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Modeling Time Series Using Multi-Modality Fuzzy Cognitive Maps, Guoliang Feng, Wei Lu, Jianhua Yang Mar 2022

Modeling Time Series Using Multi-Modality Fuzzy Cognitive Maps, Guoliang Feng, Wei Lu, Jianhua Yang

Journal of System Simulation

Abstract: A multi-modality modeling method for time series data based on fuzzy cognitive maps is proposed to address the problem that a single model is difficult to accurately reflect the multi-modal characteristics of time series.The bootstrap method is used to select multiple sub-sequences from the original time serieswhich contain the diverse modality in the original time series. The fuzzy cognitive map sub-models are constructed on each sub-sequencesrespectively. The formed sub-models are further merged by means of granular computing method and the merging performance with different weighting strategies is analyzed. The developed multi-modal model not only has prediction abilities at …


Characterizing Explosive Volcanic Eruptions Using Tephra Fall Deposit Data, Robert Constantinescu Mar 2022

Characterizing Explosive Volcanic Eruptions Using Tephra Fall Deposit Data, Robert Constantinescu

USF Tampa Graduate Theses and Dissertations

This dissertation addresses the estimation of the magnitudes and intensities of explosive volcanic eruptions using tephra fall deposits and numerical modeling. Tephra fall deposits retain information about eruption dynamics. Volcanologists sample tephra fall deposits and measure the thickness, extent and grain size distribution to estimate the erupted volume and plume height of explosive eruptions. These terms are known as eruption source parameters. These parameters are used to classify the intensity and magnitude of the eruption on a scale such as the Volcanic Explosivity Index (VEI). Accurate estimation of the intensity and magnitude of explosive eruptions is a crucial factor in …


Assessment Of Scoured Bridges Subjected To Vessel Impact Using Nonlinear Dynamic Analysis, Amir S. Irhayyim Mar 2022

Assessment Of Scoured Bridges Subjected To Vessel Impact Using Nonlinear Dynamic Analysis, Amir S. Irhayyim

USF Tampa Graduate Theses and Dissertations

Scour has been the number one cause of bridge failure in the United States with an average of 22 bridges collapsing or being closed owing to severe deformation each year [1]. This work attempts to deal with two important issues: (1) Potential bridge failures during the co-occurrence of scour and ship impact; (2) Incorporating IDA analysis to predict bridge responses based on barge and collision parameters, and to generate fragility curves to predict the probability of exceedance damage states.

For bridges, flooding is considered the most threatening hazard. According to the National Bridge Inventory (NBI) [2], 500,000 out of 615,000 …


Conditional Loss Of Ikkα In Osterix + Cells Has No Effect On Bone But Leads To Age-Related Loss Of Peripheral Fat, Jennifer L Davis, Nitin Kumar Pokhrel, Linda Cox, Nidhi Rohatgi, Roberta Faccio, Deborah J Veis Mar 2022

Conditional Loss Of Ikkα In Osterix + Cells Has No Effect On Bone But Leads To Age-Related Loss Of Peripheral Fat, Jennifer L Davis, Nitin Kumar Pokhrel, Linda Cox, Nidhi Rohatgi, Roberta Faccio, Deborah J Veis

Open Access Publications

NF-κB has been reported to both promote and inhibit bone formation. To explore its role in osteolineage cells, we conditionally deleted IKKα, an upstream kinase required for non-canonical NF-κB activation, using Osterix (Osx)-Cre. Surprisingly, we found no effect on either cancellous or cortical bone, even following mechanical loading. However, we noted that IKKα conditional knockout (cKO) mice began to lose body weight after 6 months of age with severe reductions in fat mass and lower adipocyte size in geriatric animals. qPCR analysis of adipogenic markers in fat pads of cKO mice indicated no difference in early differentiation, but instead markedly …


Status Report To The General Assembly, Administrative Fee For Appointed Counsel, Calendar Year 2021, Tennessee. State Courts. Mar 2022

Status Report To The General Assembly, Administrative Fee For Appointed Counsel, Calendar Year 2021, Tennessee. State Courts.

Administrative Fees Report

No abstract provided.


Diversity, Equity, And Inclusion: Perspectives From Contemporary India And 6th Century Jain Yoga, Christopher Key Chapple Mar 2022

Diversity, Equity, And Inclusion: Perspectives From Contemporary India And 6th Century Jain Yoga, Christopher Key Chapple

Monsoon: South Asian Studies Association Journal

Times New Roman


New Interpretation: Assisting Attest Clients With Implementing Accounting Standards Et Sec. 1.295.113, American Institute Of Certified Public Accountants. Professional Ethics Division Mar 2022

New Interpretation: Assisting Attest Clients With Implementing Accounting Standards Et Sec. 1.295.113, American Institute Of Certified Public Accountants. Professional Ethics Division

AICPA Professional Standards

No abstract provided.


