Digital Commons Network^™

Machine Learning Approach For Fake Image Forensics, Abdullah Mujawib Alashjaee

University of Bisha Journal for Basic and Applied Sciences

Digital forensics is crucial in investigating and analyzing digital evidence, including images, to uncover potential crimes and identify manipulated or fraudulent content. A significant challenge in digital forensics is distinguishing between authentic and manipulated images. This paper applies a popular pre-trained deep learning model, VGG16, for feature extraction in real vs. fake image detection and various machine learning (ML) models as classifiers. The feature extraction part until the flatten layer of the VGG16 model is utilized to extract discriminative features that capture high-level image representations comprising local and global patterns. ML models, including Random Forest, Logistic Regression, Decision Tree, and …

Novel Convolution Neural Network For Enhanced Network Attack Pattern Recognition, Salahaldeen Duraibi

University of Bisha Journal for Basic and Applied Sciences

Intrusion detection plays a critical role in safeguarding computer networks from malicious activities and unauthorized access. Traditional machine learning (ML) models have been widely employed for intrusion detection, but their effectiveness can be limited due to the complex and evolving nature of network attacks. An efficient Convolutional Neural Network (CNN) that utilizes one-dimensional convolutions, batch normalization, and max pooling layers is designed to capture the attack patterns in network traffic data. By leveraging the inherent feature extraction capabilities of CNNs, the proposed architecture demonstrates improved performance in identifying network intrusions compared to traditional ML models. The effectiveness of the novel …

Adaptive Ensemble Approaches For Face Mask Detection Using Transfer Learning Model, Faisal Alshanketi

University of Bisha Journal for Basic and Applied Sciences

Amidst the Covid-19 pandemic, wearing a mask has become mandatory and remains crucial in the ongoing pandemic. In certain situations and conditions, masks may be required periodically. However, manually monitoring large crowds of people to ensure they are wearing masks in public places or events can be an arduous task that is both time-consuming and difficult to manage. One way to address the challenge of manually monitoring mask-wearing in public places is to adopt machine learning (ML) methods and ICT-based surveillance mechanisms, thereby reducing the need for large numbers of personnel. While previous studies have proposed various machine learning models …

Radio Frequency (Rf) Based Smart Communication System For Autonomous Vehicles (Av) Covering Both Vehicle-To-Vehicle (V2v) And Vehicle-To-Traffic Light (V2tl), Rayan Hamza Alsisi, H. A. Wajid, M. O. Alrafaee, O. A. Alhaboob, A. Yousef

University of Bisha Journal for Basic and Applied Sciences

A vehicle that reaches a destination by self-navigation famously known as an autonomous or self-driving vehicle. In this work, we present an improved or smart communication system for autonomous vehicles that will enable them to reach distention by communicating a) with other vehicles (known as vehicle-to-vehicle V2V) and b) with the infrastructure of transportation system specifically traffic lights (known as vehicle to traffic lights V2TL). The proposed communication system is designed using several sensors, transmitters, and receivers to monitor the surroundings for efficient communication either V2V or V2TL. Finally, we show with experimented data that the proposed communication system offers …

Usa V. Christopher Schrock

2025 Decisions

USDC for the Western District of Pennsylvania

Identifying Factors Linked To A Higher Prevalence Of Posttraumatic Stress Disorder Among Younger Us Military Veterans, Jordan Hathorn

Yale School of Medicine Physician Associate Program Theses

Objectives: Posttraumatic stress disorder is a significant public health concern in the U.S., with military veterans disproportionately affected. Although younger veterans exhibit a higher prevalence of PTSD compared to their older counterparts, the mechanisms driving this age-related difference remain unclear. This study examined sociodemographic, trauma-specific, and psychosocial factors that may contribute to the elevated prevalence of PTSD in younger (age < 50) vs. older (age 50 and older) veterans.

Methods: Data were analyzed from the National Health and Resilience in Veterans Study (NHRVS), which surveyed a nationally representative sample of US military veterans (n=4,069).

