Digital Commons Network^™

Class Weighting In Imbalanced Data For Leukocyte Classification Using Fine-Tuning Inception-V3, Wahyudi Setiawan, Meidya Koeshardianto, Eka Mala Sari Rochman, Aeri Rachmad, Tutut Herawan

Iraqi Journal for Computer Science and Mathematics

This study investigates the classification of leukocyte images in an imbalanced dataset using deep learning techniques. The dataset consists of 14,514 images, categorized into five leukocyte types: basophils (301), neutrophils (8,891), lymphocytes (3,461), monocytes (795), and eosinophils (1,066). To address class imbalance, we applied class weighting alongside transfer learning and fine-tuning using the Inception-v3 architecture. The dataset was split into 80% for training and 20% for testing, and 5-fold cross-validation was conducted to evaluate model robustness. Hyperparameters were set with a learning rate of 0.0001, batch size of 32, and 30 training epochs, optimized using the Adam optimizer. Fine-tuning was …

Symmetric Toeplitz Matrices For A Class Of New Subclass Functions And Bazilevič Functions, Nihad H. Shehab, Abdul Rahman S. Juma

Iraqi Journal for Computer Science and Mathematics

In this work, we describe and investigate a novel collection of analytic functions, including the new functions and the Bazilevič functions. An important component of analytic functions, Bazilevič functions have numerous uses in both pure and practical mathematics. For this class of functions, we concentrate on building Toeplitz matrices, examining their structural characteristics, and evaluating their eigenvalues and trends. We utilise these studies to draw sophisticated mathematical conclusions on the stability and convergence characteristics of Bazilevič functions, as well as possible uses in geometry and differential equations. This work aims to determine coefficient estimates for the functions in this family …

Illinois Model Programs Of Study Guide: Information Technology, Education Systems Center

Reports, Analyses, and other Publications

First published in October 2020. Significantly revised in September 2024 to incorporate updated labor market information. An update in April 2025 included minor corrections. In August 2025, two new sections were added: key terminology and the relationship between concepts.

High School Teachers’ Experiences Using Data-Driven Decision Making To Implement Supplemental Accelerated Instruction, Stephen Courtney Smith, Sr.

Walden Dissertations and Doctoral Studies

The problem that was addressed in this study was that high school teachers in a Texas school district struggle to use data-driven decision making (DDDM) to meet the requirements of Texas HB 1416, which mandates specific interventions to address instructional loss. Grounded in the theory of DDDM, by Mandinach et al., the purpose of this basic qualitative study was to explore high school teachers’ experiences using DDDM to implement supplemental accelerated instruction (SAI) for students who failed to demonstrate proficiency on state exams. Data were collected using semistructured interviews with 12 high school teachers from a Texas school district. Using …

Educators’ Perceptions Of Multitiered Systems Of Support For Improving Reading And Math Achievement In An Urban School District, Denice Yvonne Garrett

Walden Dissertations and Doctoral Studies

Multitiered systems of support (MTSS) has been shown to benefit students’ academic and behavioral performance in schools. However, despite 4 years of MTSS implementation in one local urban school district, English language arts (ELA) and math underachievement among students remained evident. Guided by Hall and Hord’s concerns-based adoption model, the purpose of this basic qualitative study was to explore educators’ perceptions of MTSS for improving ELA and math achievement in the local urban school district. Ten educators purposively sampled from the local district participated in semistructured interviews. Thematic analysis using inductive, open coding of the interview data was conducted. Themes …

A Dendrite Equivalence Relation On Loop Spaces, Spencer Arnesen

Theses and Dissertations

In Definition 2.0.3 we define an equivalence relation on paths such that two paths into a space X are related if doing the first, then the second backwards factors as a loop through a dendrite. This equivalence relation induces a group structure L(X) on a large subset of the loop space of X, namely all loops that have a unique reduced representative. We show that certain continuous maps induce a homomorphism between dentropy groups and that projection from three-dimensional real space to two-dimensional real space does not induce a homomorphism on dentropy groups.. We show that dentropy groups are locally …

Illinois Model Programs Of Study Guide: Agriculture, Food, And Natural Resources, Education Systems Center

Reports, Analyses, and other Publications

First published in August 2021. Significantly revised in September 2024 to incorporate updated labor market information. An update in April 2025 included minor corrections. In August 2025, two new sections were added: key terminology and the relationship between concepts.

