Digital Commons Network^™

A Comparative Study Of Word Embedding Techniques For Classification Of Star Ratings, Craig Mcneile, Malgorzata Wojtys, Hesham Abdelmotaleb

School of Engineering, Computing and Mathematics

Telecom services are at the core of today’s societies’ everyday needs. The availability of numerous online forums and discussion platforms enables telecom providers to improve their services by exploring the views of their customers to learn about common problems that customers face. Natural Language Processing (NLP) tools can be used to process the free text collected.One way of working with such data is to represent text as numerical vectors using one of many word embedding models based on neural networks. This research uses a novel dataset of telecom customers’ reviews to perform an extensive comparative study showing how different word …

The Privacy Law Jigsaw: Piecing Together Legal Compliance When Pieces Don’T Fit, Roy Wyman, Wesley Mcculloch

Vanderbilt Journal of Entertainment & Technology Law

Over the past six years the United States has shifted from a relatively stable and laissez-faire privacy regime, anchored by a few, sector-specific federal statutes such as the Health Insurance Portability and Accountability Act, to an increasingly fragmented landscape dominated by numerous state-level consumer privacy laws. While these laws share commonalities, they also vary in important ways. This Article analyzes that patchwork legal regime and its impact on businesses through four points of friction: (i) statutory applicability and thresholds; (ii) notice-and-choice requirements; (iii) individual data-management rights; and (iv) controller–processor contracting obligations. This Article further explores how modern service-delivery models, especially …

Transforming Indigent Appellate Advocacy, Rachel T. Goldberg, Estelle M. Mckee

Cornell Law Faculty Publications

Indigent appellate advocacy has long been confined to a narrow, technocratic model—one that prioritizes legal expertise over client autonomy and treats appellate cases solely as isolated legal battles rather than opportunities for systemic change. Unlike their trial-level counterparts, appellate attorneys representing indigent clients have received little scholarly attention, leaving critical questions about client participation, ethical representation, and social justice largely unexplored.

This Article challenges the status quo, arguing that appellate attorneys should rethink their role in ways that empower clients and confront the broader injustices shaping their cases. We introduce two alternative frameworks—client-centered appellate representation and participatory appellate representation—that draw …

“Take A Seat”: Overcoming The Enforceability Challenges Of Crowdsourced Blockchain Arbitration, Anna-Sophie Hochgürtel

Journal of Dispute Resolution

This essay addresses the recent phenomenon of Crowdsourced Blockchain Arbitration (CBA). Within the landscape of new digital dispute resolution tools, I argue that CBA stands out as a cost-effective adjudicative dispute resolution forum for online consumer disputes. I then provide an overview of existing CBA platforms and address the question to what extent CBA constitutes a form of arbitration. Only if it does can CBA arbitration agreements and arbitration awards be enforced domestically and internationally under the New York Convention of 1958. I demonstrate that while CBA proceedings correspond to a conceptual understanding of arbitration, they fall outside the international …

Description

Journal of Dispute Resolution

No abstract provided.

Artificial Neural Network Model For Predicting Fatigue Endurance Limit Of Hot Mix Asphalt Using Uniaxial Tension–Compression Tests, Prashanta Kumar Acharjee, Mayzan Isied, Mena I. Souliman, Sameer Jung Karkl, Tanvir Ahmed, Gokhan Saygili

Civil Engineering Faculty Publications and Presentations

Fatigue is one of the major distresses occurring in asphalt concrete pavement. Repeated traffic loading causes escalated structural damage which results in the formation of cracks. There is a strain level below which the Hot Mix Asphalt goes under fatigue failure, and it is called endurance limit. In this study, a predictive model is developed to predict endurance limit strain values by using artificial neural network. Uniaxial tension-compression fatigue test results conducted under NCHRP Project 9–44 A were utilized in the model development process. An equation is also extracted from the model along which gives the exact values as the …

Firm-Level Political Risk And Earnings Manipulation, Hui Liang James, Thanh Ngo, Jurica Susnjara

Accounting, Finance, Information Systems, and Business-Law Faculty Publications and Presentations

