Digital Commons Network^™

Segmentation Method For Face Modelling In Thermal Images, Albar Albar, Hendrick Hendrick, Rahmat Hidayat

Knowledge Engineering and Data Science

Face detection is mostly applied in RGB images. The object detection usually applied the Deep Learning method for model creation. One method face spoofing is by using a thermal camera. The famous object detection methods are Yolo, Fast Region Based Convolutional Neural Networks (RCNN), Faster RCNN, SSD, and Mask RCNN. We proposed a segmentation Mask RCNN method to create a face model from thermal images. This model was able to locate the face area in images. The dataset was established using 1600 images. The images were created from direct capturing and collecting from the online dataset. The Mask RCNN was …

Generating Javanese Stopwords List Using K-Means Clustering Algorithm, Aji Prasetya Wibawa, Hidayah Kariima Fithri, Ilham Ari Elbaith Zaeni, Andrew Nafalski

Knowledge Engineering and Data Science

Stopword removal necessary in Information Retrieval. It can remove frequently appeared and general words to reduce memory storage. The algorithm eliminates each word that is precisely the same as the word in the stopword list. However, generating the list could be time-consuming. The words in a specific language and domain must be collected and validated by specialists. This research aims to develop a new way to generate a stop word list using the K-means Clustering method. The proposed approach groups words based on their frequency. The confusion matrix calculates the difference between the findings with a valid stopword list created …

A Study Of Multi-Task And Region-Wise Deep Learning For Food Ingredient Recognition, Jingjing Chen, Bin Zhu, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang

Research Collection School Of Computing and Information Systems

Food recognition has captured numerous research attention for its importance for health-related applications. The existing approaches mostly focus on the categorization of food according to dish names, while ignoring the underlying ingredient composition. In reality, two dishes with the same name do not necessarily share the exact list of ingredients. Therefore, the dishes under the same food category are not mandatorily equal in nutrition content. Nevertheless, due to limited datasets available with ingredient labels, the problem of ingredient recognition is often overlooked. Furthermore, as the number of ingredients is expected to be much less than the number of food categories, …

Social Media Analytics: A Case Study Of Singapore General Election 2020, Sebastian Zhi Tao Khoo, Leong Hock Ho, Ee Hong Lee, Danston Kheng Boon Goh, Zehao Zhang, Swee Hong Ng, Haodi Qi, Kyong Jin Shim

Research Collection School Of Computing and Information Systems

The 2020 Singaporean General Election (GE2020) was a general election held in Singapore on July 10, 2020. In this study, we present an analysis on social conversations about GE2020 during the election period. We analyzed social conversations from popular platforms such as Twitter, HardwareZone, and TR Emeritus.

Struggling Student Teachers: Interventions For Support And Success, Sheree Moser

Department of Teaching, Learning, and Teacher Education: Theses and Other Student Research

Teacher shortages in K-12 schools have created unique challenges for teacher preparation programs. University instructors face the task requirements of supporting candidates from a wide variety of backgrounds at the undergraduate and graduate level. While some of these candidates enter higher education programs skilled, eager, and committed, others are less prepared, requiring significant attention to make it through the program. Exams required by state departments of education and minimum grade point averages influence each candidate’s ability to move forward within the program, causing some students to experience additional struggles related to mental health and financial burdens.

The problem of practice …

Struggling Student Teachers: Interventions For Support And Success, Sheree Moser

Department of Teaching, Learning, and Teacher Education: Theses and Other Student Research

Teacher shortages in K-12 schools have created unique challenges for teacher preparation programs. University instructors face the task requirements of supporting candidates from a wide variety of backgrounds at the undergraduate and graduate level. While some of these candidates enter higher education programs skilled, eager, and committed, others are less prepared, requiring significant attention to make it through the program. Exams required by state departments of education and minimum grade point averages influence each candidate’s ability to move forward within the program, causing some students to experience additional struggles related to mental health and financial burdens.

