The system also tracks the duration of work, experience in different fields and it eliminates a lot of manual paper work between the employee and the human resource department. The important feature of this product is to calculate the W4-form for California employers.

A Web Based Grading Assistant System, Nabeel Saeed Alzahrani

Theses Digitization Project

The purpose of this study is the design and development of a web-based tool, Gas, that can automatically, or semi-automatically grade beginner-level programs written in programming language C++. This project aims at a system that is highly customizable so that various grading criteria can be changed and implemented depending on the assignment to be graded.

Integration Of Mapping Web Services And Scalable Vector Graphics, Suneetha Chinamuthevi

Theses Digitization Project

The purpose of this project was to develop a web-based application integrating mapping web services and SVG (Scalable Vector Graphics). This project helps a user locate a set of addresses anywhere in the United States on a map. The underlying mapping and address locator software systems are very complex and require large data sets and updates on a regular basis. The web services technology encapsulates tose complexities and exposes the required functionality in a secure manner over the internet.

Promoting A Mastery Goal Orientation In Children Through The Education Of Parents And Caregivers, Connie Imelda Medinilla

Theses Digitization Project

The purpose of this project is the development of a workshop entitled "Learning is the Goal" which targets parents and caregivers of elementary school children. The principle behind the workshop is to provide parents with a foundation of knowledge that can be utilized as their children continue their schooling from the elementary years through high school.

Share World: A Web-Based Reuse Managment System, Raymol Philomina Rappai

Theses Digitization Project

The System Share World Web-Based Reuse Management System (WRMS) is an online website that enables the sharing of items in a web friendly environment. The project is a self-maintained web-based application managed by the community. The application can be easily customized to adapt to various communities, whether non-profit or commercial.