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2022

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Autonomous Decision-Making In Interdependent Computing Systems Based On Artificial Intelligence, Georgios Fragkos Dec 2022

Autonomous Decision-Making In Interdependent Computing Systems Based On Artificial Intelligence, Georgios Fragkos

Electrical and Computer Engineering ETDs

With the advent of Artificial Intelligence (AI), the notion of autonomy, in terms of acting and thinking based on personal experience and judgment, has paved the way towards an autonomous decision-making future. This future can address the complex domain of the interdependent computing systems, whose main challenge is that they interact with each other with unpredictable and often unstable outcomes. It is crucial to envision and design this AI-driven autonomy for the reciprocal computing systems which cover a variety of use-cases ranging from the Internet of Things (IoT) to cybersecurity. This can be achieved by cloning the human decision-making process, …


Growth Factor Binding Peptides In Poly (Ethylene Glycol) Diacrylate (Pegda)-Based Hydrogels For An Improved Healing Response Of Human Dermal Fibroblasts, Abigail J. Clevenger, Andrea C. Jimenez-Vergara, Erin H. Tsai, Gabriel De Barros Righes, Ana M. Díaz-Lasprilla, Gustavo E. Ramirez-Caballero, Dany J. Munoz-Pinto Dec 2022

Growth Factor Binding Peptides In Poly (Ethylene Glycol) Diacrylate (Pegda)-Based Hydrogels For An Improved Healing Response Of Human Dermal Fibroblasts, Abigail J. Clevenger, Andrea C. Jimenez-Vergara, Erin H. Tsai, Gabriel De Barros Righes, Ana M. Díaz-Lasprilla, Gustavo E. Ramirez-Caballero, Dany J. Munoz-Pinto

Engineering Faculty Research

Growth factors (GF) are critical cytokines in wound healing. However, the direct delivery of these biochemical cues into a wound site significantly increases the cost of wound dressings and can lead to a strong immunological response due to the introduction of a foreign source of GFs. To overcome this challenge, we designed a poly(ethylene glycol) diacrylate (PEGDA) hydrogel with the potential capacity to sequester autologous GFs directly from the wound site. We demonstrated that synthetic peptide sequences covalently tethered to PEGDA hydrogels physically retained human transforming growth factor beta 1 (hTGFβ1) and human vascular endothelial growth factor (hVEGF) at 3.2 …


Coronacredits: Program Innovations To Aid Student Completion Of Disrupted Fieldwork Abroad Due To The Covid-19 Pandemic, Benning W. Tieke, Marcela Pino Alcaraz, Melissa Armstrong Dec 2022

Coronacredits: Program Innovations To Aid Student Completion Of Disrupted Fieldwork Abroad Due To The Covid-19 Pandemic, Benning W. Tieke, Marcela Pino Alcaraz, Melissa Armstrong

Journal of International Engineering Education

The Spring 2020 semester provided unique challenges for global experiences of all types to meet the intended learning objectives for students due to the COVID-19 pandemic disruption. This was especially true for experiential language and cultural immersion programs where engineering students were in the midst of their fieldwork experience abroad. The COVID-19 disruption presented unique challenges to recreate language and cultural understanding within international engineering fieldwork experiences in the US. This article outlines the response to the COVID-19 pandemic by the Interdisciplinary Global Programs (IGP) at Northern Arizona University (NAU). The IGP response was an innovative interdisciplinary and cross-institutional collaboration …


Putting The Coronavirus To Work: Developing A Global Engineering Program During A Pandemic, Cynthia S. Chalupa Dec 2022

Putting The Coronavirus To Work: Developing A Global Engineering Program During A Pandemic, Cynthia S. Chalupa

Journal of International Engineering Education

In the aftermath of COVID-19 shutdowns at campuses across the U.S. in the spring of 2020, student enrollments have fallen and budgets have been severely constrained. To counteract the current and long-term repercussions of the pandemic on institutions of higher education, administrators have called for innovative program development and strategic transformation. In the past, many engineering and world languages departments may have considered the task of creating a collaborative degree program insurmountable or undesirable despite existing models that are successful (e.g. University of Rhode Island’s IEP program). In the era of COVID-19, however, innovative programs combining language with disciplines outside …