Developing A Course-Based Undergraduate Research Experience For Chem 122, Melanie J. Harvey Phd

Sabbatical Projects

Sabbatical presentation from a 2022 Sabbatical

Illinois Model Programs Of Study Guide: Education, Education Systems Center

Reports, Analyses, and other Publications

First published in October 2020. Significantly revised in October 2022 to reflect credentialing changes, and in September 2024 to incorporate updated labor market information. An update in April 2025 included minor corrections. In August 2025, two new sections were added: key terminology and the relationship between concepts.

Illinois Model Programs Of Study Guide: Culinary And Hospitality, Education Systems Center

Reports, Analyses, and other Publications

First published in October 2022. Significantly revised in April 2025 to incorporate updated labor market information. In August 2025, two new sections were added: key terminology and the relationship between concepts.

Quantifying Erosion Rates Of The Mission Hills Along The Calaveras, Mission, And Hayward Faults In Northern California To Better Understand The Role Of Fault Geometry On Surface Topography, Ian Duncan Lord

Master's Theses

The San Francisco Bay Area lacks publications on erosion rates and their relationship to restraining bend fault geometry. This thesis presents a detailed geochronologic study of erosion rates from the Mission Hills along the Calaveras, Mission, and Hayward faults located northeast of San Jose, California. The goals are to provide erosion rate values where none currently exist and to gain a better understanding of how fault geometry influences topography along restraining bends. To quantify the erosion rate of these faults, river sediments containing 10Be were collected from 14 catchments using well-established protocols. Of the successfully processed samples, the erosion rates …

Butte Priority Soils Operable Unit (Bpsou) Draft Final Reclamation Improvement Sites Field Sampling And Investigation Plan (Fsp): Bres No. 18 – Walkerville Ballfield, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Computational Modeling Of Magnetic Field Interaction With Superconductors Under High-Field And High-Dissipation Conditions: A Tdgl Approach Applied To Nb And Nb3sn, Aiden Victor Harbick

Theses and Dissertations

Superconducting radiofrequency (SRF) cavities are essential components in modern particle accelerators, enabling the efficient acceleration of charged particles for various applications in physics, medicine, materials science, and beyond. The performance of these cavities is significantly influenced by the properties of superconducting materials, such as niobium (Nb) and triniobium-tin (Nb3Sn), and the defects and surface features present within the material. This dissertation presents a computational study focused on understanding the behavior of SRF cavities, using a sample-specific time-dependent Ginzburg-Landau (TDGL) framework to simulate their performance under realistic material conditions. The research integrates experimental data and density functional theory (DFT) calculations to …

Intersystem Crossing Outcompetes Triplet-Pair Separation From1(Tt) Below 270 K In Anthradithiophene Films, Eman M. Bu Ali, Arnau Bertran, Gabriel Moise, Shuangqing Wang, Rachel C. Kilbride, John E. Anthony, Claudia E. Tait, Jenny Clark

Chemistry Faculty Publications

Singlet fission (SF) and triplet–triplet annihilation (TTA) are processes which may be exploited to boost the efficiency of solar energy technology. Despite being studied since the late 1960s, the mechanism of singlet fission is still not fully understood. This is partly because the main technique used to study singlet fission, optical or visible/near-IR transient absorption spectroscopy, cannot distinguish between the strongly coupled triplet-pair state¹(TT), weakly interacting triplet pairs (T..T), and independent triplet states T₁+ T₁. To solve this problem, we combine transient optical spectroscopy performed as a function of magnetic field and transient electron …

