Digital Commons Network^™

A Comprehensive Review On Machine Learning-Based Job Recommendation Systems, Shaymaa Al-Juboori, Su-Cheng Haw, Rui Ern Yap

School of Engineering, Computing and Mathematics

A dynamic, constantly shifting labor market creates enormous job postings, overwhelming candidates and making it difficult for businesses to find quality candidates. It is also hard for job seekers to find suitable jobs. Addressing these issues, machine learning-driven job recommender systems have recently become an essential tool using predictivemodels to improve the match between jobs and candidates. A hybrid design that combine scollaborative filtering with content-based filtering andadds contextual information like geographic location,industry trends, and user behavioural data can enhance the accuracy and relevance of recommendations. This paper reviews and critically analyzes contemporary jobre commender system techniques. The focus is …

Collection Of Instructional Slides From Molten Salt Electrochemistry Symposium (Moses), Devin Rappleye, Carlos Mejia

Faculty Publications

During the Molten Salt Electrochemistry Symposium (MoSES) on July 30-31, 2025, interactive instruction was given to the attendees including live demonstrations. These slides contain the introductory instructions given for each learning module at MoSES 2025. Please visit https://pyro.byu.edu/moses for more information.

A Survey Of Image Forensics: Exploring Forgery Detection In Image Colorization, Saurabh Agarwal, Deepak Sharma, Nancy Girdhar, Cheonshik Kim, Ki-Hyun Jung

School of Engineering, Computing and Mathematics

In today’s digital era, the rapid evolution of image editing technologies has brought about a significant simplification of image manipulation. Unfortunately, this progress has also given rise to the misuse of manipulated images across various domains. One of the pressing challenges stemming from this advancement is the increasing difficulty in discerning between unaltered and manipulated images. This paper offers a comprehensive survey of existing methodologies for detecting image tampering, shedding light on the diverse approaches employed in the field of contemporary image forensics. The methods used to identify image forgery can be broadly classified into two primary categories: classical machine …

Low-Energy Multi-Photon Scattering At Tree-Level And One-Loop Order In A Homogeneous Electromagnetic Field, Ivan Ahumada, Patrick Copinger, James P. Edwards

School of Engineering, Computing and Mathematics

We study low energy photons coupled to scalar and spinor matter in the presence of an arbitrary homogeneous electromagnetic field in a first-quantised (worldline) approach. Utilising a Fock-Schwinger gauge for both the scattering photons and homogeneous background, simple compact expressions are found for both the photon- and background-dressed effective action and propagator in scalar and spinor quantum electrodynamics. The low-energy limit allows identification of the coupling of the scattering photons as one of an effective homogeneous superposition of their field strengths, with amplitudes following from application of a suitable linearisation operator. To treat the linearisation, several techniques are employed, including …

430 Amsteram Partners Llc V. Nguyen

All Decisions

The landlord moved for summary judgment in a nonpayment case. The court denied the motion, finding issues of fact regarding the apartment's rent-stabilized status, which the landlord claimed was deregulated due to high-rent decontrol. The court ruled that the tenant was not estopped from challenging the deregulation, despite having a pending overcharge claim at DHCR. The court also invalidated an out-of-court agreement where the tenant's attorney acknowledged deregulation, citing that any agreement waiving Rent Stabilization Law (RSL) benefits is void. The landlord's contradictory lease submissions further raised factual questions, warranting a trial.

489 Mm Realty Llc V. Zelaya

All Decisions

The court dismissed the landlord's holdover petition because the predicate notice was improperly served. The affidavit of service stated it was personally served on "Albert Zelaya," but the notice was actually delivered to "Albert Zelaya Jr." Citing the **strict compliance** standard for personal service, the court found the name discrepancy was a fatal defect. The landlord's cross-motion to amend the affidavit was denied because it was not supported by an affidavit from someone with personal knowledge, nor did the landlord demonstrate that the respondent had attempted to evade service.

The Possessed, Fyodor Dostoyevsky

Hannah Arendt Marginalia - All

New York : The Modern Library, 1963

Call #: PG3326 .B6 1963

Contains marginalia, underlining, marginal lining and endpaper notes

PDF Information: 170 pages – 12.7 MB

Gods And Creatures; The Quodlibetal Questions, John Duns Scotus

Hannah Arendt Marginalia - All

[Princeton, NJ], Princeton University Press, 1975

Call #: BX1749.D8213

Contains underlining

PDF Information: 14 pages – 8 MB

The Prophet Armed: Trotsky, 1879-1921, Isaac Deutscher

Hannah Arendt Marginalia - All

New York : Oxford University Press, 1954.

Call #: DK254.T6 D4

Arendt copy contains marginalia, underlining, marginal lining and endpaper notes

PDF Information: 143 pages – 11.7 MB

Problems Of Men, John Dewey

Hannah Arendt Marginalia - All

New York, Philosophical library, 1946

Call #: B945.D43 P7

Contains underlining and endpaper notes.

