Digital Commons Network^™

Deep Learning-Based Drowsiness Detection System For Driver’S Safety, Sindhu Vidyanathan Dixith, Shrikant Jadhav, Youngsoo Kim, Naveenkumar Jayakumar

Faculty Research, Scholarly, and Creative Activity

Driver drowsiness is a leading contributor to road accidents, accounting for over 100,000 crashes and approximately ~1000 fatalities each year in the United States alone, as per National Safety Council (NSC). To mitigate this urgent public-safety risk, we propose a real-time Driver Drowsiness Detection System that achieves both high accuracy and fast inference on standard hardware. Our key idea is to combine two complementary deep-learning strategies: 1) a custom Convolutional Neural Network (CNN) paired with a Support Vector Machine (SVM) classifier, and 2) a lightweight transfer-learning model built upon a pre-trained convolutional backbone. We evaluate these approaches on two datasets: …

Self-Colonization In American Law: The Internet And Personal Information Example, Daniel J.H. Greenwood

Hofstra Law Faculty Scholarship

Since the Reagan era, American economic policy has amounted to self-colonization. Democratic majorities have consistently supported legal regimes that have enabled corporations to extract the lion’s share of the gains from trade from the public. For example, they have supported a corporate law regime that denies the public democratic control over the behavior of corporations and instead gives dictatorial powers to shareholders and managers. The Internet has made it even easier for firms to extract surpluses from consumers through surveillance and algorithmic pricing. One small contribution toward a project of decolonizing the public would be for consumers to obtain a …

Massive Pulmonary Embolism In Acromegaly: A Perfect Storm Of Thrombotic Risk, Giovanni Paolella, Viktoriya Bikeyeva, Christopher Bentsen, Danny Cho, Joseph Adams, Andrii Labchuk, Adib Chaus, Parag Patel

Advocate GME

Purpose: To describe a case of massive pulmonary embolism (PE) in a patient with acromegaly and multiple prior venous thromboembolic (VTE) events who was perioperative, emphasizing the hypercoagulable risk and management challenges. Background: Acromegaly, characterized by elevated insulin-like growth factor-1, may predispose patients to thrombotic events via endothelial dysfunction and procoagulant changes. Data linking acromegaly to venous thromboembolism (VTE) are limited, but recurrent events are clinically significant, especially when anticoagulation is interrupted perioperatively. Methods: A 64-year-old male with acromegaly secondary to a pituitary microadenoma (s/p gamma knife) and a history of multiple VTE events presented for elective substernal thyroidectomy and …

Characterizing The Excited States And Electronic Absorption Spectra Of Small Alkylperoxy (Ro2•) And Hydroperoxy (•Qooh) Radicals, Lily M. Guidry, Sofia E. Guidry, Tanima Barua, Barbara Marchetti, Michael F. Vansco, Tolga N.V. Karsili

Chemistry

Organic peroxy (ROO•) and hydroperoxy (•QOOH) radicals are key reactive intermediates that are formed via the oxidation of volatile organic compounds during combustion or in the Earth’s atmosphere. Their primary fate is continued unimolecular decay or bimolecular chemistry, the relative branching for which is heavily structure- and temperature-dependent. This article outlines a combined single- and multi-reference quantum chemical study to characterize the near-UV accessible electronically excited states of the prototypical ROO• and •QOOH intermediates, tert-butyl peroxy and hydroperoxy-tert-butyl radicals—the ground-state chemistries of which have been well studied both experimentally and computationally. Additionally, we simulate the electronic absorption profiles of these …

Table Of Contents, Editorial Board, Law School Faculty And Administration, Advisory Board, Advisory Council, Sponsors, Unlv Gaming Law Journal University Of Nevada, Las Vegas -- William S. Boyd School Of Law

UNLV Gaming Law Journal

No abstract provided.

The House Always Learns: Integrating Ai Into Las Vegas Casino Surveillance And The Laws Behind The Lens, Taylor Dixon

UNLV Gaming Law Journal

No abstract provided.

Nowcasting Disruptions To Human Capital Formation: Evidence From High-Frequency Household And Geospatial Data In Rural Malawi, E. J. Tennant, Aleksandr Michuda, J. B. Upton, A. Chamorro, R. Engstrom, M. L. Mann, D. Newhouse, M. Weber, C. B. Barrett

Economics Faculty Works

Exposure to extreme weather events and other adverse shocks has led to an increasing number of humanitarian crises in developing countries in recent years. These events cause acute suffering and compromise future welfare by adversely impacting human capital formation among vulnerable populations. Early and accurate detection of adverse shocks to food security, health, and schooling is critical to facilitating timely and well-targeted humanitarian interventions to minimize these detrimental effects. Yet monitoring data are rarely available with the frequency and spatial granularity needed. This paper uses high-frequency household survey data from the Rapid Feedback Monitoring System, collected in 2020–23 in southern …

Single-Molecule Orientation And Localization Microscopy, Sophie Brasselet, Matthew D. Lew

Electrical & Systems Engineering Publications and Presentations

Single-molecule localization microscopy (SMLM) offers enhanced spatial resolution in optical microscopy, providing detailed insights into the spatial organization of proteins in cells at the nanoscale. Over the past decade, SMLM has progressively incorporated the capability to retrieve the orientations of single molecules using their polarized dipolar emission pattern. Here we explore recent advancements in single-molecule orientation and localization microscopy (SMOLM), which yields super-resolved images of molecular three-dimensional (3D) orientations, wobble and 3D positions. This advancement opens possibilities to explore the nanoscale organization and conformation of biological molecules as well as to monitor and design local 3D optical fields in nanophotonics. …

Liberal Arts: Value From A Business Perspective, Ed Rust

Kinder Brothers Distinguished Business Speaker Series

Thanks to the generosity of Garry '55 and Jack '50 Kinder, we are proud to welcome our inaugural speaker: Ed Rust ’72, an IWU alum, former CEO of State Farm, and IWU Board of Trustee member, presenting "Liberal Arts: Value from a Business Perspective."

