Digital Commons Network^™

A Deep Learning Method To Predict Bacterial Adp-Ribosyltransferase Toxins, Dandan Zheng, Siyu Zhou, Lihong Chen, Guansong Pang, Jian Yang

Research Collection School Of Computing and Information Systems

Motivation: ADP-ribosylation is a critical modification involved in regulating diverse cellular processes, including chromatin structure regulation, RNA transcription, and cell death. Bacterial ADP-ribosyltransferase toxins (bARTTs) serve as potent virulence factors that orchestrate the manipulation of host cell functions to facilitate bacterial pathogenesis. Despite their pivotal role, the bioinformatic identification of novel bARTTs poses a formidable challenge due to limited verified data and the inherent sequence diversity among bARTT members. Results: We proposed a deep learning-based model, ARTNet, specifically engineered to predict bARTTs from bacterial genomes. Initially, we introduced an effective data augmentation method to address the issue of data scarcity …

Large Language Model Powered Agents For Information Retrieval, An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua

Research Collection School Of Computing and Information Systems

The vital goal of information retrieval today extends beyond merely connecting users with relevant information they search for. It also aims to enrich the diversity, personalization, and interactivity of that connection, ensuring the information retrieval process is as seamless, beneficial, and supportive as possible in the global digital era. Current information retrieval systems often encounter challenges like a constrained understanding of queries, static and inflexible responses, limited personalization, and restricted interactivity. With the advent of large language models (LLMs), there's a transformative paradigm shift as we integrate LLM-powered agents into these systems. These agents bring forth crucial human capabilities like …

Performance Analysis Of Llama 2 Among Other Llms, Donghao Huang, Zhenda Hu, Zhaoxia Wang

Research Collection School Of Computing and Information Systems

Llama 2, an open-source large language model developed by Meta, offers a versatile and high-performance solution for natural language processing, boasting a broad scale, competitive dialogue capabilities, and open accessibility for research and development, thus driving innovation in AI applications. Despite these advancements, there remains a limited understanding of the underlying principles and performance of Llama 2 compared with other LLMs. To address this gap, this paper presents a comprehensive evaluation of Llama 2, focusing on its application in in-context learning — an AI design pattern that harnesses pre-trained LLMs for processing confidential and sensitive data. Through a rigorous comparative …

Form Pressure Exerted By Concrete For A Large-Scale Structure: Its Quantification And Physicochemical Interpretation, Tae Yong Shin, Seongho Han, Jin Hyun Lee, Jae Hong Kim

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Securing safety in formwork is one of the most important tasks to be carried out in the initial stage of construction. The form pressure exerted by fresh concrete needs to be identified, and it should be retained by a formwork system. A design pressure is given in literature and standards, but for large structures its precise prediction is required through a detailed analysis or a mock-up test. This study reports the lateral form pressure distribution generated by fresh concrete through a series of mock-up tests. The tests are designed considering the placement for nuclear containment structures; 3.4 m tall and …

New Method To Calculate Friction Velocity In Smooth Channel Flows Using Direct Numerical Simulation Data, Harshit Mishra, S. Karan Venayagamoorthy

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

In this paper, we leverage the direct numerical simulation (DNS) data for closed-channel flow for a range of friction Reynolds number (Reτ∼180-5,000) to develop a new one-point friction velocity method (OPFVM) to calculate friction velocity U∗ in terms of free-surface velocity Um, flow depth h, and kinematic viscosity ν. In contrast to prevalent methods that require several cumbersome near boundary measurements to obtain friction velocity, the OPFVM relies on a single easy-to-measure free-surface velocity measurement. The formulation is used to obtain friction velocity for a closed-channel flow (CCF) DNS regime with Reτ=10,049 and on four open-channel flow (OCF) DNS regimes …

Роль Микро- И Макроструктуры Словаря Терминов В Решении Задач Синтеза Русского Глагола, Irina V. Ivliyeva

Arts, Languages and Philosophy Faculty Research & Creative Works

Russian Abstract:

цель статьи – представить новые подходы к построению терминологического словаря. Рассматривается идея создания наиболее полного справочника по синтезу русского глагола, в структуру которого интегрирована обучающая база. Через микро- и макроструктуру словаря пользователь полу-чает необходимые инструменты для решения актуальных задач синтеза. Раз-работанные алгоритмы представляют собой этапы решения поставленной за-дачи: от микроструктуры словаря к приложениям и блокам глагольных форм в макроструктуре. При этом доказано, что активные обучающие инструменты (формулы синтеза и готовые алгоритмы поиска), встроенные в структуру сло-варя, помогают решать основные задачи словообразовательного синтеза: со-здание нового значения от исходного с помощью заданных параметров; опреде-ление семантического потенциала глаголов; поиск максимально точного …

