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Articles 23101 - 23130 of 818072
Full-Text Articles in Entire DC Network
Phytochemisty And Antioxidant Activity Of Ethanol, Ethyl Acetate, And N-Hexane Extracts Of Suruhan Leaves (Peperomia Pellucida), Ade Arsianti, Steven Gill, Diyah Kristanty
Phytochemisty And Antioxidant Activity Of Ethanol, Ethyl Acetate, And N-Hexane Extracts Of Suruhan Leaves (Peperomia Pellucida), Ade Arsianti, Steven Gill, Diyah Kristanty
Indonesian Journal of Medical Chemistry and Bioinformatics
Background: Free radicals are natural byproducts of cellular metabolism, in which, their excessive accumulation can lead to oxidative stress, which plays a key role in the development of various chronic diseases, including cancer, cardiovascular disorders, and neurodegenerative conditions. Antioxidants are compounds capable of scavenging free radicals and minimizing oxidative damage. Peperomia pellucida, commonly known as Suruhan leaves, is a tropical herb traditionally used in folk medicine that contain bioactive compounds correlated with a strong radical-scavenging activity, suggesting its potential as a natural antioxidant source. This study aims to conduct a phytochemical analysis and evaluate the antioxidant activity of ethanol, …
Re: Butte Priority Soils Operable Unit (Bpsou) Final Reclamation Improvement Sites Field Sampling And Investigation Plan (Fsp): Bres No. 45 – Garfield, Mike Mcanulty
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Consciousness Below Scuba Depths, Michael Vecchione
Consciousness Below Scuba Depths, Michael Vecchione
Animal Sentience
Abstract: Jennifer Mather has nicely summarized what is known about consciousness in shallow water octopods as well as what is known about shallow water squids and cuttlefish. However, once she gets below SCUBA depths, she misses out on most of cephalopod diversity. I have attempted to add this aspect and perhaps some evolutionary biology to this target article.
The Taxonomy And Origins Of Folia: A Brief Review, Donald G. Davis, Louise D. Hose, Harvey R. Duchene
The Taxonomy And Origins Of Folia: A Brief Review, Donald G. Davis, Louise D. Hose, Harvey R. Duchene
International Journal of Speleology
All folia demonstrate a few common elements: folia (singular, folium) are planar or sub-planar speleothems, slanting downward and away from cave walls and ceilings, and genetically associated with fluctuating environmental interfaces. They were first identified and named from examples in western USA hypogenic caves but have since been identified elsewhere in the world. Folia shelves are typically composed of calcite and interweave smoothly along sub-horizontal contours. Calcite accretion, both chemical and mechanical from suspended particles, follows water-surface fluctuations to form protrusions in arrays along walls and ceilings where new accretion tends to follow the water-surface downward during descending phases, gradually …
The Effectiveness Of A Training Program Based On Social Skills In Reducing Attention Deficit Symptoms Among Students With Learning Disabilities In Riyadh Region, Abdullah Munahi Hudib Alqahtani
The Effectiveness Of A Training Program Based On Social Skills In Reducing Attention Deficit Symptoms Among Students With Learning Disabilities In Riyadh Region, Abdullah Munahi Hudib Alqahtani
University of Bisha Journal for Educational Sciences
The current study aimed to reveal the effectiveness of a training program based on social skills to reduce attention deficit of students with learning disabilities in the primary stage in Riyadh region. The study sample consisted of (12) students with learning disabilities in the primary stage and their ages ranged between (9-10) years, with an average age of (9.42) years and a standard deviation of (0.515). They were divided into two groups, one experimental and the other controlling, each consisting of (6) students. The study used attention deficit scale, and the training program. The results revealed that there were statistically …
The Donut Hole Fall 2025, Medicare Donations & Design Committee
The Donut Hole Fall 2025, Medicare Donations & Design Committee
Donut Hole Newsletter
- 🗓 Fall 2025 Event Calendar – 11 total events (nine in-person across six cities and two virtual events).
- 🌞 Oak Park Summer Event – Experiences and outcomes from our Summer Medicare Health Fair.
- 💆 Class Wellness Activities – Highlights of faculty- and staff-led sessions and student experiences.
- 🤝 Mentor-Mentee Program – CV review, mock interviews, and longitudinal mentorships based on shared interests, including interviews with current participants.
- 👩🏫 New Medicare Faculty Introductions
- …and much more!