The problem of practice …

Fluid Modeling And Analysis Of A Mash Tl-6 Vehicle Model, Elisa Vasquez

Department of Mechanical and Materials Engineering: Dissertations, Theses, and Student Research

The objective of this research project was to replicate the dynamic behavior of a truck-tank trailer combination vehicle using representative dimensions, properties, and inertias of the trailer/fluid ballast combination. A literature review was completed describing techniques for modeling fluids and fluid-container interactions using finite element analysis. Various fluid modeling techniques were identified, and parameters associated with those models were archived. Next, researchers utilized the tank geometry of the elliptical straight-frame 5949 trailer produced by LBT Inc. to generate a finite element mesh using finite element analysis preprocessors HyperMesh and LS PrePost. Material properties were taken from reference guides, research papers, …

Packet Delivery: An Investigation Of Educational Video Games For Computer Science Education, Robert Lafferty

School of Computing: Dissertations, Theses, and Student Research

The field of educational video games has rapidly grown since the 1970s, mostly producing video games to teach core education concepts such as mathematics, natural science, and English. Recently, various research groups have developed educational games to address elective topics such as finance and health. Educational video games often target grade school audiences and rarely target high school students, college students, or adults. Computer science topics are not a common theme among educational video games; the games that address Computer Science topics teach computer fundamentals, such as typing or basic programming, to young audiences.

Packet Delivery, an educational video …

An Effective Strategy Of Family Ministry In Korean Church To Build A Biblical Family, Ikjae Jin

Doctoral Dissertations and Projects

The purpose of this project is to assist churches in building a biblical family and developing an effective strategy for family ministry programs. Additionally, it will address the problems and difficulties of Korean families. The study will be based on Korean churches in South Korea. A study of what churches are doing to assist these families will be conducted. This project will suggest how to build a biblical family in Korean churches. This research will survey at least 50 Korean pastors living in Korea and will conduct research on existing family ministry programs in Korean churches based on biblical and …

Laboratory Versus Daily Life Gait Characteristics In Patients With Multiple Sclerosis, Parkinson’S Disease, And Matched Controls, Vrutangkumar V. Shah, James Mcnames, Martina Mancini, Patricia Carlson-Kuhta, Rebecca I. Spain, John G. Nutt, Mahmoud El-Gohary, Carolin Curtze, Fay B. Horak

Journal Articles

Background and purpose

Recent findings suggest that a gait assessment at a discrete moment in a clinic or laboratory setting may not reflect functional, everyday mobility. As a step towards better understanding gait during daily life in neurological populations, we compared gait measures that best discriminated people with multiple sclerosis (MS) and people with Parkinson’s Disease (PD) from their respective, age-matched, healthy control subjects (MS-Ctl, PD-Ctl) in laboratory tests versus a week of daily life monitoring.

Methods

We recruited 15 people with MS (age mean ± SD: 49 ± 10 years), 16 MS-Ctl (45 ± 11 years), 16 people with …

Examining The Role Of Spatial Skills And Mathematics Motivation On Middle School Mathematics Achievement, Kinnari Atit, Jason R. Power, Norma Veurink, David H. Uttal, Sheryl Sorby, Grace Panther, Camille Msall, Logan Fiorella, Martha Carr

Michigan Tech Publications, Part 1

Background: Spatial skills and mathematical ability have been repeatedly identified as critical for achievement in Science, Technology, Engineering, and Mathematics (STEM). Previous studies have identified correlations between spatial skills and mathematical achievement; however, questions remain regarding improvements in non-spatial areas associated with STEM achievement. The current study examined whether competency in spatial skills could be related to individuals’ motivation for mathematics. Measures of spatial skills and mathematics motivation were completed by 1056 seventh grade students. Results: Using hierarchical linear modeling, spatial skills and math motivation were examined relative to students’ performance on a state standardized mathematics subtest. Results indicate that …

Framework For The Synthesis Of Non-Randomised Studies And Randomised Controlled Trials: A Guidance On Conducting A Systematic Review And Meta-Analysis For Healthcare Decision Making, Grammati Sarri, Patorno, Hongbo Yuan, Jianfei (Jeff) Guo, Dimitri Bennett, Xuerong Wen, Andrew R. Zullo, Joan Largent, Mary Panaccio, Mugdha Gokhale, Daniela Claudia Moga, M Sanni Ali, Thomas P A Debray

Pharmacy Practice and Clinical Research Faculty Publications

Introduction: High-quality randomised controlled trials (RCTs) provide the most reliable evidence on the comparative efficacy of new medicines. However, non-randomised studies (NRS) are increasingly recognised as a source of insights into the real-world performance of novel therapeutic products, particularly when traditional RCTs are impractical or lack generalisability. This means there is a growing need for synthesising evidence from RCTs and NRS in healthcare decision making, particularly given recent developments such as innovative study designs, digital technologies and linked databases across countries. Crucially, however, no formal framework exists to guide the integration of these data types. Objectives and Methods: To address …

Wills, Trusts, Guardianships, And Fiduciary Administration, Mary F. Radford

Mercer Law Review

This Article describes significant cases decided by the Georgia Court of Appeals during the period of June 1, 2020, through May 31, 2019, that pertain to Georgia fiduciary law and estate planning. Due to the COVID-19 pandemic, the Georgia General Assembly suspended its 2020 session and thus no significant legislation was enacted during the reporting period. This report does however discuss relevant legislation that was pending during the reporting period and describes the Governor’s Order issued in April 2020 that permitted remote notarization and witnessing of estate planning documents during the pandemic.