Results: Younger veterans were three times more likely to screen positive for PTSD compared to …

Symbiotic Aspergillus Terreus Alleviates Drought And Waterlogged Stress In Zea Mays L., Hazrat Ali, Fayaz Asad, Naveen Dilawar, Vasila Sharipova, Imtiaz Ahmad, Abida Zeb

Turkish Journal of Botany

The interaction concerning rhizospheric fungi and plants is essential for enhancing plant resilience in the face of abiotic stress conditions. This study investigated the effects of the rhizospheric fungus Aspergillus terreus on maize (Zea mays L.) growth under both drought and waterlogging conditions. Our findings confirmed that inoculation with A. terreus mitigated the adverse effects of drought and waterlogging conditions on maize growth. Plants treated with Aspergillus terreus (A. terreus) exhibited enhanced root and shoot length, fresh and dry weight as well as enhanced chlorophyll content in plants compared to control, under stress-related conditions. Compared to the control group, A. …

Advanced Deep Learning Approaches For The Accurate Classification Of Phallaceae Fungi With Explainable Ai, Eda Kumru, Fati̇h Eki̇nci̇, Koray Açici, Ömer Burak Altindal, Mehmet Serdar Güzel, Ilgaz Akata

Turkish Journal of Botany

In this study, deep learning (DL)-based models were developed for the classification of 5 fungal species from the Phallaceae family (Clathrus ruber, Colus hirudinosus, Mutinus caninus, Phallus impudicus, and Pseudocolus fusiformis). ConvNeXT achieved the highest performance with 98% accuracy, 98% precision, 98% recall, and 98% F1-score. EfficientNetB4 and Xception also performed well with 96% accuracy. In contrast, lighter models such as MobileNetV2 and MixNet S showed significantly lower accuracy (84% and 80%, respectively). Among the explainable artificial intelligence (XAI) techniques, gradient-weighted class activation mapping (Grad-CAM) and Integrated Gradients showed that high-accuracy models focus more effectively on biologically meaningful regions. In …

Erratum To “Anatomical And Palynological Studies On Turkish Primula Taxa (Primulaceae) And Their Taxonomic And Phylogenetic Significance [Turkish Journal Of Botany 49 (4) 2025 325-348 ] ”, Deni̇z Ulukuş, Esengül Özkaymakoğlu, Rebecca Stubbs, Hüseyi̇n Baykal, Kami̇l Coşkunçelebi̇, Osman Tugay, Barbara Keller, Elena Conti, Ferhat Celep

Turkish Journal of Botany

This erratum addresses an error concerning Figure 5 in the original published version of this article. During the typesetting process, Figure 5 was partially omitted, resulting in an incomplete figure being published.To correct this oversight and ensure the accuracy of the scholarly record, the complete Figure 5 is provided below for reference.

Link to the original article: https://doi.org/10.55730/1300-008X.2866

Usa V. Xavier Josey

2025 Decisions

USDC for the Middle District of Pennsylvania

Board Of Trustees Plumbers And Pipefitters Local V. Jones Lang Lasalle Americas Inc

2025 Decisions

USDC for the District of Delaware

Quintez Talley V. Pa Department Of Corrections

2025 Decisions

USDC for the Western District of Pennsylvania

Fostering Belonging Through Library Descriptions, Nicole Lewis, Sharolyn Swenson, Katie Yeo, Karen Glenn

Faculty Publications

In late 2023, the BYU Library adopted its Inclusive Metadata Policy as part of its commitment to fostering a campus culture of belonging. This policy reflects the Statement on Belonging, which affirms that we “value and embrace the variety of individual characteristics, life experiences and circumstances, perspectives, talents, and gifts of each member of the community and the richness and strength they bring to our community.”[1] Catalogers and archival processors at the library are engaging in practices of cultural humility to ensure that the language and frameworks we use to describe people, communities, and histories are inclusive and respectful. …

Minutes Of Graduate College Committee On Curricula, September 19, 2025, University Of Northern Iowa. Graduate Curriculum Committee.

Minutes - Graduate Curriculum Committee

Minutes of the committee that oversees the development of the curriculum of the University of Northern Iowa Graduate Studies.

2025 Supreme Court Preview Digital Notebook, Institute Of Bill Of Rights Law, William & Mary Law School

Supreme Court Preview

No abstract provided.

Trends And Disparities In Acute Coronary Syndrome-Related Mortality In The United States: Implications For Healthcare, Muhammad Khuzzaim Khan, Ibrahim Ahmed Khan, Abdul Moiz Javed, Arslan Wazir, Hira Saleem, Muhammad Zohaib, Faisal Rasheed, Priyanka Mohan Lal, Syeda Laiba Sherazi, Amiaz Karim, Nikhil Duseja, Hussam Al Hennawi

Abington Jefferson Health Papers

Acute coronary syndrome (ACS) is a major cause of morbidity and mortality in the United States (US). However, the trends and disparities in ACS mortality are not well understood. This study aimed to analyze the ACS mortality in the US from 1999 to 2020 using the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research database. The age-adjusted mortality rates (AAMR) due to ACS were calculated for each year from 1999 to 2020, stratified by sex, race, urbanization, and state. The trends and disparities in AAMR were examined using descriptive statistics and graphical methods. The AAMR due …