Using recently developed proxies for firm-level political risk and earnings manipulation, we test the limited attention theory. Contrary to Hirshleifer and Teoh’s core prediction that investor attention is associated with less managerial manipulation, we find that firm-level political risk, serving as a proxy for investor attention, is positively associated with manipulative earnings management, using both accruals and real activities. The results are robust to alternative proxies for political risk and earnings manipulation, various techniques addressing endogeneity concerns, and subsamples of firms with different earnings manipulation incentives. Moreover, we find that the negative relation between earnings manipulation and subsequent operating performance …

The Banner - V. 161, No. 2 - (February 2026), Christian Reformed Church In North America

The Banner

No abstract provided.

Rapid Flood Inundation Mapping For Dam Failure And Operations, Shivakumar Balachandran, Parvaneh Nikrou, Ayman Mokhtar Nemnem, Reza Saleh Alipour, Sagy Cohen, Xingong Li, Erfan Goharian, Jasim Imran

Faculty Publications

Dam failure often causes catastrophic flooding. Although conventional hydrodynamic models are available for generating flood inundation maps, there is a need for low-complexity models that can provide rapid inundation estimates during emergency situations. Operational releases of large volumes may also lead to downstream flooding. This study utilizes two DEM-based models, OWP HAND-FIM and FLDPLN, to produce flood inundation maps for near-real-time operational applications. Three dam-related scenarios, including failures and controlled operations, are examined using these simplified models for the Fall River Dam in Kansas. Breach flows are estimated using empirical relationships, and discharge attenuation is calculated using an analytical approach. …

Clinical Evaluation Of Nasal Swab Specimens In Vtm/Utm And Respdirect Estm Using The Panther Fusion Sars-Cov-2/Flu A/B/Rsv Assay., Salika M. Shakir, Robert K. Mccall, Rangaraj Selvarangan, Dithi Banerjee, Yitz Goldstein, Christine Lansang, Rachel Bogh, Carmelle V. Remillard, Respdirect Clinical Study Group

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Respiratory viral infections by SARS-CoV-2, influenza A and B viruses, and RSV overlap in disease signs and symptomology, but differ in treatment modality. Nasal swab specimens have been shown to be an effective alternative specimen type for SARS-CoV-2 detection.

OBJECTIVES: This study evaluated the performance of the Panther Fusion® SARS-CoV-2/Flu A/B/RSV assay in anterior nasal swab specimens (self- or healthcare professional [HCP]-) collected in either viral/universal (VTM/UTM) transport media or the Hologic® RespDirect® collection kit (RespDirect swab in enhanced specimen transport media [eSTM]).

STUDY DESIGN: A multicenter study was conducted from October 2022 to March 2024. A total of …

Information Sharing Within Institutional Investor Networks, Wei Ting Loh

Research Collection School Of Accountancy

This study examines whether information sharing occurs within institutional investor networks. I identify networks of institutional investors who share common investments and find that in-network investors earn significantly higher returns than other investors of the same firm, suggesting that valuable private information is shared within these networks. I also find that ownership by investor networks is associated with speedier price discovery and incorporation of more firm-specific news in prices, consistent with information sharing facilitating efficient price formation. In addition, ownership by network investors is associated with higher information risk as reflected in the probability of informed trading and market liquidity. …

A Word From The Writing Team (February 2026), Pam Walter, Mfa, Laura Deloretta, Phd

A Word From the Writing Team (Newsletter)

No abstract provided.

Empowering The Energy Transition In Rural Electric Cooperatives, Katrina Smith

North Carolina Law Review

No abstract provided.

Slp 640.00: Swallowing Disorders, Jane Salois

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Biob 591.05: Ecological Models And Data, Robert O. Hall

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Russ 202.01: Intermediate Russian Ii, Clint B. Walker

University of Montana Course Syllabi, 2026-2030

No abstract provided.