From Batches To Flow: Transforming Downstream Processing Into A Continuous Enterprise, Alois Jungbauer
From Batches To Flow: Transforming Downstream Processing Into A Continuous Enterprise, Alois Jungbauer
Integrated Continuous Biomanufacturing VII (ICB VII)
Please click Additional Files below to see the full abstract
Cpi’S End-To-End Continuous Intensified Biomanufacturing Platform: Accelerating Innovation In Bioprocess Development And Sustainability, Liam Nattrass, Joseph Zeguer, Kevin Kokkad
Cpi’S End-To-End Continuous Intensified Biomanufacturing Platform: Accelerating Innovation In Bioprocess Development And Sustainability, Liam Nattrass, Joseph Zeguer, Kevin Kokkad
Integrated Continuous Biomanufacturing VII (ICB VII)
Please click Additional Files below to see the full abstract
25 Conference Program - Integrated Continuous Biomanufacturing Vii, Kevin Brower, Alois Jungbauer, Mark Brower, Irina Ramos
25 Conference Program - Integrated Continuous Biomanufacturing Vii, Kevin Brower, Alois Jungbauer, Mark Brower, Irina Ramos
Integrated Continuous Biomanufacturing VII (ICB VII)
No abstract provided.
Promising The First Amendment: (De)Regulating Speech In Higher Education, Max M. Schanzenbach, Kimberly A. Yuracko
Promising The First Amendment: (De)Regulating Speech In Higher Education, Max M. Schanzenbach, Kimberly A. Yuracko
Northwestern University Law Review
The war between Hamas and Israel has caused havoc in higher education. Amid student unrest, alumni pressure, congressional hearings, civil rights investigations, and student lawsuits, universities stand at a crossroads. The current situation, in which most private universities unevenly regulate student speech under ambiguous student codes, is not sustainable politically or legally. A tsunami of litigation and regulatory actions has already begun. One increasingly favored response is for private universities to more vigorously enforce existing codes or expand their scope. An alternative is for private universities to deregulate student expression and commit by contract to the First Amendment. This Article …
Causal Ai-Based Clinical And Radiomic Analysis For Optimizing Patient Selection In Combined Immunotherapy And Sabr In Early-Stage Nsclc: A Secondary Analysis Of The Phase Ii I-Sabr Trial, Maliazurina B Saad, Eman Showkatian, Vivek Verma, Qasem Al-Tashi, Muhammad Aminu, Xinyan Xu, Muhamed Qayati Mohamed, Morteza Salehjahromi, Sheeba J Sujit, Yuliya Kitsel, Steven H Lin, Zhongxing Liao, Saumil Gandhi, David Qian, David Jaffray, Caroline Chung, Natalie I Vokes, Jianjun Zhang, J Jack Lee, John V Heymach, Jia Wu, Joe Y Chang
Causal Ai-Based Clinical And Radiomic Analysis For Optimizing Patient Selection In Combined Immunotherapy And Sabr In Early-Stage Nsclc: A Secondary Analysis Of The Phase Ii I-Sabr Trial, Maliazurina B Saad, Eman Showkatian, Vivek Verma, Qasem Al-Tashi, Muhammad Aminu, Xinyan Xu, Muhamed Qayati Mohamed, Morteza Salehjahromi, Sheeba J Sujit, Yuliya Kitsel, Steven H Lin, Zhongxing Liao, Saumil Gandhi, David Qian, David Jaffray, Caroline Chung, Natalie I Vokes, Jianjun Zhang, J Jack Lee, John V Heymach, Jia Wu, Joe Y Chang
Faculty, Staff and Student Publications
Background: The recent phase II randomized stereotactic ablative radiotherapy with and without immunotherapy (I-SABR) trial has shown improved event-free survival (EFS) when adding immunotherapy to stereotactic ablative radiotherapy (SABR) for early-stage inoperable non-small cell lung cancer (NSCLC). However, optimizing patient selection thereof is critical, because not every patient benefits from immunotherapy. Leveraging the powerful use of artificial intelligence, this secondary analysis of the I-SABR trial developed a modeling system (named "I-SABR-SELECT") based on clinical and radiomic factors to address which patients should receive additional immunotherapy.