Memories Of War: An Oral History Of The United States Army Special Forces Actions In The Gulf War, Justin Mcintosh Dec 2022

Memories Of War: An Oral History Of The United States Army Special Forces Actions In The Gulf War, Justin Mcintosh

History Theses, Dissertations, and Student Creative Activity

This thesis uses memories of former members of 5th Special Forces Group as the lens to explore the impacts and context of US Army Special Forces operations and activities during the Persian Gulf War. The Persian Gulf War was the defeat of the Iraqi military in Kuwait at the hands of a technologically superior United States force. Historians have focused Persian Gulf War scholarship on three key aspects: the interpersonal relationship between the United States military commanders and political leaders, the rapid deployment of military forces to the Middle East, and the use of airpower to strike at enemy centers …


Serum Concentrations Of Losartan Metabolites Correlate With Improved Physical Function In A Pilot Study Of Prefrail Older Adults, Jessica L Lee, Cissy Zhang, Reyhan Westbrook, Mariann M Gabrawy, Lolita Nidadavolu, Huanle Yang, Ruth Marx, Yuqiong Wu, Nicole M Anders, Lina Ma, Marcela-Dávalos Bichara, Min-Ji Kwak, Brian Buta, Mohammed Khadeer, Gayane Yenokyan, Jing Tian, Qian-Li Xue, Helmy M Siragy, Robert M Carey, Rafael De Cabo, Luigi Ferrucci, Ruin Moaddel, Michelle A Rudek, Anne Le, Jeremy D Walston, Peter M Abadir Dec 2022

Serum Concentrations Of Losartan Metabolites Correlate With Improved Physical Function In A Pilot Study Of Prefrail Older Adults, Jessica L Lee, Cissy Zhang, Reyhan Westbrook, Mariann M Gabrawy, Lolita Nidadavolu, Huanle Yang, Ruth Marx, Yuqiong Wu, Nicole M Anders, Lina Ma, Marcela-Dávalos Bichara, Min-Ji Kwak, Brian Buta, Mohammed Khadeer, Gayane Yenokyan, Jing Tian, Qian-Li Xue, Helmy M Siragy, Robert M Carey, Rafael De Cabo, Luigi Ferrucci, Ruin Moaddel, Michelle A Rudek, Anne Le, Jeremy D Walston, Peter M Abadir

Faculty, Staff and Student Publications

Losartan is an oral antihypertensive agent that is rapidly metabolized to EXP3174 (angiotensin-subtype-1-receptor blocker) and EXP3179 (peroxisome proliferator-activated receptor gamma [PPARγ] agonist), which was shown in animal studies to reduce inflammation, enhance mitochondrial energetics, and improve muscle repair and physical performance. We conducted an exploratory pilot study evaluating losartan treatment in prefrail older adults (age 70-90 years, N = 25). Participants were randomized to control (placebo) or treatment (daily oral losartan beginning at 25 mg per day and increasing every 8 weeks) for a total of 6 months. Fatigue, hyperkalemia, and hypotension were the most observed side effects of losartan …


Introduction To Volume 4, Issue 1 (December 2022), Brent Jesiek Dec 2022

Introduction To Volume 4, Issue 1 (December 2022), Brent Jesiek

Journal of International Engineering Education

This editorial introduces this new issue of JIEE, featuring three papers that cover a wide variety of perspectives and topics. The first two papers originated in our late 2020 call for manuscripts addressing how the COVID-19 pandemic has impacted international engineering education. These papers once again underscore how the pandemic has spurred innovations in global program design. We close with a third paper that presents a wide-ranging review and synthesis of prior scholarship in the area of global engineering ethics.


Jan. 21, See Helen Simoneau Danse, "Delicate Power", Shannon Thomason Dec 2022

Jan. 21, See Helen Simoneau Danse, "Delicate Power", Shannon Thomason

Browse All News

No abstract provided.