PDF Information: 26 pages – 10.9mb

The New Class; An Analysis Of The Communist System, Milovan Djilas

Hannah Arendt Marginalia - All

New York, Praeger 1957

Call #: HX365.5 .D49

Contains marginalia, underlining and marginal lining

PDF Information: 97 pages – 10.1 MB

Pretty Dangerous: The Romanticization Of Grooming In Pretty Little Liars, Katherine G. Johnson, Emma Grace Gilland

UTC Spring Research and Arts Conference

Sexual grooming is the deliberate manipulation of a minor by an adult to reduce their sensitivity to sexual contact, with the specific aim of perpetrating child or adolescent sexual abuse (Winters, 2022). Prevalence rates for sexual grooming vary; however, a recent study by Winters and Jeglic (2022) found that approximately 24% of their sample of undergraduate student sample reported experiencing sexual grooming as a minor. These predatory behaviors were prominently featured between lead adolescent and adult characters throughout the popular television show, Pretty Little Liars. This raises concerns about how such behaviors might be perceived when portrayed in popular media …

A Combination Of Modified Stacking Method With Voting Ensemble Technique For Binary Classification, J M Imtinan Uddin, Hong Qin

UTC Spring Research and Arts Conference

Binary classification is a frequently encountered machine learning problems. Many machine learning algorithms are used to solve binary classification problems. However, all machine learning algorithms are not suited or efficient for solving binary classification problems.

In this paper, authors has proposed a approach. The proposed approach is a machine learning algorithm, to solve binary classification problems. Authors has combined modified stacking and voting ensemble machine learning techniques for binary classification problems. Before combining the ensemble techniques, authors has modified the stacking ensemble technique for making the proposed method more robust.

This proposed method was applied on two different binary class …

How Closely Should We Compare?: A Statutory Analysis On State Comparability Standards Under The Clean Water Act, Brenna M. Skiles

Helms School of Government Undergraduate Law Review

This Note aims to evaluate the basis for general statutory interpretation to apply it to § 309(g) of the Clean Water Act. The United States Courts of Appeals have been divided on which standard for determining State law comparables under section 309(g) of the Clean Water Act is the most appropriate standard to use. So far, the First, Sixth, Eighth, Ninth, Tenth, and Eleventh Circuit Courts have set forth an opinion on the matter. Even though each the six courts have interpreted the statute, there is still no “universally” applied standard. The First, Sixth and Ninth Circuits have each come …

The Delegation Dilemma: Assessing How The Overturn Of Chevron Paves The Way For The Revitalization Of The Nondelegation Doctrine, Elizabeth Paige Sonnenschein

Helms School of Government Undergraduate Law Review

The nondelegation doctrine is derived from Article I of the United States Constitution, and it prohibits Congress from delegating its enumerated legislative powers to other branches or agencies of the government. However, the nondelegation doctrine has been limited over the last century, and it has not been enforced to the fullest extent in the Supreme Court since the 1935 ruling in A.L.A Schechter Poultry Corp. v. United States. As a result, Congress has been allowed the discretion to delegate quasilegislative powers to administrative agencies and the executive branch under the premise of the intelligible principle and various levels of …

Forced Labor In Soviet Russia, David J. Dallin, Boris I. Nikolaevsky

Hannah Arendt Marginalia - All

New Haven, Yale University Press, 1947

Call #: HV8931.R8 D3

contains underlining, marginal lining and endpaper notes (front of book)

PDF information: 35 pages – 3.1 MB

The Portable Dante : The Divine Comedy, Complete, Dante Alighieri, Paolo Milano

Hannah Arendt Marginalia - All

New York, The Viking press, 1947

Call #: PQ4315.A3 B5

Contains endpaper notes and gift inscription by “Paolo Milano”

PDF Information: 49 pages – 2.3 MB

On World-Government, Or De Monarchia, Dante Alighieri

Hannah Arendt Marginalia - All

New York : The Liberal Arts Press, c1957

Call #: PQ 4315.62 .S3 1957

Contains marginalia & underlining

PDF Information: 31 pages – 12 MB

Cowboy Narrative - W. E. Oglesby, Sheldon F. Gauthier, W. E. Oglesby

Writers' Program of the Work Projects Administration in the State of Texas, Fort Worth City Guide and History Draft Records

A transcript of a Cowboy Narrative, or Rangelore, interview conducted by Sheldon F. Gauthier for the Works Progress Administration's Federal Writers' Project in the 1930s with former cowboy W. E. Oglesby. Oglesby was born in 1863 on his father's farm in Lincoln County, Tennessee and migrated to Fort Worth, Texas in his youth. In his interview, he describes the process of migrating in a caravan with several other families, as well as the conditions in Fort Worth during his youth. He discusses Fort Worth history, including the coming of the railroad, the outmigration of Native Americans from Possum Ridge (present-day …

The Constitution And What It Means Today, Edward Samuel Corwin

Hannah Arendt Marginalia - All

Princeton, N.J., Princeton University Press [1958]