Methods: The discovery/validation cohorts were from the I-SABR trial, with external validation from the single-arm …
Bridging The Gap: Awareness Of Healthy Menstrual Practices Among Married And Single Women In Baghdad Teaching Hospital: A Cross-Sectional Study, Ban Yousif Yaaqoob
Bridging The Gap: Awareness Of Healthy Menstrual Practices Among Married And Single Women In Baghdad Teaching Hospital: A Cross-Sectional Study, Ban Yousif Yaaqoob
Al-Nisour Journal for Medical Sciences
Background: Menstruation is a natural biological process that significantly impacts women’s physical and emotional well-being. Despite its universality, misconceptions and unhealthy practices surrounding menstruation persist, particularly in low- and middle-income countries (LMICs). This study aimed to assess the knowledge and practices of married and single women regarding healthy menstrual habits in Baghdad, Iraq.
Methods: A cross-sectional study was conducted from December 20, 2022, to February 25, 2023, involving 100 women divided into two groups: 50 single females from the College of Health and Medical Techniques and 50 married employees from Baghdad Teaching Hospital. Data were collected through structured interviews and …
Enhancing Automated Lung Disease Detection From Chest Radiography: An Interpretable Deep Learning Approach With Integrated Preprocessing And Ensemble Modeling, Ahmed Mohammed Abdulkarem, Jamal Kamil K. Abbas, Qamar Ali Abdulridha
Enhancing Automated Lung Disease Detection From Chest Radiography: An Interpretable Deep Learning Approach With Integrated Preprocessing And Ensemble Modeling, Ahmed Mohammed Abdulkarem, Jamal Kamil K. Abbas, Qamar Ali Abdulridha
Al-Nisour Journal for Medical Sciences
In this study, we tackled the problem of early pulmonary disease detection in chest radiography by developing and evaluating a sophisticated deep learning framework. Our goal was to improve diagnostic precision for conditions like cancer and pneumonia. To do this, we combined insights from current literature with a rigorous experimental protocol using a 5,000-image sample from the well-known NIH Chest X-ray dataset. A core component of our work was the implementation of a multi-stage preprocessing pipeline, featuring both lung segmentation and targeted contrast enhancement, designed to focus the model’s attention on relevant clinical features.
We assessed our models, which were …
Assessment Of Some Cardiac Markers (Ck-Mb, Myoglobin And Troponin) In Iraqi Type-2 Diabetic Patients With Metabolic Syndrome, Hayder Bassim Najeb
Assessment Of Some Cardiac Markers (Ck-Mb, Myoglobin And Troponin) In Iraqi Type-2 Diabetic Patients With Metabolic Syndrome, Hayder Bassim Najeb
Al-Nisour Journal for Medical Sciences
Cardiovascular diseases in the context of diabetes represent a main cause of morbidity and mortality with a two to three times higher risk of cardiovascular diseases in T2DM patients than in people without the condition (normoglycemia). The current study aimed to assess some Cardiac markers (CK-MB, myoglobin and troponin) in Iraqi type two diabetic patients with metabolic syndrome. The study was carried out on (60) patients with type-2 Diabetes mellitus who were divided into 2 groups: (30) subjects having metabolic syndromes and (30) subjects without metabolic syndromes. Venous blood samples were taken from patients who visited the Medical City Hospital-Baghdad …
Longest Gift Funds Transfer Scholarships, Bill Dabney
Longest Gift Funds Transfer Scholarships, Bill Dabney
University of Mississippi News
OXFORD, Miss. – An estate gift from a former University of Mississippi faculty member has added almost a quarter of a million dollars to an endowment established in 2019 to help offset tuition expenses for students who transfer to Ole Miss from a community college.