This event was held in the Young Main Lounge, Memorial Center, on September 23, 2025 and was preceded by Mayor Dan Brady presenting IWU President Zenger with a resolution marking September 23 as "Illinois Wesleyan Day" in honor of our 175th anniversary.

For more information, please see "Rust '72 Champions Liberal Arts as Essential for Business …

Ethnic Studies: September 2025, Department Of Ethnic Studies

Ethnic Studies Department Newsletters

Student Spotlight

Get Involved

Reminders

Student Resources

Welcoming New Faculty

Ethnic Studies Open House

Summer Field Report, June–July 2025, W. Ross Silcock

Nebraska Bird Review

I have mentioned previously the breeding categories that are available to observers in eBird checklists. This database is becoming more comprehensive and useful, and I encourage observers to use this eBird feature.

Usefulness of Merlin-derived checklists continues to be an issue. As an example, Merlin seems to love White-winged Doves; there were 52 undocumented Merlin reports of this species this summer, no doubt some correctly identified and acceptable if observers had taken a minute to add even minimal observation details to support Merlin’s identifications.

A vexing issue for me is determining the status of midsummer (i.e. between spring and fall …

Ahms 220.50: Medical Office Procedures, Michelle M. Hritsco

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Actg 201.50: Principles Of Financial Accounting, Edward J. Guay

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Bfin 410.01: $50,000 Portfolio Management, Bradley B. Cederberg

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Bmgt 402.01: Principles Of Entertainment And Sport Business, Matthew C. Ellis

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Enst 595.00: Supervised Peas Farm Practicum, Caroline M. Stephens

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Nrsm 360.00: Range Management, Akasha Faist

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Efficient Inference Of Performance Models In Openmp Applications, Gaurav Punjabi

Computer Science and Engineering Master's Theses

Choosing the best OpenMP parameters such as thread count, scheduling type, and chunk size is essential for optimizing parallel program performance. One of the promising approaches is to infer a (pre-trained) performance model at runtime to determine the parameters to run OpenMP parallel regions. Such a performance prediction model can require programs’ code information such as intermediate representation (IR) and other at-runtime information (e.g., input sizes) to make a performance prediction. In such a scenario, extracting or querying the IR information at runtime can create a significant runtime overhead. This thesis proposes a compiler-asssited tuning framework that shifts IR extraction …

Wild 408.01: Aquatic Habitat Conservation & Restoration, Lisa A. Eby

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Cstn 191.02: Residential Building Codes And Inspections, Allison Dowd

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Wldg 180.01: Sheilded Arc Welding, Philip M. Patrick

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Slp 530.01: Voice And Resonance Disorders, Jane E. Salois

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Pt 679.01: Topics In Neurological Rehabilitation, Jaclyn C. Carson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

The Nebraska Bird Review (September 2025) 93(3), Whole Issue

Nebraska Bird Review

Summer Field Report, June–July 2025, by W. Ross Silcock

First Confirmed Nebraska Breeding Record of the Common Raven (Corvus corax) since the 19th Century, by Eugene A. Huryn and Jacob C. Cooper

2024 (36th) Report of the NOU Records Committee, by Mark A. Brogie

The Official List of the Birds of Nebraska: 2024, compiled by Mark A. Brogie

Subscription and Organization Information

2024 (36th) Report Of The Nou Records Committee, Mark A. Brogie

Nebraska Bird Review

The functions and methods of the Nebraska Ornithologists’ Union Records Committee (NOURC) are described in its bylaws (NOURC 2010). The committee’s purpose is to provide a procedure for documenting unusual bird sightings and to establish a list of all documented birds for Nebraska. Species for which the NOURC seeks documentation (NOURC Review List) can be found at the NOU website: www.NOUbirds.org.

Starting in 2020, the NOURC decided to deal mainly with those species deemed as Accidental on the “Official List of the Birds of Nebraska.” Casual species and out-of- range species are now summarized in the “Seasonal Reports” of the …

Do We Serve A Dice-Throwing God? Reconciling The Indeterminacy Of Quantum Mechanics With The Sovereignty Of An Almighty God, Elias Obbink

Pro Rege

No abstract provided.

Life Is Like A Mist, Calvin Vandermeyden

Pro Rege

No abstract provided.

Fascination Into New Creation, Joel E. Kok

Pro Rege

No abstract provided.

Longing For Transcendence: Olympic Gold And Christian Virtue, Matthew Vos, John B. White

Pro Rege

No abstract provided.

Priests Of History: Stewarding The Past In An Ahistoric Age (Book Review), Keith C. Sewell

Pro Rege

Reviewed Title: Priests of History: Stewarding the Past in an Ahistoric Age by Sarah Irving-Stonebraker. Grand Rapids, MI: Zondervan Reflective, 2024. 225 pp. ISBN: 9780310161134.