Ancient Great Wall Building Materials Reveal Environmental Changes Associated With Oases In Northwestern China, Robert Patalano, Jing Hu, Qin Leng, Weiguo Liu, Huanye Wang, Patrick Roberts, Michael Storozum, Lin Yang, Hong Yang Dec 2022

Ancient Great Wall Building Materials Reveal Environmental Changes Associated With Oases In Northwestern China, Robert Patalano, Jing Hu, Qin Leng, Weiguo Liu, Huanye Wang, Patrick Roberts, Michael Storozum, Lin Yang, Hong Yang

Science and Technology Department Faculty Journal Articles

Plant materials used in the construction of segments and beacon towers of the ancient Great Wall in northwestern China contain untapped potential for revealing local paleoclimatic and environmental conditions. For the first time, we characterize the molecular preservation and stable carbon and nitrogen isotope compositions of AMS-dated common reeds (Phragmites) collected from ancient Great Wall fascines in today’s Gansu and Xinjiang using a combination of chromatographic techniques and isotope analyses. Our molecular data, along with Scanning Electron Microscopy, demonstrate excellent preservation of these ancient reeds, which were harvested from nearby habitats during periods of significant expansion of Imperial …


Perspectives On Determinism In Quantum Mechanics: Born, Bohm, And The “Quantal Newtonian” Laws, Viraht Sahni Dec 2022

Perspectives On Determinism In Quantum Mechanics: Born, Bohm, And The “Quantal Newtonian” Laws, Viraht Sahni

Publications and Research

Quantum mechanics has a deterministic Schrödinger equation for the wave function. The Göttingen–Copenhagen statistical interpretation is based on the Born Rule that interprets the wave function as a “probability amplitude.” A precept of this interpretation is the lack of determinism in quantum mechanics. The Bohm interpretation is that the wave function is a source of a field experienced by the electrons, thereby attributing determinism to quantum theory. In this paper, we present a new perspective on such determinism. The ideas are based on the equations of motion or “Quantal Newtonian” Laws obeyed by each electron. These Laws, derived from …


State Of Utah, Plaintiff /Respondent Vs. Elbert John Pule, Defendant /Petitioner : Reply Brief, Utah Supreme Court Dec 2022

State Of Utah, Plaintiff /Respondent Vs. Elbert John Pule, Defendant /Petitioner : Reply Brief, Utah Supreme Court

Utah Supreme Court Briefs (2021– )

On Writ of Certiorari to the Utah Court of Appeals

DOUGLAS J. THOMPSON, JENNIFER FORESTA, Counsel for Petitioner

DAVID A. SIMPSON, SEAN D. REYES, TIMOTHY TAYLOR, BRIAN MILLER, Counsel for Respondent


Atom-Specific Probing Of Electron Dynamics In An Atomic Adsorbate By Time-Resolved X-Ray Spectroscopy, Simon Schreck, Elias Diesen, Martina Dell'angela, Chang Liu, Matthew Weston, Flavio Capotondi, Hirohito Ogasawara, Jerry Larue, Roberto Costantini, Martin Beye, Piter S. Miedema, Joakim Halldin Stenlid, Jörgen Gladh, Boyang Liu, Hsin-Yi Wang, Fivos Perakis, Filippo Cavalca, Sergey Koroidov, Peter Amann, Emanuele Pedersoli, Denys Naumenko, Ivaylo Nikolov, Lorenzo Raimondi, Frank Abild-Pedersen, Tony F. Heinz, Johannes Voss, Alan C. Luntz, Anders Nilsson Dec 2022

Atom-Specific Probing Of Electron Dynamics In An Atomic Adsorbate By Time-Resolved X-Ray Spectroscopy, Simon Schreck, Elias Diesen, Martina Dell'angela, Chang Liu, Matthew Weston, Flavio Capotondi, Hirohito Ogasawara, Jerry Larue, Roberto Costantini, Martin Beye, Piter S. Miedema, Joakim Halldin Stenlid, Jörgen Gladh, Boyang Liu, Hsin-Yi Wang, Fivos Perakis, Filippo Cavalca, Sergey Koroidov, Peter Amann, Emanuele Pedersoli, Denys Naumenko, Ivaylo Nikolov, Lorenzo Raimondi, Frank Abild-Pedersen, Tony F. Heinz, Johannes Voss, Alan C. Luntz, Anders Nilsson