The Impact Of Storage Duration And Elevated Temperature On The Biological And Chemical Characteristics Of Whole Milk Powder, Hussein Ali Shaghati, Rawia Mahmood Yousif, Asmaa Ali Awad
The Impact Of Storage Duration And Elevated Temperature On The Biological And Chemical Characteristics Of Whole Milk Powder, Hussein Ali Shaghati, Rawia Mahmood Yousif, Asmaa Ali Awad
Al-Nisour Journal for Medical Sciences
A total of 45 Whole milk powder(WMP) samples from the same brand and batch were collected and tested pre and post-storage under closed conditions at 45–50 °C. during 60, 90, 120, and 150-day intervals. For the chemical indicators of the WMP, there were no significant differences in the content of fat during the different storage intervals, as the fat value was 30.00–29.99%, while the protein percent was 23.23% and did not change significantly during the storage at 60, 90, 120, and 150 days respectively. On the other hand, significant differences occurred in the moisture content, where the moisture value ranged …
Nanoseal-X: A Theoretical Design For A Phase-Aligned Multifunctional Wound Dressing Based On Chitosan–Ha–Nanoparticle Composite, Mohammed Mahdi Salman Ghadban
Nanoseal-X: A Theoretical Design For A Phase-Aligned Multifunctional Wound Dressing Based On Chitosan–Ha–Nanoparticle Composite, Mohammed Mahdi Salman Ghadban
Al-Nisour Journal for Medical Sciences
Chronic wounds pose major clinical and economic challenges, especially in patients with comorbidities or impaired healing responses. This study presents NanoSeal-X™, a bioinspired multifunctional wound dressing engineered to address distinct biological demands at each phase of healing. The theoretical construct integrates a dual-layer matrix: a hyaluronic acid-based hydrogel embedded with silver nanoparticles, amoxicillin, and lidocaine, supported by a chitosan-based scaffold. Each component is strategically selected to provide hemostasis, infection control, tissue regeneration, and pain relief. This work presents a theoretical design framework to guide the development of multifunctional wound dressings. NanoSeal-X™ integrates pharmacological and bioactive components aligned with distinct healing …
Shohani Hormonal Guard (Shg): A Multifunctional Nutraceutical Approach To Treating Polycystic Ovary Syndrome Through Metabolic, Hormonal, And Anti-Inflammatory Pathways, Mohammed Mahdi Salman Ghadban
Shohani Hormonal Guard (Shg): A Multifunctional Nutraceutical Approach To Treating Polycystic Ovary Syndrome Through Metabolic, Hormonal, And Anti-Inflammatory Pathways, Mohammed Mahdi Salman Ghadban
Al-Nisour Journal for Medical Sciences
Polycystic Ovary Syndrome (PCOS) is a complex endocrine-metabolic disorder affecting women of reproductive age. It is characterized by ovarian dysfunction, insulin resistance, and hyperandrogenism, often accompanied by an overactive hypothalamic-pituitary-adrenal (HPA) axis. “Shohani Hormonal Guard” (SHG) is a nutraceutical formulation designed to target PCOS pathophysiology via multiple ingredients. We present a comprehensive review of SHG’s components – including inositols, N-acetylcysteine (NAC), berberine, ashwagandha, omega-3 fatty acids, and micronutrients (zinc, magnesium, vitamin B6, vitamin D3/K2, resveratrol, chromium, probiotics, etc.) – and their mechanistic roles and clinical benefits in PCOS. The literature demonstrates that SHG’s ingredients improve insulin sensitivity, modulate cortisol and …
Correlation Of Immunological Biomarkers And Severity Of Pneumonia In Pediatric Patients, Dhifaf Abdulrhaman, Mohammed B Hassan
Correlation Of Immunological Biomarkers And Severity Of Pneumonia In Pediatric Patients, Dhifaf Abdulrhaman, Mohammed B Hassan
Al-Nisour Journal for Medical Sciences
Among children under five, pneumonia stands as a major contributor to both illness and death, creating a significant challenge for global health efforts. This study aimed to evaluate the correlation between radiological severity, clinical parameters (such as fever and oxygen saturation), and laboratory markers (including CRP levels, white blood cell count, and the neutrophil-to-lymphocyte ratio) in pediatric patients with pneumonia. A retrospective analysis was conducted on 51 hospitalized children with severe pneumonia admitted to Al Mansour Pediatric Hospital in Baghdad from July 2024 to February 2025. The results revealed a strong association between radiologic severity and clinical indicators, with higher …
The Role Of Regulatory T Cells In Ischemic Heart Disease Patients, Duha Alaa Hassan, Hayfaa Mahmood Fahad, Saad Fadhel Nassar
The Role Of Regulatory T Cells In Ischemic Heart Disease Patients, Duha Alaa Hassan, Hayfaa Mahmood Fahad, Saad Fadhel Nassar
Al-Nisour Journal for Medical Sciences
Background: Regulatory T cells (Tregs) represent 5–10% of the total T cell population and are known as potent suppressors of the immune system. They are crucial for managing immune activation, ensuring peripheral tolerance, and supporting tissue repair and overall homeostasis. These cells are characterized by the expression of specific biomarkers, including CD4+, FOXP3+, and CD25+. While CD4 and CD25 were initially used for their identification, the discovery of CD25 on other T cell types led to a more precise evaluation of Tregs through the assessment of the intracellular Foxp3 transcription factor.