Workers' Compensation, H. Michael Bagley, J. Benson Ward

Mercer Law Review

The 2019–2020 survey period again featured decisions from the Georgia Court of Appeals over an interesting array of workers’ compensation topics including: robberies, misrepresentations, calculation disputes, and various potential employment situations. There was no legislation of significance during the period.

Minutes, Curriculum Committee Meeting, Tuesday, December 1, 2020, Curriculum Committee

Curriculum Committee Minutes

No abstract provided.

Formulating A Communal Covenant For The Elders And Ministers Of South Fork Church Of Christ, Drew Baker

Doctor of Ministry Theses and Dissertations

This project addressed the lack of a communal covenant for the elders and ministers of South Fork Church of Christ. The purpose of the project was to formulate a covenant that would promote the spiritual discernment and leadership of the elders and ministers. For the theological framework, I relied upon Mark’s portrait of Jesus. I looked at Jesus’s lived example as well as his teachings to discern values and practices that defined his leadership and should therefore be normative for Christian leaders. These values and practices were analyzed according to three relational categories—relationship with God, with each other, and with …

Swanson V Citibank And The 1l Canon, William H.J. Hubbard

University of Chicago Law Review

Part of what’s special about teaching 1Ls is that 1L year initiates law students into the community of lawyers. This community not only shares a common set of professional commitments and qualifications. Thanks to their 1L courses, lawyers share familiarity with a pantheon of famous cases that have been taught for decades. These canonical cases connect the law school experiences of generations of lawyers.

Civil procedure has its share of these classics. Virtually every first-year law student learns the Strawbridge rule for federal diversity jurisdiction.¹ International Shoe is part of every 1L’s vocabulary.² And no law student who …

Data Security’S Unjust Enrichment Theory, Lior Jacob Strahilevitz

University of Chicago Law Review

Remijas v Neiman Marcus Group, LLC,¹ is Judge Diane Wood’s most famous data security opinion, and for good reason. The opinion is elegantly written and refreshingly pragmatic with respect to an issue that has prompted other courts to fall into the trap of empty formalism. Yet the opinion is not perfect, and this Essay celebrating Wood’s silver anniversary on the bench will argue that it missed an opportunity to solve a vexing and important problem that arises when data breach suits are brought in federal court.

Technical Efficiency Of Public Middle Schools In New York City, William C. Horrace, Michah W. Rothbart, Yi Yang

Center for Policy Research

Using panel data and a “true” fixed effect stochastic frontier model, we estimate persistent and transient technical inefficiency in mathematics (Math) and English Language Arts (ELA) test score gains in NYC public middle schools from 2014 to 2016. We compare several measures of transient technical inefficiency and show that around 58% of NYC middle schools are efficient in Math gains, while 16% are efficient in ELA gains. Multivariate inference techniques are used to determine subsets of efficient schools, providing actionable decision rules to help policymakers target resources and incentives.

Reverse Legal Transplants, Sital Kalantry

North Carolina Law Review

No abstract provided.

Eager To Follow: Methodological Precedent In Statutory Interpretation, Aaron-Andrew P. Bruhl

North Carolina Law Review

No abstract provided.

Pre-Veterinary Medicine Advising Tips, Samantha Super

Honors Projects

This document provides tips and recommendations for advisors to better help their pre-veterinary medicine students. After reviewing numerous resources and conducting a survey with GVSU advisors and pre-veterinary students, I identified gaps in knowledge and compiled tips and information about preparing for veterinary school to increase the advisors' knowledge for the benefit of current of future GVSU pre-veterinary students. This document discusses the general path of veterinary school, how to advise students on obtaining experiences, regional and national symposiums that students and advisors can attend, things to consider when preparing for and applying for veterinary schools, specific advice for students …

Advance Care Planning Barriers For Young Adults, Emily K. Songer

Honors Projects

According to the CDC, 40.6% of young adult deaths occur from unintentional injuries, which is the leading cause of death for this age group (Heron, 2019). When accidents occur, they sometimes result in a loss of the ability to make medical decisions, and young adults most likely have never had the opportunity state their wishes regarding their medical care. This is why advance care planning is important, because it allows the opportunity to express those desires before it is too late. Many people often confuse advance care planning as a process that is only needed for the elderly and those …

Michigan Sex Offender Registry: Implications And Effects, Heather Damuth

Honors Projects

This paper discusses the Michigan Sex Offender Registry Act (SORA) and the ways that it affects offenders, the public, and society. It also discusses the conveniences and the challenges in relation to the SORA including discussions about public safety, and offender rights. The impacts on offenders, victims, and the general public are also discussed. The research was done through the Grand Valley State University Library, the American Civil Liberties Union (ACLU) and Michigan Legislation. Sources were examined and combined to form an integrative research paper about the sex offender registry in Michigan.