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

The electronic excitation occurring on adsorbates at ultrafast timescales from optical lasers that initiate surface chemical reactions is still an open question. Here, we report the ultrafast temporal evolution of x-ray absorption spectroscopy (XAS) and x-ray emission spectroscopy (XES) of a simple well-known adsorbate prototype system, namely carbon (C) atoms adsorbed on a nickel [Ni(100)] surface, following intense laser optical pumping at 400 nm. We observe ultrafast (∼100  fs) changes in both XAS and XES showing clear signatures of the formation of a hot electron-hole pair distribution on the adsorbate. This is followed by slower changes on a few picoseconds …


2022 December 29 - Tennessee Weekly Drought Summary, Tennessee Climate Office, East Tennessee State University Dec 2022

2022 December 29 - Tennessee Weekly Drought Summary, Tennessee Climate Office, East Tennessee State University

Tennessee Climate Office Weekly Drought Summaries

No abstract provided.


The Ecb Extends Maturity Of The Eurep Line, Centralna Banka Crne Gore / Central Bank Of Montenegro Dec 2022

The Ecb Extends Maturity Of The Eurep Line, Centralna Banka Crne Gore / Central Bank Of Montenegro

Documents

No abstract provided.


Dedicated Vascular Access Team Benchmark Study, Rachel Davis Dec 2022

Dedicated Vascular Access Team Benchmark Study, Rachel Davis

MSN Capstone Projects

Hospitals see a rise in the critically ill population. These patients present with multiple comorbidities resulting in frequent emergency department trips. Unfortunately, with each visit, these patients require a vascular access device. Over time their veins will no longer be easily accessible. Patients with veins that are no longer visible, palpable, or require special techniques to obtain access are considered to be difficult intravenous access (DIVA) patients. They will likely experience multiple attempts with each admission to the hospital, resulting in physical and emotional pain, not to mention being costly. The purpose of this paper is to compare the advantages …


Ecological Protection Alone Is Not Enough To Conserve Ecosystem Carbon Storage: Evidence From Guangdong, China, Lihan Cui, Wenwen Tang, Sheng Zheng, Ramesh P. Singh Dec 2022

Ecological Protection Alone Is Not Enough To Conserve Ecosystem Carbon Storage: Evidence From Guangdong, China, Lihan Cui, Wenwen Tang, Sheng Zheng, Ramesh P. Singh

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

The increase in atmospheric CO2 caused by land use and land cover change (LUCC) is one of the drivers of the global climate. As one of the most typical high-urbanization areas, the ecological conflicts occurring in Guangdong Province warrant urgent attention. A growing body of evidence suggests LUCC could guide the future ecosystem carbon storage, but most LUCC simulations are simply based on model results without full consistency with the actual situation. Fully combined with the territorial spatial planning project and based on the land use pattern in 2010 and 2020, we have used the Markov and Patch-generating Land …


Thirty-Fifth Annual Bibliography 2021 (Mike Lützeler Contemporary German Literature Collection), Walter Schlect, Paul Michael Lützeler, Tomek Rudel Dec 2022

Thirty-Fifth Annual Bibliography 2021 (Mike Lützeler Contemporary German Literature Collection), Walter Schlect, Paul Michael Lützeler, Tomek Rudel

WashU Libraries Publications

The 35th bibliography of 811 volumes added to Washington University Libraries' Mike Lützeler Contemporary German Literature Collection. All published in 2021, these acquisitions include novels, poetry, short story collections, graphic novels, essays, autobiographical works, and literary and cultural periodicals from publishers in Germany, Austria, and Switzerland. Organized by author or editor, the bibliography includes local call numbers as well as subject and genre descriptors. This Collection serves as the research arm for the Department of Germanic Languages and Literature's Max Kade Center for Contemporary German Literature. A bibliography of items added the previous year is compiled each year …