M 132.02: Numers And Operations For Elementary School Teachers, Frederick Peck

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Phar 110n.01: Use And Abuse Of Drugs, Lilian Calderón-Garcidueñas

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Bch 294.01: Introductory Biochemistry Seminar, Travis S. Hughes

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Phar 444.01: Pharmacology And Toxicology, Katie M. Holick, Mark A. Pershouse, David Shepherd

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Phar 110n.80: Use And Abuse Of Drugs - Honors, Elizabeth Putnam

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Human Atrial Skinned Muscle Fibers Exhibit Reduced Length-Dependent Activation But Show Faster Force Development Kinetics Than Ventricular Muscle, Alexandre Lewalle, Gregory Milburn, Jania Bell, Kenneth S. Campbell, Steven A. Niederer

Physiology Faculty Publications

In humans, the left atria (LA) and the left ventricle (LV) play distinct physiological roles and express sarcomeric proteins with chamber-specific patterns. Despite these important differences, most multi-chamber descriptions of the heart assume uniform myocardial properties. To facilitate a more accurate representation of cardiac function, we measured and compared the contractile properties of isolated skinned human LA and LV muscle fibers at 37 °C. Our experimental measurements included the length-dependent activation (LDA) of force in the isometric steady state, the force response to small quick length changes, and tension redevelopment dynamics. The LV measurements display more pronounced LDA behavior compared …

From Classroom To Field: Rural Teachers’ Integration Of Science And The Outdoors, Steph N. Dean, Julieanne A. Wenner

Publications

This study explored how rural educators in the US use outdoor environments to enhance science instruction, addressing the educational marginalization of rural students. Using rural cultural wealth as a theoretical framework, we investigated how rural teachers integrate local nature-based resources and students’ out-of-school experiences into science learning. We conducted interviews and observations with rural teachers, using reflexive thematic analysis as our qualitative approach. Three key themes emerged that highlight the ways our participants use the outdoor environment to teach science: (a) harness rural community partnerships, (b) engage students through relational teaching, and (c) design learning opportunities that honor students as …

Slow Education, Sit Spot, And Holistic Well-Being: A Narrative Case Study In Secondary Science Education, Steph Dean, Jim Lane, Paul Bocko, Albert Gilbert, Devan A. Jones

Publications

The demands of a test-dominant education system point towards the need for students to have opportunities for unhurried learning engagements, a movement known as slow education. The purpose of this study was to examine the long-term influence of Sit Spot–a recurrent, structured time to reflect outdoors–on students’ holistic well-being. Using a narrative case study approach, we interviewed a secondary field ecology teacher and seven of his former students to understand the impact of high school Sit Spot experiences during a semester-long science class. Three primary outcomes emerged: (1) enduring impact on the whole person, (2) engagement with affect, and (3) …

Mutual Fund Fees, Stewart L. Brown

William & Mary Business Law Review

Investors pay billions annually in fees for actively managed mutual funds, despite the availability of far superior, cost-effective alternatives like index funds. Mutual funds, with their unique legal structure, insulate management fees from competitive pressures, thereby enabling fund sponsors to maintain high fees. Contrary to the assumption that legal, regulatory, and governance mechanisms adequately protect investors, this Article demonstrates that such safeguards are largely ineffective. The competitive forces that would ordinarily drive fee reductions are rendered impotent by structural conflicts of interest, ineffective regulatory oversight, and the passive role of independent directors. Fund sponsors capitalize on economies of scale, reaping …

Vultures, Bryan M. Kluever, Lee A. Humberg, Scott C. Barras

Wildlife Damage Management Technical Series

Fact sheet about vultures including information about human--wildlife conflicts, the vulture roost, affects on livestock, structures, human health and safety, identification of damage, management methods, legal considerations, and economics. Also included is an overview of the species.

Hhp 525.01: Advanced Biomechanics, Matthew W. Bundle

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Kin 447.01: Professional Writing In Integrative Physiology, Melanie L. Mcgrath

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Kin 205.01: Foundations Of Integrative Physiology And Athletic Training, Melanie L. Mcgrath

University of Montana Course Syllabi, 2026-2030

No abstract provided.

M 133.01: Geometry And Measurement For Elementary School Teachers, Frederick Peck

University of Montana Course Syllabi, 2026-2030

No abstract provided.