An Exploratory On Partial Anomalous Pulmonary Venous Return (Papvr), Gabriella Pitingaro

Honors Projects

This exploratory gives insight into Partial Anomalous Pulmonary Venous Return (PAPVR). The paper goes into depth explaining more detail about the congenital heart defect, the embryology surrounding it, and how much is still left to be discovered. With PAPVR's rarity (0.4-0.7% of the population), not much is known. Hypocritically, since PAPVR often goes undetected, our numbers for cases are estimated to be an underestimated value. The paper also goes into a specific case study regarding the celebrity Amy Grant and her experience with PAPVR and how it has affected her life and career.

Neural Correlates Of Social Pain In Psychological Disorders: Implications For Educational Settings, Skye E. Johnson

Honors Projects

Pain has long been defined as a multidimensional construct; in past research, not only have the physical and sensory aspects of pain been investigated, but also the cognitive and emotional aspects, which include the experience of social pain. This experience is generally accepted to be very distressing and can have adverse effects on one's mental health, especially for those with neurological disorders. In my paper, I examine the effects of social pain on brain activity in individuals with autism spectrum disorder (ASD) and borderline personality disorder (BPD) as compared to those who are neurotypical. This research finds that while neurotypical …

Roland Breeur, Lies – Imposture – Stupidity. Vilinius: Jonas Ir Jokūbas 2019, Andrew D. Spear

Articles, Book Chapters, Essays

As the title suggests, Breeur’s project is to discuss three key ideas: lies, stupidity, and imposture. The book is organized into two parts (I. Lies and Stupidity; II. Imposture) of two chapters each, followed by an appendix. The individual chapters and sub-sections are well-written and philosophically sophisticated. However, the reader will be disappointed if they expect a sustained analysis of the relations among the book’s titular ideas or a unified account of their role in the breakdown of respect for truth more broadly. Breeur’s approach is more episodic, laying out valuable considerations and enticing formulations, but often breaking off before …

Resisting Hyper-Partisan Silencing: Arendt On Political Persuasion Through Exemplification And Truth-Telling As Action, Andrew D. Spear

Articles, Book Chapters, Essays

A central frustration of recent political discourse is the consistent reduction of politically relevant factual and critical speech to mere expression of partisan commitment. Partisans of “the other side”—members of the other tribe—are viewed as de facto wrong, because partisans, even when their speech invokes mere facts or purportedly shared political principles. Ideally, democratic political discourse operates along at least two central dimensions: a dimension of shared factual, historical, and political assumptions, and a more contested dimension of interpretation, prioritization, and evaluation that results in diverse and often competing understandings of what is good, and so of what is best …

Eager To Follow: Methodological Precedent In Statutory Interpretation, Aaron-Andrew P. Bruhl

Faculty Publications

An important recent development in the field of statutory interpretation is the emergence of a movement calling for "methodological precedent"--a regime under which courts give precedential effect to interpretive methodology. In such a system, a case would establish not only what a particular statute means but could also establish binding rules of methodology--which tools are valid, in what order, and so on. The movement for methodological precedent has attracted sharp criticism on normative grounds. But both sides of the normative debate agree on the premise that the federal courts generally do not give precedential effect to interpretive methodology today.

This …

The Effect Of In-Situ Activated Carbon On Biodegradation Of Tce, Sreedhar Harigovind

All Theses

Contaminants pose a serious concern due to their relative ease of transport through groundwater, where they can accumulate and become a plume (i.e. dissolved contaminants that move with groundwater flow). Chlorinated solvents are contaminants of concern due to their potential for causing cancer, organ disease, and other ailments. Due to improper storage and disposal, these solvents find themselves in groundwater reserves, and thus warrant the need for finding treatment options to remove them from the water. In-situ biodegradation of TCE is a respiratory process consisting of electron donors, acceptors, and microorganisms that are either native or introduced into the system. …