Mathematics Student Teachers' Curricular Reasoning During Planning, Erika Breann Miller

Theses and Dissertations

Teaching is a complex practice, in part because of all the decisions teachers make daily. This is especially true for student teachers who have little to no prior teaching experience to inform them about the decisions that need to be made in the classroom and how to reason through all those decisions as they plan and enact the lessons. Secondary mathematics student teachers were introduced to the Instructional Pyramid (Dingman et al., 2021) which organizes and maps teacher’s mathematical reasoning onto four elements of a classroom—teacher, student, mathematics, and curriculum—to examine which curricular reasoning aspects they use while planning mathematics …

Comparative Analysis Of Codes Of Ethical Conduct And Professionalism In Engineering And Project Management Associations, Valarie Denney, James W. Marion

Publications

This research details the similarities and differences in moral values and perspective from 15 engineering and project management association codes of conduct and professionalism. The methodology uses text mining of selected codes counting and summarizing keywords, evaluating document similarities through cosine similarity, and assessing the influence of various ethical schools of thought. Key findings reveal differences in the emphasis of core ethical values like fairness, honesty, and responsibility across different associations. This research is important for engineering and project management professionals to purposefully develop and evolve codes of ethics and professional development to enhance integrity, accountability, and ethical decision-making.

School-Based Peer Mentoring Programs To Support New Teacher Retention, Denisha Logan

Walden Dissertations and Doctoral Studies

An increased rate of attrition among new educators underscores the urgency of addressing the challenges faced by early career teachers. The problem addressed in this study was the high attrition rate of new teachers in middle-low-income urban schools in Maryland. Guided by Kram’s mentoring theory and Maslow’s hierarchy of needs, the purpose of this basic qualitative study was to explore the perceptions of new teachers regarding how the school-based peer mentoring program contributed to them remaining at their schools. Semistructured interviews were conducted with 10 novice teachers who had fewer than 3-years of experience teaching at the study site. Thematic …

Re: Butte Priority Soils Operable Unit (Bpsou) Final Insufficiently Reclaimed Sites Field Sampling And Investigation Plan (Fsp) For Ur-19 – Butte, Anaconda & Pacific Railway From Montana Street To South Arizona Avenue – Montana Street Adjacent Parcel, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

The Impact Of Tuition Assistance On Employee Retention: Cybersecurity Employee Perceptions Of National Security Agency’S College Tuition Assistance Program, Marta I. Benitez-Guzman

Walden Dissertations and Doctoral Studies

U.S. employers spend considerable sums on employee skill development, including investments in college tuition assistance programs (CTAP). Based on a review of recent literature, measuring employer return on investment can be difficult. The literature contained varying results on the effectiveness of employer-provided incentives on retention decisions and provided insufficient empirical or evaluative data on employee perceptions and the influence on retention. The purpose of this qualitative evaluative case study was to examine how cybersecurity employees at the National Security Agency (NSA) who participated in CTAP (2019–2023) perceived the program's effect on their career development and retention decisions. The theoretical framework …

2025 Fall Convocation Program, Morehead State University. Office Of Communications & Marketing.

Communications and Marketing Publications Archive

The 2025 Morehead State University Convocation Program from August 13, 2025.