Rapid Bacterial And Fungal Successional Dynamics In First Year After Chaparral Wildfire, M. Fabiola Pulido-Chavez, James W. J. Randolph, Cassandra A. Zalman, Loralee Larios, Peter M. Homyak, Sydney I. Glassman Dec 2022

Rapid Bacterial And Fungal Successional Dynamics In First Year After Chaparral Wildfire, M. Fabiola Pulido-Chavez, James W. J. Randolph, Cassandra A. Zalman, Loralee Larios, Peter M. Homyak, Sydney I. Glassman

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

The rise in wildfire frequency and severity across the globe has increased interest in secondary succession. However, despite the role of soil microbial communities in controlling biogeochemical cycling and their role in the regeneration of post-fire vegetation, the lack of measurements immediately post-fire and at high temporal resolution has limited understanding of microbial secondary succession. To fill this knowledge gap, we sampled soils at 17, 25, 34, 67, 95, 131, 187, 286, and 376 days after a southern California wildfire in fire-adapted chaparral shrublands. We assessed bacterial and fungal biomass with qPCR of 16S and 18S and richness and composition …


Urban Expansion Of Energiewende In Germany: A Systematic Bibliometric Analysis And Literature Study, Peter Yang Dec 2022

Urban Expansion Of Energiewende In Germany: A Systematic Bibliometric Analysis And Literature Study, Peter Yang

Faculty Scholarship

Background: Despite Germany’s world leadership of Energiewende, there have been mounting challenges, such as the slowdown of German renewable energy growth since 2017, when the Merkel administration dramatically changed the German renewable energy promotion policy from feed-in tariffs to competitive auctions. These challenges pose important research questions about whether and how an emerging urban expansion of Energiewende can serve as a vital solution to counteract the challenges to the energy transition. Answering these research questions provides a unique opportunity to explore the academic and historic foundations of the energy transition and its urban expansion, the emerging events that exemplify urban …


Esther Inglis: A Franco-Scottish Jacobean Writer And Her Octonaries Upon The Vanitie And Inconstancie Of The World, Jamie Reid Baxter Dec 2022

Esther Inglis: A Franco-Scottish Jacobean Writer And Her Octonaries Upon The Vanitie And Inconstancie Of The World, Jamie Reid Baxter

Studies in Scottish Literature

This article draws attention to the hitherto ignored poetry of the Franco-Scottish Jacobean calligrapher and limner, Esther Inglis (c.1570 -1624). Inglis is the subject of a fast growing body of published scholarship, but though she left a small body of original prose and verse, she has been given no place in Scottish literature. The article falls into six sections. The substantial first section notes first that to date, there has been a tendency to shy away from dealing with her as a writer, and that Inglis’s formative Scottish background has been largely ignored. The second section looks at Inglis and …


Davis V. Graham Ct. Owners Corp Dec 2022

Davis V. Graham Ct. Owners Corp

All Decisions

No abstract provided.


204 43rd Owners Corp. V. Pimentel Dec 2022

204 43rd Owners Corp. V. Pimentel

All Decisions

No abstract provided.


Knowledge Management In Organizations: Gateway To Sustainable Competitive Performance, Roseline Bawack Dec 2022

Knowledge Management In Organizations: Gateway To Sustainable Competitive Performance, Roseline Bawack

Library Philosophy and Practice (e-journal)

The important role of knowledge management as a strategic resource in a competitive business environment cannot be overemphasized. Today’s business is plagued with turbulence and stringent competition in the world market resulting in paradigmatic paralysis, and significant organizational changes that necessitate salient and innovative operational processes. For survival, organizations must monitor trends and adapt to both the external and internal environments, make changes in the form of innovation, improve operational processes, increase flexibility and adopt sustainable knowledge-creation activities. This study is qualitative. An in-depth review of literature was conducted across multiple online research databases, supported by accrued knowledge obtained from …