Configurable Mirror Descent : Towards A Unification Of Decision Making, Pengdeng Li, Shuxin Li, Chang Yang, Xinrun Wang, Hau Chan, Bo An

Research Collection School Of Computing and Information Systems

Decision-making problems, categorized as single-agent, e.g., Atari, cooperative multi-agent, e.g., Hanabi, competitive multi-agent, e.g., Hold’em poker, and mixed cooperative and competitive, e.g., football, are ubiquitous in the real world. Although various methods have been proposed to address the specific decision-making categories, these methods typically evolve independently and cannot generalize to other categories. Therefore, a fundamental question for decision-making is: Can we develop a single algorithm to tackle ALL categories of decision-making problems? There are several main challenges to address this question: i) different decision-making categories involve different numbers of agents and different relationships between agents, ii) different categories have different …

Understanding And Fighting Scams: Media, Language, Appeals And Effects, Shuhua Zhou, Xiao Fan Liu, Fiona Fui-Hoon Nah, S. Harrison, X. Zhang, S. Zhen, D. Yeung, J. Hsiao, R. Lc, A. Chan, X. Wang, C. Jiang, F. Lin, J. Li, A. Wong, L. Chan, B. George, P. Li

Research Collection School Of Computing and Information Systems

Scams are fraudulent activities aiming to deceive individuals into relinquishing money, property, or rights, and they have proliferated in the context of widespread misinformation and disinformation. In this paper, we propose strategies and a research plan to address key questions about the exploitation of new communication technologies by scammers, the prevalence and nature of different scam types, and the language characteristics and appeals used in scamming content. We aim to develop a comprehensive taxonomy of scams and identify factors that contribute to their persuasiveness. Additionally, we propose the use of advanced technologies, including artificial intelligence, physiological measures, and brain mapping, …

Hierarchical Damage Correlations For Old Photo Restoration, Weiwei Cai, Xuemiao Xu, Jiajia Xu, Huaidong Zhang, Haoxin Yang, Kun Zhang, Shengfeng He

Research Collection School Of Computing and Information Systems

Restoring old photographs can preserve cherished memories. Previous methods handled diverse damages within the same network structure, which proved impractical. In addition, these methods cannot exploit correlations among artifacts, especially in scratches versus patch-misses issues. Hence, a tailored network is particularly crucial. In light of this, we propose a unified framework consisting of two key components: ScratchNet and PatchNet. In detail, ScratchNet employs the parallel Multi-scale Partial Convolution Module to effectively repair scratches, learning from multi-scale local receptive fields. In contrast, the patch-misses necessitate the network to emphasize global information. To this end, we incorporate a transformer-based encoder and decoder …

Emulsion Liquid Membrane (Elm) Enhanced By Nanoparticles And Ionic Liquid For Extracting Vanadium Ions From Wastewater, Qusay Al-Obaidi, Nora Yehia Selem, Muthanna H. Al-Dahhan

Chemical and Biochemical Engineering Faculty Research & Creative Works

Emulsion liquid membrane (ELM) stands out as an extraction process that has drawn much attention due to its promising prospects in industrial wastewater treatment technology. Nevertheless, the pivotal challenge is to reach high membrane stability to overcome the obstacle of applying ELM at the industrial scale. In this study, ELM was boosted by using nanoparticles (superparamagnetic iron oxide (Fe₂O₃)) in the stripping phase (W1) and ionic liquid (1-methyl-3-octyl-imidazolium-hexafluorophosphate [OMIM][PF6) in the oil phase (O) for recovering/extracting vanadium from synthetic wastewater to near completion and at the same time enhancing emulsion stability to be appropriate for industrial …

Compiler-Provenance Identification In Obfuscated Binaries Using Vision Transformers, Wasif Khan, Saed Alrabaee, Mousa Al-Kfairy, Jie Tang, Kim Kwang Raymond Choo

All Works

Extracting compiler-provenance-related information (e.g., the source of a compiler, its version, its optimization settings, and compiler-related functions) is crucial for binary-analysis tasks such as function fingerprinting, detecting code clones, and determining authorship attribution. However, the presence of obfuscation techniques has complicated the efforts to automate such extraction. In this paper, we propose an efficient and resilient approach to provenance identification in obfuscated binaries using advanced pre-trained computer-vision models. To achieve this, we transform the program binaries into images and apply a two-layer approach for compiler and optimization prediction. Extensive results from experiments performed on a large-scale dataset show that the …