Identification Of Alkynyl Nicotinamide Hsn748 As A Ret Solvent-Front Mutant Inhibitor With Intracranial Efficacy, Ujjwol Khatri, Neetu Dayal, Kofi B Owusu, Mandeep Kaur Hunjan, Shriya Pandey, Haley Anne Harper, Carli Mcmahan, Bennett D Elzey, Tao Shen, Xueqing Hu, Kurt W Evans, Ahmed El-Sheikh, Seong Jun Jo, Frederick W Holtsberg, M Javad Aman, Funda Meric-Bernstam, Sukyung Woo, Herman O Sintim, Jie Wu

Faculty, Staff and Student Publications

RET solvent-front G810C/R/S mutations confer resistance to the currently approved RET protein tyrosine kinase inhibitors (TKIs) selpercatinib and pralsetinib. Moreover, RET fusion-positive lung adenocarcinoma frequently metastasizes to the brain. To address these challenges, it is imperative to develop a RET TKI that is effective against solvent-front mutations and exhibits intracranial activity. We synthesized alkynyl nicotinamide-based RET TKIs and tested their efficacy in cell cultures in inhibiting selpercatinib/pralsetinib-resistant RET solvent-front mutants G810C/R/S found in cancer patients, and in BaF3/KIF5B-RET(G810C) cell-derived subcutaneous and intracranial tumors in vivo. We also evaluated alkynyl nicotinamide RET TKIs in KIF5B-RET-induced lung tumors in immune competent …

Rational Tactical Nuclear First Use In Asymmetric Dyads And The States' Calculus Of Costs In An Era Of Interdependence : A Game-Theoretical Approach, Chi Cheong Chiu

Lingnan Theses (MPhil & PhD)

Classical nuclear deterrence theory suggests that nuclear powers could be tempted to strike first in asymmetric dyads (dyads in which only one side is a nuclear power). However, in the Ukraine war, a nuclear-armed Russia has not deployed tactical nuclear weapons on the battlefield, even at times when its military struggles on the ground with unfavorable balance. Why has Russia not used its nuclear weapons, especially after repeated threats of using them? What conditions make it rational for states to cross the nuclear threshold in asymmetric dyads? What discourages them from using nuclear weapons while possessing nuclear monopoly?

Expected utility …

Cybersecurity: Digital Stewardship In A Violent World, Rocky K. C. Chang

University Faculty Publications and Creative Works

This paper defines cybersecurity based on the principle of biblical stewardship. The focus of this principle is God, not the technologies, who is the creator and owner of cyberspace and everything in it. Humankind is called by God to steward them by protecting the digital property of our neighbors in cyberspace from malicious attacks. In the context of cybersecurity, a neighbor can be any individual cyber user, practitioner, educator, organization, tech company, or even hacker. However, as argued from the perspectives of human sin and human finitude, the defending stewards can never win over evil in this spiritual battle. Instead, …

Rethinking Cognitive Load: Validating A Two-Factor Framework Of Cognitive Load Across Problem-Solving Formats With Differing Levels Of Guidance, Camden Noelle Patterson

Electronic Theses and Dissertations Archive

Cognitive Load Theory has recently been revised to exclude germane load as a distinct construct, prompting a re-evaluation of intrinsic and extraneous load measures. This study tested the psychometric validity and predictive utility of a two-factor cognitive load model during algebra problem-solving with worked examples or independent practice. Confirmatory and exploratory factor analyses supported the structural validity of two established instruments (Leppink et al., 2013; Krieglstein et al., 2023) when germane load items were removed. Regression analyses indicated no significant differences in cognitive load or learning outcomes between instructional groups. However, pre-test performance strongly predicted post-test scores, and intrinsic and …

The Relation Between Systems Of Support And Self-Regulated Learning On Academic Achievement In Middle Schoolers, Emma Claire Gunnett

Electronic Theses and Dissertations Archive

The purpose of this study was to examine the closest and most important systems of support available to middle school students, their parents and teachers, and to better understand how specific aspects of parenting (support for autonomy and involvement) and teaching (support for autonomy, and emotional and academic support) may contribute to the student’s self-regulated learning and achievement in mathematics. Previous research has focused primarily on evaluating students as individuals or looking at only one relationship, whereas this study sought to expand on the current literature by evaluating the relationships between students and teachers as well as students and their …

Towards A Modular Compliant Actuator Toolkit, Oliver Smith, Swen E. Gaudl, Pablo Borja