Call#: KF4550 .C64 1958

Contains underlining and marginal lining

PDF Information: 36 pages – 3.1 MB

Crisis At Columbia: Report Of The Fact-Finding Commission Appointed To Investigate The Disturbances At Columbia University In April And May, 1968, Columbia University Fact Finding Commission, Archibald Cox

Hannah Arendt Marginalia - All

New York : Vintage Books, [1968]

Call #: LD1256 .F3

Contains underlining & marginal lining

PDF Information: 48 pages – 3.3 MB

Plato’S Republic; A Philosophical Commentary, R. C. Cross

Hannah Arendt Marginalia - All

New York, St. Martin’s Press, 1964

Call #: JC71.P6 C68

Contains gift inscription “To Heinrich Bluecher – Margarite Fisher”; also contains marginalia

PDF Information: 30 pages – 1,980KB

The Russian Enigma, Anne Ciligia

Hannah Arendt Marginalia - All

London : Labour Book Service, [1940]

Call #: DK267 .C5543 1940

Contains endpaper notes

PDF Information: 23 pages – 1.5 MB

Christianity And Classical Culture: A Study Of Thought And Action From Augustus To Augustine, Charles Norris Cochrane

Hannah Arendt Marginalia - All

London, New York [etc.] Oxford University Press, 1944

Call #: BR170 .C6

Contains marginalia, underlining and marginal lining.

PDF Information: 78 pages – 36 MB

The Rebel, Albert Camus

Hannah Arendt Marginalia - All

New York, Vintage Books, 1956

Call #: HM281 .C3513 1956

Arendt copy contains marginalia, including front and endpaper notes.

PDF Information: 112 pages – 12.9MB

An Essay On Man, Ernest Cassirer

Hannah Arendt Marginalia - All

Garden City, NY: Doubleday, 1953 [c1944]

Call #: B3216.C33 E8 1953

Marginalia , underlining and marginal lining

PDF Information: 14 pages – 4 MB

Substance And Function And Einstein’S Theory Of Relativity, Ernest Cassirer

Hannah Arendt Marginalia - All

New York: Dover Publications, 1953

Call #: BD221 .C3 1953

Contains underlining and endpaper notes, and contained ephemera found between pp. 408-409: a German language newspaper (Nr. 52 Weihnachten 1960).

PDF Information: 18 pages – 8 mb

Wireless Sensor Networks In Renewable Energy Monitoring: A Comprehensive Survey Of Protocols And Applications, Atheer Yousif Oudah, Lina M. Shaker

AUIQ Technical Engineering Science

The global shift to sustainable energy has heightened the demand for smart, robust, and efficient monitoring systems. Wireless Sensor Networks (WSNs) play a key role by enabling real-time data collection, decentralized control, and flexible communication in renewable energy applications. This review presents a comprehensive analysis of WSN architectures, routing protocols, and deployment strategies tailored to photovoltaic (PV) arrays, wind energy systems, hydroelectric plants, and smart microgrids. Core operational challenges are examined through a critical evaluation of energy-aware routing protocols including LEACH, PEGASIS, TEEN, ZRP, and advanced variants like EE-OLEACH and PT-Hybrid. Real-world applications, such as offshore wind farms, rooftop PV …

Corneal Elevation Maps Patterns Classification Using Correlation Method, Sura M. Ahmed, Nebras H. Ghaeb, Salman Yussof, Noor T. Al-Sharify, Husam Yahya Nser, Zainab T. Al-Sharify, Ong Hang See, Leong Yeng Weng

Iraqi Journal for Computer Science and Mathematics

The ophthalmologist uses various techniques to diagnose corneal abnormalities, including corneal topography and tomography devices. Currently generated color corneal elevation surface maps from topographic imaging devices are essential for detecting ocular diseases, while accurately classifying these maps to differentiate between different shapes remains an issue. This study aims to assess and compare parameters of the front and back corneal surface elevation map patterns of normal/abnormal corneas. Two hundred cases were randomly taken (100 normal and 100 abnormal) with a single normal reference image, and then an additional 25 cases were added later for the optimization process. The preprocessing of all …

Retracted: Comparative Study Based On Continuous Analysis Of Autism Spectrum Disorder Using Advanced Deep Learning With Model Interpretability Insights, Ayan Sar, Hussain Falih Mahdi, Sumit Aich, Pranav Singh, Tanupriya Choudhury

Iraqi Journal for Computer Science and Mathematics

Hysterical conversion has similar cognition and behaviours to those in the case of ASD; it is, therefore, complex when diagnosing and classifying the condition. The majority of employed diagnostic tests are cross-sectional and fail to describe the developmental and clinical features of ASD; for this reason, they are pretty inaccurate in the diagnosis of ASD and thus cause disparities in the efficiency of the therapeutic interventions used. The present study's research contribution is a new application of deep learning that aims to analyse the spectrum of ASD with gradient-based classifications. In this case, we use a DL model trained on …