Medical Guidelines For Fibrodysplasia Ossificans Progressiva, Frederick S. Kaplan, Mona Al Mukaddam, Genevieve Baujat, Alberto Hidalgo Bravo, Matthew Brown, Amanda Cali, Tae-Joon Cho, Corrie Crowe, Carmen L. De Cunto, Patricia L. R. Delai, Robert J. Diecidue, Elisabeth Marelise W Eekhoff, Lisa Friedlander, Clive S. Friedman, Zvi Grunwald, Nobuhiko Haga, Edward C. Hsiao, Richard Keen, Joseph A. Kitterman, Charles Levy, Vrisha Madhuri, Rolf Morhart, J. Coen Netelenbos, Christiaan Scott, Eileen M. Shore, Michael Zasloff, Keqin Zhang, Robert J. Pignolo

Department of Oral and Maxillofacial Surgery Faculty Papers

Fibrodysplasia ossificans progressiva (FOP) is an ultra-rare genetic condition characterized by congenital malformations of the great toes and progressive heterotopic ossification (HO) in specific anatomic patterns. Present management summarized here is focused on early diagnosis, assiduous avoidance of injury and iatrogenic harm, symptomatic amelioration of painful flare-ups, and optimization of residual function. Twenty-one members of the International Clinical Council on FOP (ICC) and seven consultants from 15 countries, chosen for their clinical expertise in FOP, developed this summary statement. Further advances in therapeutics will be based on rigorous clinical trials to assess novel and emerging treatment and prevention strategies. A …

From Feedback Loops To Feedback Literacy: Using The Feedback Literate Professor’S Toolkit To Maximize Students’ Academic And Professional Success, Jennifer E. Spreng

St. Mary's Law Journal

No abstract provided.

Profiting From Disaster: How Rising Climate Risk Is Reducing Insurance Coverage And Paving The Way For Predatory Lending, Samuel Tunnell

St. Mary's Law Journal

No abstract provided.

Comparative Analysis Of The Complete Chloroplast Genome Of The Rare Endemic Palm Pinanga Arinasae Witono From Bali, Indonesia, Ni Putu Sri Asih, Risha Amilia Pratiwi, Istiana Prihatini, Paramita Cahyaningrum Kuswandi, Evy Yulianti, Arief Priyadi

Turkish Journal of Botany

Pinanga arinasae is an endangered species endemic to Bali, Indonesia. Our study aims to characterize its chloroplast genome, compare it with other chloroplast genomes, including its phylogenetic position within the Arecoideae subfamily, and identify potential molecular markers. P. arinasae chloroplast genomes characterization involves Illumina-based sequencing, de novo genome assembly, gene annotation, amino acid frequency, codon usage pattern analysis, and Simple Sequence Marker (SSR) identification. Comparative analysis include phylogenetic tree reconstruction, comparison of amino acid frequency, codon usage pattern, SSR number, inverted repeat junction arrangement, genome length, GC content, and gene number. Nucleotide diversity is calculated to identify substitution markers. The …

Strategies Managers Use To Improve Employee Retention, Jeanette L. Moncure

Walden Dissertations and Doctoral Studies

Addressing employee turnover and boosting retention are major challenges for companies looking to achieve long-term success. Project managers are crucial in tackling this issue, as high turnover can undermine team performance and increase operational costs. Grounded in Herzberg’s two factor theory, the purpose of this qualitative case study was to explore strategies that some project managers use to reduce high employee turnover. The participants included six project managers in Mississippi who had an active role in using strategies to increase employee retention. Data were collected using semistructured interviews, organizational documentation, and research statistics. Thematic analysis identified six key strategies: (a) …

The Militia Ii: Armed Self-Defense, The Second Amendment, And The Citizen, Marcus Armstrong

St. Mary's Law Journal

No abstract provided.

Community Survey Report: The Rebuild Survey Conducted In Response To The January 2025 Palisades Fire And Eaton Fire In Los Angeles County, Andrew J. Whelton, Cristiane Ferrarezzi, Lauryn Spearing, Anna Hoover, Mónica Palomo, Caitlin Proctor, Jianxi Su, Joseph Toland

Resilience to Emergencies and Disasters

No abstract provided.