School of Engineering, Computing and Mathematics

Compliant Actuators differ from traditional Servo Actuators via the ability to sense and control for forces, in addition to position and velocity. A multitude of concepts exist: force-torque control of brushless DC motors, Series Elastic Actuators (SEAs) featuring a physical elastic element, and Variable Stiffness Actuators (VSA), which use a stiffness control mechanism to modulate the physical stiffness of the elastic element. However, due to the complexity, variety, and prohibitive cost of parts and fabrication, there is a lack of reproduction, which hinders the, development, adoption, and application of such devices. This paper introduces the concept of a Modular Compliant …

Stock Market Responses To Us Presidential Cycles (2013–2025): From Blue To Red And Back Again?, Ajai Palanichamy

Critical Letters in Economics & Finance

This paper examines the role of presidential election periods and their effect on long-run interdependence and volatility of the S&P 500 and the NASDAQ Composite indices from 2013 to early 2025. The study comprises four subsamples that cover four US Presidential Administrations, namely, the second term of President Obama, the first term of President Trump, the first term of President Biden, and the initial stage of the second term of President Trump, examining daily closing prices. The GARCH (1,1) model is implemented to examine volatility patterns. The evidence shows how market volatility differs in different election years, with the most …

Climate - Commercial And Scientific Instrument Opportunities For Small Satellite Constellations, Alex Da Silva Curiel, Rob Elliott, Tony Canas, Stephanie Mottershead, Andy Palfreyman, Martin Sweeting Sir

Small Satellite Conference

There is an economic and social impact in many areas in the world due to lack of information on local climate, and better understanding is widely believed to lead to cost savings and improved living standards. Despite the wealth of spacecraft data available today, many climate variables are still poorly monitored. Small satellites in constellation can help in filling data gaps, and also provides the important temporal resolution required. Such missions could be highly complementary to the NASA NEO and EU Copernicus programs, and their data can be commercially valuable, opening up the potential for novel business models and services. …

Using Capstone’S Mission Extension To Navigate The Future Of Cislunar Technology, Alec Forsman, Michael Caudill, Anthony Zara, Matthew Givens, Rebecca Rogers, Lauren De Moudt, Ethan Kayser, Thomas Gardner

Small Satellite Conference

Launched in late June 2022, the Cislunar Autonomous Position System Technology, Operations, and Navigation Experiment (CAPSTONE) has been operating in the Earth-Moon, Southern L2 Near Rectilinear Halo Orbit (NRHO) for more than two years. After successfully completing its primary mission objectives, CAPSTONE was awarded a 15-month mission extension in September of 2024. The goal of this extension was to continue to use CAPSTONE to provide valuable and informative data to the NASA Gateway program and leverage the platform to raise the TRL of several cislunar technologies. This paper presents a detailed analysis of the operational data obtained throughout the mission, …

High Resolution, Wide Swath Sar Observation From Disksat At Vleo, Hirobumi Saito, Yasuyuki Miyazaki, Michio Takikawa, Tien M. Nguyen, Roy Nakagawa, Ching-Yao (Tony) Chang, David Hinkley, Ryo Natsuaki, Mitsuteru Kaneoka, Jiro Hirokawa, Kazuyuki Nakamura

Small Satellite Conference

This paper proposes a novel concept of quasi-two-dimensional SAR (synthetic aperture radar) satellites, SAR DiskSats, featuring a deployable passive slot array antenna (De-PSAA) that can be compactly folded within the quasi-two-dimensional (Q-2D) satellite body. This Q-2D configuration allows for potential flexible solar cell sheets to be installed on the backside of the antenna, as the antennas do not dissipate heat. This satellite configuration is also suitable for stacking within a rocket fairing for the mega-constellation launch of SAR DiskSats into VLEO (very low Earth orbit). The proposed DiskSat's thin edge cross-section reduces aerodynamic drag, enabling the satellite to operate at …