A Monovalent Mt10-Cvb3 Vaccine Prevents Cvb4-Accelerated Type 1 Diabetes In Nod Mice, Mahima T. Rasquinha, Ninaad Lasrado, Meghna Sur, Kiruthiga Mone, Haowen Qiu, Jean-Jack Riethoven, Raymond A. Sobel, Jay Reddy Dec 2022

A Monovalent Mt10-Cvb3 Vaccine Prevents Cvb4-Accelerated Type 1 Diabetes In Nod Mice, Mahima T. Rasquinha, Ninaad Lasrado, Meghna Sur, Kiruthiga Mone, Haowen Qiu, Jean-Jack Riethoven, Raymond A. Sobel, Jay Reddy

Nebraska Center for Virology: Faculty Publications

Enteroviruses, which include Coxsackieviruses, are a common cause of virus infections in humans, and multiple serotypes of the group B Coxsackievirus (CVB) can induce similar diseases. No vaccines are currently available to prevent CVB infections because developing serotype-specific vaccines is not practical. Thus, developing a vaccine that induces protective immune responses for multiple serotypes is desired. In that direction, we created a live-attenuated CVB3 vaccine virus, designated mutant (Mt)10, that offers protection against myocarditis and pancreatitis induced by CVB3 and CVB4 in disease-susceptible A/J mice. Here, we report that the Mt10 vaccine protected against CVB4-triggered type 1 diabetes (T1D) in …


Global Engineering Ethics: What? Why? How? And When?, Rockwell F. Clancy Iii, Qin Zhu Dec 2022

Global Engineering Ethics: What? Why? How? And When?, Rockwell F. Clancy Iii, Qin Zhu

Journal of International Engineering Education

Even though engineering programs, accreditation bodies, and multinational corporations have become increasingly interested in introducing global dimensions into professional engineering practice, little work in the existing literature provides an overview of questions fundamental to global engineering ethics, such as what global engineering ethics is, why it should be taught, how it should be taught, and when it should be introduced. This paper describes the what, why, how, and when of global engineering ethics – a form adopted from a 1996 article by Charles Harris, Michael Davis, Michael Pritchard, and Michael Rabins, which has influenced the development of engineering ethics for …


Feasibility And Effectiveness Of A Worksite-Weight-Loss Program For Cancer Prevention Among School-District Employees With Overweight And Obesity, Che Young Lee, Michael C Robertson, Hannah Johnston, Thuan Le, Margaret Raber, Ruth Rechis, Katherine Oestman, Alise Neff, Amber Macneish, Karen M Basen-Engquist Dec 2022

Feasibility And Effectiveness Of A Worksite-Weight-Loss Program For Cancer Prevention Among School-District Employees With Overweight And Obesity, Che Young Lee, Michael C Robertson, Hannah Johnston, Thuan Le, Margaret Raber, Ruth Rechis, Katherine Oestman, Alise Neff, Amber Macneish, Karen M Basen-Engquist

Faculty, Staff and Students Publications

The effects of Vibrant Lives, a 6-month worksite-weight-loss program, were examined in a cohort of school-district employees with overweight or obesity. The VL Basic (VLB) participants received materials and tailored text messages, the VL Plus (VLP) participants additionally received WIFI-enabled activity monitors and scales and participated in health challenges throughout the school year, and the VL Plus with Support (VLP + S) participants additionally received coaching support. The levels of program satisfaction and retention and changes in weight, physical activity (PA), and diet were compared across groups using Pearson chi-square tests, repeated-measure mixed models, and logistic regression. After the program, …


Brooks' Theorem For 2-Fold Coloring, Jacob A. White Dec 2022

Brooks' Theorem For 2-Fold Coloring, Jacob A. White

School of Mathematical & Statistical Sciences Faculty Publications

The two-fold chromatic number of a graph is the minimum number of colors needed to ensure that there is a way to color the graph so that each vertex gets two distinct colors, and adjacent vertices have no colors in common. The Ore degree is the maximum sum of degrees of an edge in a graph. We prove that, for 2-connected graphs, the two-fold chromatic number is at most the Ore degree, unless G is a complete graph or an odd cycle.