Objective: The primary goal of this study was to …
Advanced Strategies And Solutions Towards More Secure And Effective Two-Factor Authentication In Networking, Zahraa Sameer Jawad
Advanced Strategies And Solutions Towards More Secure And Effective Two-Factor Authentication In Networking, Zahraa Sameer Jawad
Al-Esraa University College Journal for Engineering Sciences
With the rapid increase in cybersecurity threats targeting network systems, traditional two-factor authentication (2FA) methods are insufficient to address advanced attacks. Vulnerabilities such as phishing, SIM-swapping, and social engineering exploit the limitations of SMS-based and email-based 2FA. This paper examines advanced strategies and solutions for securing networked environments through robust 2FA mechanisms, focusing on approaches like elliptic curve cryptography (ECC), digital certificates, and biometric verification. This article offers a comparative review of various strategies about their effectiveness in enhancing security, while also highlighting their capacity to optimize user-friendliness and adaptability to emerging threats. Research findings promote an effective countermeasure strategy …
Advancements In Ultrasound Technology And Iot Security: A Physics-Based Approach To Enhanced Imaging With Lightweight Encryption Algorithms, Noor Fawzi Shafiq
Advancements In Ultrasound Technology And Iot Security: A Physics-Based Approach To Enhanced Imaging With Lightweight Encryption Algorithms, Noor Fawzi Shafiq
Al-Esraa University College Journal for Engineering Sciences
The rapid advancements in ultrasound technology, coupled with the growing significance of IoT security, present a unique opportunity to enhance imaging systems while ensuring data integrity. This study explores the integration of physics-based principles in ultrasound imaging, focusing on how lightweight encryption algorithms can secure data transmitted from IoT devices.Ultrasound technology has evolved significantly, benefiting from improved imaging techniques and the incorporation of IoT devices. As these devices proliferate across various applications, including healthcare and industrial monitoring, the need for secure data transmission becomes paramount. This paper proposes a framework that combines advanced ultrasound imaging with robust lightweight encryption methods …
Groundwater Quality Analyses For Irrigation Purposes In Salah Al-Din, Iraq: A Review, Noor A. Radhi, Dawood E. Sachit, Abdul-Sahib T. Al-Madhhachi
Groundwater Quality Analyses For Irrigation Purposes In Salah Al-Din, Iraq: A Review, Noor A. Radhi, Dawood E. Sachit, Abdul-Sahib T. Al-Madhhachi
Al-Esraa University College Journal for Engineering Sciences
The focus of this study is the effect of the physical and chemical characteristics of groundwaters on plants and agricultural crops, following the last studies on this matter. The results underscore the necessity for groundwater treatment before its utilization in irrigation for sustainable agricultural farming. It is also possible to identify which crop type can be grown in well-watered land, according to the characteristics of irrigation water and the yield of each crop. The study also introduces some ideas about irrigation water quality parameters such as Electrical conductivity (EC), Total Dissolved Solids (TDS), pH, Chloride (Cl–), Sodium (Na …
Review Of Against Sex: Identities Of Sexual Restraint In Early America, Colby Townsend
Review Of Against Sex: Identities Of Sexual Restraint In Early America, Colby Townsend
Communal Societies
No abstract provided.
The Effects Of Plastic Mulch And Irrigation On Hemp Chemistry And Leaf Endophytes, Allison Rietman, Connor Morozumi, Robert C. Pearce, Natalie Christian
The Effects Of Plastic Mulch And Irrigation On Hemp Chemistry And Leaf Endophytes, Allison Rietman, Connor Morozumi, Robert C. Pearce, Natalie Christian
Journal of Agricultural Hemp Research
As an emerging crop, cultivation techniques for industrial hemp (Cannabis sativa L.) are still being developed and optimized. For example, irrigation and plastic mulching are some management practices that have been touted for their benefits in improving crop quality. Both techniques ensure ample water availability, which has often been attributed to improving hemp cannabinoid and terpene composition. In this study, we examined how supplemental irrigation implemented in a plastic mulch system influenced the cannabinoid and terpene profiles of one cultivar of CBD hemp, Lifter. We grew industrial hemp in field with plastic mulch and applied regular irrigation to one group …
The Student Movement Volume 110 Issue 3: Alumni Weekend Was A Slam Dunk, Jj Nixon, Melanie Webb, Lia Glass, Ember Clark, Andrew Francis, Isa Demoraes, Joey Carrion, Reagan Westerman, Aiko J. Ayala Rios, Anna Rybachek, Melissa Moore, Maya Thomas, Alyssa Caruthers