Exploring Students' Perceptions Of Genai Tools In Higher Education: A Case Study, Dina Mansour Tbaishat, Maha Waleed Elfadel

All Works

As artificial intelligence transforms the educational landscape, generative artificial intelligence (GenAI) tools have become influential in enhancing learning experiences. Despite their growing presence in higher education, limited research explores how university students, especially learners in non-Western contexts, perceive these tools. This study investigates students' perceptions at a university in the UAE, focusing on five dimensions: perceived benefits, institutional support, technological self-efficacy, ethical considerations and user satisfaction. The findings reveal that students generally expressed strong agreement regarding the benefits of GenAI, demonstrated a clear sense of ethical awareness and felt confident in their technological abilities. While satisfaction levels were generally high, …

Chronic Poppers Maculopathy: Case Report And Literature Comparison Of Chronic And Acute Use, Francesco Cappellani, Caterina Gagliano, Jose S. Pulido

Wills Eye Hospital Papers

RATIONALE: Alkyl nitrites ("poppers") are recreational substances known for their vasodilatory and euphoric effects. Increasing evidence links them to a vision-threatening condition termed poppers maculopathy, characterized by foveal yellow spots and outer retinal changes on optical coherence tomography. While most reports describe acute exposure, little is known about long-term consequences. This case describes one of the longest documented durations of chronic poppers use, combined with a literature review to contextualize the clinical spectrum.

PATIENT CONCERNS: A 68-year-old man with human immunodeficiency virus, type 2 diabetes, hypertension, and depression presented with progressive central vision loss in both eyes persisting for at …

Dilute Magnetic Impurity-Induced Effective Phonon Magnetic Moment In Fe-Doped Monolayer Mos2, Hussam Mustafa, Gaihua Ye, Cynthia Nnokwe, Mengqi Fang, Mohamed Kandil, Abdullah Al-Mahboob, Kai Wu, Andrew James Stollenwerk, Timothy E. Kidd, Paul M. Shand, Jerzy T. Sadowski, Eui Hyeok Yang, Yinong Zhou, Rui He, Wencan Jin

Faculty Publications

Realization of large effective phonon magnetic moment in monolayer MoS2 has established an important route for exploring intriguing magnetic phenomena in a nonmagnetic material. The sizable coupling between the orbital transition and the circularly polarized phonon results in the large effective phonon magnetic moment. In this work, using magneto-Raman spectroscopy, we investigate substitutional doping of magnetic atoms as a tuning knob of the electronic and phononic properties of MoS2. We show that Fe-doping polarizes the spin of the conduction bands and introduces a localized Fe band underneath the conduction band. As a result, an additional orbital transition between the Mo …

“It’S Just Rap”: Why Texas Courts Must Presume Rap Lyrics Inadmissible As Evidence In Criminal Trials, Sydney Ramirez

St. Mary's Law Journal

No abstract provided.

Impact Of Restorative Yoga On Mental Health And Cognitive Function In Doctoral Physical Therapy Students, Carly Ritter

Doctorate in Kinesiology

Doctor of Physical Therapy (DPT) students experience high academic stress, often impacting mental health. Restorative yoga may reduce stress, regulate the Hypothalamic-Pituitary-Adrenal (HPA) axis response, and support cognitive function. This study examined its effects on mental health and cognitive function in DPT students. Forty-four students were randomly assigned to restorative yoga or control groups in a double-blind design. Participants completed the Stroop Test, Rey Auditory Verbal Learning Test (RAVLT), Depression Anxiety Stress Scale (DASS-8), and a demographic survey at baseline and after 6 weeks. The yoga group practiced twice weekly; controls maintained regular activity, excluding yoga. ANOVA and correlation analyses …

The Scarlet - Volume Civ, No. 2 (September 19, 2025), Scarlet Staff

The Scarlet (Student Newspaper) (2011-present)

The September 19, 2025 edition of The Scarlet (est. 1939), Clark University's student-run newspaper. The Scarlet is intellectually and editorially independent of the University.

Synthesis And Optical Properties Of Unsymmetric Aromatically Π-Extended Bodipy, Metodej Dvoracek, Craig Newman, Mikhail Drobizhev, Brendan Twamley, Mathias O. Senge, Sergei A. Vinogradov, Mikhail A. Filatov

Research Outputs: 2025-Present

A series of unsymmetrically substituted BODIPY dyes featuring fused benzo- or naphtho-fragments on one pyrrolic unit were synthesized from the corresponding pyrrolic precursors. The synthetic route was optimized using a modular approach based on the condensation of formylpyrroles with alkylpyrroles, enabling the identification of precursor combinations that minimize byproduct formation and improve preparative yields. The resulting benzo- and naphtho-fused BODIPYs display intense fluorescence in the red region, with emission maxima spanning 590–680 nm and fluorescence quantum yields ranging from 0.27 to 0.84. Their two-photon absorption (2PA) properties were studied both experimentally and computationally. An increase in the two-photon absorption cross-section …