Embedding Sustainability Throughout A Traditional Mba Program, Joel Harmon, Gerard F. Farias

Journal of Management for Global Sustainability

With the many urgent problems facing our society, it has become imperative that we change the way we educate current and future business leaders. Here we share an approach we have taken for the MBA program at Fairleigh Dickinson University in the hope that it may be instructive for others seeking to make sustainability a central theme in their curriculum. Our goal is to develop the motivation, mindset, and toolset of faculty and students to make a positive difference in the world. While sustainability is probably best treated as a theme woven throughout a curriculum (rather than as a single …

Analyzing The Incidence, Survival, And Demographic Trends Of B-Cell Prolymphocytic Leukemia, Kingsley Nnawuba, Ifeani Uche, Samantha Robinson, Obed Asare, Tochukwu Nzeako, Anup Kumar Trikannad Ashwini Kumar, Hannah Jensen

Mathematical Sciences Faculty Publications and Presentations

Background: B-cell prolymphocytic leukemia (B-PLL) is a rare disease, consisting < 1% of mature B-cell malignancies. B-PLL is often refractory to chemotherapy, with a median survival of 3 years. Due to its rarity, no large cohort studies exist elucidating outcomes.

Methods: All B-PLL patients >15 years were identified in the National Cancer Institute’s Surveillance, Epidemiology, and End Results (SEER) database between 2000-2020. Statistical analysis explored demographic variables like age; categorized as adolescent or young adult (AYA) and adults. In adults, differences in survival due to factors such as sex, race/ethnicity, household income, rurality, and age categorized in 10-15 year buckets was analyzed.

Results: B-PLL patients were predominantly white (78%), over 40 years (96%) and mostly residing in metropolitan areas (90%). Interestingly, the AYA cohort were mostly female (70%). 35% of …

Editorial, Nlsj Editorial Board

National Law School Journal

Drawing on select papers from the Pluralist Agreement and Constitutional Transformation (PACT) Conference, this first part of the PACT Special Issue recovers forgotten and unrecorded constitutional histories. The articles reflect on the constitutional archives as a source of historical writing and ask how they are constituted, studied, and challenged. In doing this, they explore the documentary record of India’s constitutional founding, question prevalent narratives, and uncover marginalised perspectives. This comprehensive engagement goes beyond orthodox legal scholarship and illustrates the university’s commitment to multidisciplinary research, with the first issue bringing together contributions from scholars of law, English literature, and political science.

School Leadership: The Conflict Between Instructional Leadership And Organizational Management Dissertation, Kevin K. Rupprecht

Education Dissertations

School leaders face a time conflict with the enormity of responsibilities in their trust. Principals and assistant principals grapple with the conflict between the instructional leadership and the organizational management requirements of operating a school. Examination of literature regarding school leaders and their instructional and organizational requirements has found an absence of consistent quantitative data on how much time a school leader is spending on instructional leadership tasks and organizational management tasks and an absence of understanding within qualitative studies of the significant matters within a school day and how those align to instructional leadership and organizational management.

The Association …

Community Development Through Summer Camps, Edgar Iglesias Vidal, Narcís Turon Pèlach, Pere Soler Masó, Lara Morcillo Sanchez

Journal of Youth Development

Summer camps are widespread in many countries and have a long history. Their contribution to children’s and young people’s leisure and recreation is widely acknowledged, as is their usefulness as an educational resource. That large numbers of children and young people across Europe attend summer camps is well-known; according to Eurofound (2020), most of the twenty-seven countries analyzed record student attendance at camps, and in twelve countries (including Spain) over 50% of young people take part. However, another study carried out in the member countries of the European Union (Plantenga & Remery, 2017) stated that when the availability, use, and …

Increasing Optical Channel Capacity By Integrating Pam4 Modulation With Wavelength Division Multiplexing And Spatial Domain Multiplexing, Swaroopini Harish

Theses and Dissertations

Spatial division multiplexing (SDM) is a technique used in telecommunications and networking to increase data transmission capacity over optical fiber communication channels. This multiplexing technique spatially reuses optical frequencies by allocating different spatial locations for inputs based on their inject angles. The signals travel in a helical pattern within the carrier fiber and exit as concentric rings. SDM enables more efficient utilization of available bandwidth and improved communication performance. In four-level pulse amplitude modulation (PAM4), each symbol represents a combination of four possible signal levels instead of the two levels in binary modulation. The four levels are denoted in different …

Summer Semester 2024, Georgia Southern University

Academic Calendars

No abstract provided.