The Student Movement Volume 110 Issue 3: Alumni Weekend Was A Slam Dunk, Jj Nixon, Melanie Webb, Lia Glass, Ember Clark, Andrew Francis, Isa Demoraes, Joey Carrion, Reagan Westerman, Aiko J. Ayala Rios, Anna Rybachek, Melissa Moore, Maya Thomas, Alyssa Caruthers
The Student Movement V. 110 (2025-2026)
HUMANS
Alumni Spotlight: Denry White, JJ Nixon
ARTS & ENTERTAINMENT
Supporting Student Business: The 269 Flea Market, Melanie Webb
HamilTEN, Lia Glass
Howard Center Presents: Heritage Singers, Ember Clark
Matcha, Fashion, and Masculinity: Andrews Hosts a Performative Male Contest, Ember Clark
NEWS
Alumni Sweep First Cardinal Basketball Games of New School Year, Andrew Francis
Tradition Marches On at Alumni Weekend Parade, Isa DeMoraes
IDEAS
Forgiveness or Hate: Tragedy in America and an Inflection Point, Joey Carrion
Scrolling Less, Thinking More: The Long-Form Revival, Reagan Westerman
Question of the Week #3, Aiko J. Ayala Rios
PULSE
Dorm Decor: Fall Edition, Anna …
Livingness As A Liberatory Framework For Decolonizing Lis Praxis, Sarah Appedu
Livingness As A Liberatory Framework For Decolonizing Lis Praxis, Sarah Appedu
School of Information Studies - Post-doc and Student Scholarship
The fields of library and information science (LIS) are in a pivotal moment. While the stakes may seem higher than ever, Indigenous, Black, and queer communities have long anticipated this moment, demonstrating how libraries and archives are not yet equipped to meaningfully participate in the project of decolonization. I build on existing calls for decolonization in our discourse and practices by drawing attention to the living/non-living dualism in our ontologies and the ways it constrains our ability to reconcile with our fields’ colonizing origins. I contemplate what it would mean to treat all information as endowed with a sense of …
Notes On Reproduction, Seasonality, And Roost Sites For Silver-Haired Bats (Lasionycteris Noctivagans) In Western Nebraska, Joseph W. Paysen, Dawson V. Kosmicki, Keith Geluso
Notes On Reproduction, Seasonality, And Roost Sites For Silver-Haired Bats (Lasionycteris Noctivagans) In Western Nebraska, Joseph W. Paysen, Dawson V. Kosmicki, Keith Geluso
Transactions of the Nebraska Academy of Sciences and Affiliated Societies
Silver-haired Bats (Lasionycteris noctivagans) are a migratory species found throughout the United States, southern Canada, and northern Mexico. Throughout their range, Silver-haired Bats roost in various tree species, generally within decaying features like cavities and exfoliated bark. Herein we report on additional reproductive and seasonal data as well as the first data on trees used as roost sites by Silver-haired Bats in Nebraska. We captured individuals along a small tributary of the North Platte River at Ash Hollow State Historical Park, Garden County, Nebraska, and tracked bats to their roosts. At this location, we documented lactation on 17 …
Phenotypic, Genetic And Genomic Prediction Of Greenhouse Gas Emissions In Irish Cattle, Clodagh Ryan
Phenotypic, Genetic And Genomic Prediction Of Greenhouse Gas Emissions In Irish Cattle, Clodagh Ryan
Theses
Enteric methane is the largest source of agricultural greenhouse gas emissions in Ireland, accounting for 63% of the sector’s total. Achieving the legally binding target of a 25% reduction in agricultural emissions by 2030 requires low-cost, scalable mitigation strategies. Genetic selection offers a cumulative and permanent solution, with potential to reduce emissions without compromising productivity. This thesis aimed to quantify the genetic variability of methane and carbon dioxide emissions in growing beef cattle, investigate their relationships with economically important traits, and evaluate the feasibility of incorporating a methane trait into the Irish national beef breeding objective. Emissions data were collected …
Uncovering The Efficacy Of Unlabelled Data In Anomaly Detection, Andrew Shields
Uncovering The Efficacy Of Unlabelled Data In Anomaly Detection, Andrew Shields
Theses
Anomaly detection is an important area of research within data mining and has applications in many domains, including cybersecurity, finance, and healthcare. Conventional methods depend on labelled training data and assume an even class distribution, restricting their 'real-world' application, where rare anomalies and unlabelled data are the norm. This research addresses these limitations by investigating how unlabelled data can support anomaly detection in imbalanced, data-scarce, complex environments. It addresses three research questions: how to integrate unlabelled data into anomaly detection models, how to improve performance when labelled anomalies are scarce, and how graph-based methods capture complex relational anomalies. Three empirical …