Lifestyle Tools For Men’S Health And Disease Prevention: Well-Being Through Nutrition, Physical Activity, Stress Management, And Connection, Leigh A. Frame Dec 2022

Lifestyle Tools For Men’S Health And Disease Prevention: Well-Being Through Nutrition, Physical Activity, Stress Management, And Connection, Leigh A. Frame

Clinical Research and Leadership Faculty Publications

Mental health is an often-overlooked aspect of overall health and wellness (well-being). Mental illness is increasingly common with 1 in 5 American adults experiencing it annually, and 1 in 20 suffering from a serious mental illness each year [1]. Treatment rates for mental illness are lower in men (37.4%) compared to women (51.2%) [1]. Globally, treatment rates are similar with an estimated cost to the global economy of $1 trillion annually, yet less than 2% of government health expenditure is for mental health worldwide [2]. Despite this, only nine studies have been published specifically targeting men’s mental health through lifestyle …


Accelerometer-Measured Latent Physical Activity Profiles And Neurocognition Among Middle-Aged And Older Hispanic/Latino Adults In The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)\, Priscilla M Vásquez, Wassim Tarraf, Albert Chai, Adit Doza, Daniela Sotres-Alvarez, Keith M Diaz, Zvinka Z Zlatar, Ramon A Durazo-Arvizu, Linda C Gallo, Mayra L Estrella, Elizabeth Vásquez, Kelly R Evenson, Tasneem Khambaty, Bharat Thyagarajan, Richard H Singer, Neil Schneiderman, Martha L Daviglus, Hector M González Dec 2022

Accelerometer-Measured Latent Physical Activity Profiles And Neurocognition Among Middle-Aged And Older Hispanic/Latino Adults In The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)\, Priscilla M Vásquez, Wassim Tarraf, Albert Chai, Adit Doza, Daniela Sotres-Alvarez, Keith M Diaz, Zvinka Z Zlatar, Ramon A Durazo-Arvizu, Linda C Gallo, Mayra L Estrella, Elizabeth Vásquez, Kelly R Evenson, Tasneem Khambaty, Bharat Thyagarajan, Richard H Singer, Neil Schneiderman, Martha L Daviglus, Hector M González

Faculty, Staff and Student Publications

Objectives: Derive latent profiles of accelerometry-measured moderate-vigorous physical activity (MVPA) for Hispanic/Latino adults, examine associations between latent MVPA profiles and neurocognition, and describe profiles via self-reported MVPA.

Methods: Complex survey design methods were applied to cross-sectional data from 7,672 adults ages 45-74 years in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL; 2008-2011). MVPA was measured via hip-worn accelerometers. Latent profile analysis was applied to derive latent MVPA profiles (minutes/day of week). Neurocognition was assessed with the Brief-Spanish English Verbal Learning Test (B-SEVLT) Sum, B-SEVLT Recall, Controlled Oral Word Association Test (word fluency), and Digit Symbol Substitution (DSS) test. All …


Short Term Energy Consumption Forecasting Using Neural Basis Expansion Analysis For Interpretable Time Series, Abdul Khalique Shaikh, Amril Nazir, Imran Khan, Abdul Salam Shah Dec 2022

Short Term Energy Consumption Forecasting Using Neural Basis Expansion Analysis For Interpretable Time Series, Abdul Khalique Shaikh, Amril Nazir, Imran Khan, Abdul Salam Shah

All Works

Smart grids and smart homes are getting people's attention in the modern era of smart cities. The advancements of smart technologies and smart grids have created challenges related to energy efficiency and production according to the future demand of clients. Machine learning, specifically neural network-based methods, remained successful in energy consumption prediction, but still, there are gaps due to uncertainty in the data and limitations of the algorithms. Research published in the literature has used small datasets and profiles of primarily single users; therefore, models have difficulties when applied to large datasets with profiles of different customers. Thus, a smart …