Camas, Summer 2024

Camas

Nonfiction:

The Well-Being / Rick Kempa -- Home Range / Liz Domenech -- Khepri / Rebecca Williams

Fiction:

Leaving Odessa / Peter Newall -- Papa / DM Anderson

Poetry:

Homesick / Myrriah Gomez -- Closing time / Jessie Zechnowittz Lim -- The Place Between / Yvette Schnoeker-Shorb -- Arrow - Leaf Balsamroot - unfinished / Ella Wilson -- Intention / Alexandra Risley Schroeder -- Baptism in the Anthropocene / Evie Toland -- Untitled poem about fire / Priya Subberwal -- Sapir-Whorf / Donna Mendelson -- Moving Water V / Jake Grussing -- I am Whatever's Distant / …

The Latest Ic3d Classification Of Corneal Dystrophies—Overview And Changes Of The 3rd Edition, Tim Berger, Jayne S. Weiss, Walter Lisch, Berthold Seitz

School of Medicine Faculty Publications

The International Committee on Classification of Corneal Dystrophies (IC3D) was founded in 2005 to address difficulties arising from the outdated nomenclature for corneal dystrophies (CD) and to correct misconceptions in the literature. For each of the 22 CDs, a separate template was created to represent the current clinical, pathological and genetic knowledge of the disease. In addition, each template contains representative clinical photographs as well as light and electron microscopic images and, if available, confocal microscopic and coherence tomographic images of the respective CD. After the first edition was published in 2008, the revised version followed in 2015. The third …

Making Sense Of The Arab State, Steven Heydemann, Marc Lynch

Middle East Studies: Faculty Books

Book abstract:

No region in the world has been more hostile to democracy, more dominated by military and security institutions, or weaker on economic development and inclusive governance than the Middle East. Why have Arab states been so oppressively strong in some areas but so devastatingly weak in others? How do those patterns affect politics, economics, and society across the region? The state stands at the center of the analysis of politics in the Middle East, but has rarely been the primary focus of systematic theoretical analysis. Making Sense of the Arab State brings together top scholars from diverse theoretical …

The Philippine Economy Until 2030: Mots Or Progress?, Jesus Felipe, Pedro Pascual

Angelo King Institute for Economic and Business Studies (AKI)

No abstract provided.

Community Midwives Plus Project In Sindh: Introducing Group Antenatal Care (Ganc) At The Community Level Through Community Midwives, Population Council Pakistan

Sexual and Reproductive Health, Rights, and Choices

No abstract provided.

Alternative Dispute Resolution In Agency Administrative Programs, Kristen Blankley, Kathleen Claussen, Judith Starr

Articles

This Article studies how federal agencies use and might better use different types of alternative dispute resolution (ADR)-including mediation, conciliation, facilitation, factfinding, minitrials, arbitration, and the use of ombuds-in the programs Congress has entrusted them to administer. The use of ADR by the executive branch of the federal government to resolve disputes with or among private actors has deep historical roots. ADR related to managerial agency matters such as employment or procurement is well-established across the government and performed under a uniform set of laws. Much less has been known, however, about the scope and reach of ADR in the …

Schrodinger's Dissent: The Hybrid Authority Of A Dissenting Opinion, Christina Frohock

Articles

A dissenting opinion is the Schrodinger's cat of authorities: both the law and not the law simultaneously. Courts and scholars often clarify that a dissenting opinion is not binding. Outside the universe of precedent, that authority defies easy description. Emerging from the pen of a judge wearing a black robe and acting in an official capacity, a dissenting opinion exhibits the form of the law. Yet, beneath that lofty sheen, a dissent exhibits the substance of commentary. A dissenting judge writes to undercut the law, providing a case law coda. This Article describes the traditional categories of authority, primary and …

A Closer Look: Understanding Endometriosis And Pelvic Health Through The Lens Of Occupational Therapy, Brenda Vergara

Occupational Therapy Student Capstones

No abstract provided.

Dance For Children W/ Disabilities, Alex Zamora

Occupational Therapy Student Capstones

No abstract provided.

Sensory Reeducation In The Upper Extremity, Angela Vides

Occupational Therapy Student Capstones

No abstract provided.

Increasing Restroom Accessibility For Transgender College Students: An Occupational Justice Effort, Gabriel Soto

Occupational Therapy Student Capstones

No abstract provided.

Postpartum Health And Wellness, Estephanie Huerta

Occupational Therapy Student Capstones

No abstract provided.