Empirically Derived Thermal Thresholds Of Four Coral Species Along The Red Sea Using A Portable And Standardized Experimental Approach, Nicolas R. Evensen, Christian R. Voolstra, Maoz Fine, Gabriela Perna, Carol Buitrago-López, Anny Cárdenas, Guilhem Banc-Prandi, Katherine Rowe, Daniel J. Barshis Mar 2022

Empirically Derived Thermal Thresholds Of Four Coral Species Along The Red Sea Using A Portable And Standardized Experimental Approach, Nicolas R. Evensen, Christian R. Voolstra, Maoz Fine, Gabriela Perna, Carol Buitrago-López, Anny Cárdenas, Guilhem Banc-Prandi, Katherine Rowe, Daniel J. Barshis

Biological Sciences Faculty Publications

Global warming is causing an unprecedented loss of species and habitats worldwide. This is particularly apparent for tropical coral reefs, with an increasing number of reefs experiencing mass bleaching and mortality on an annual basis. As such, there is a growing need for a standardized experimental approach to rapidly assess the thermal limits of corals and predict the survival of coral species across reefs and regions. Using a portable experimental system, the Coral Bleaching Automated Stress System (CBASS), we conducted standardized 18 h acute thermal stress assays to quantitively determine the upper thermal limits of four coral species across the …


Carsey Alum Ali Sekou ‘19g Makes 2021 Nh Union Leader Forty Under 40 List, Unh Communications And Public Affairs Mar 2022

Carsey Alum Ali Sekou ‘19g Makes 2021 Nh Union Leader Forty Under 40 List, Unh Communications And Public Affairs

UNH Today Archive

No abstract provided.


2022 Commencement Speakers Announced, Unh Communications And Public Affairs Mar 2022

2022 Commencement Speakers Announced, Unh Communications And Public Affairs

UNH Today Archive

No abstract provided.


The Prospector, March 22, 2022, Utep Student Publications Mar 2022

The Prospector, March 22, 2022, Utep Student Publications

The Prospector

Headline: Women in Journalism


Law School Names Five Calhoun Fellows For 2022, Seattle University School Of Law Mar 2022

Law School Names Five Calhoun Fellows For 2022, Seattle University School Of Law

News Center Articles

No abstract provided.


Factors That Impact Black Nurses' Leadership Opportunities In Higher-Education, Tamara Bland Mar 2022

Factors That Impact Black Nurses' Leadership Opportunities In Higher-Education, Tamara Bland

Dissertations

Lack of Black women represented in higher education among nursing faculty is a challenge that affects the profession of nursing. The presence of barriers to Black nursing faculty has been documented in the literature. The purpose of this study was to explore the barriers to Black nurse leaders that results in their underrepresentation in academia in the State of Illinois. Leadership opportunities was the dependent variable used to measure faculty achievement for attaining positions in higher education or nursing administrator roles. The independent variables where the various barriers: racism, financial disparity, self-efficacy, mentoring, and financial disparities.

This mixed method, explanatory …


Writing And Linguistics News, Georgia Southern University Mar 2022

Writing And Linguistics News, Georgia Southern University

Writing & Linguistics News (2012-2022)

  • Georgia Poetry Circuit Presents Charles Harper Webb on April 7


The Third Annual Women In Law Leadership Lecture: A Fireside Chat Featuring Amy Barasch, Esq., Roger Williams University School Of Law Mar 2022

The Third Annual Women In Law Leadership Lecture: A Fireside Chat Featuring Amy Barasch, Esq., Roger Williams University School Of Law

School of Law Conferences, Lectures & Events

No abstract provided.


Twenty-First Century Bioarchaeology: Taking Stock And Moving Forward, Jane E. Buikstra, Sharon N. Dewitte, Sabrina C. Agarwal, Brenda J. Baker, Eric J. Bartelink, Elizabeth Berger, Kelly E. Blevins, Katelyn Bolhofner, Alexis T. Boutin, Megan B. Brickley, Michele R. Buzon, Carlina De La Cova, Lynne Goldstein, Rebecca Gowland, Anne L. Grauer, Lesley A. Gregoricka, Siân E. Halcrow, Sarah A. Hall, Simon Hillson, Ann M. Kakaliouras, Haagen D. Klaus, Kelly J. Knudson, Christopher J. Knüsel, Clark Spencer Larsen, Debra L. Martin, George R. Milner, Mario Novak, Kenneth C. Nystrom, Sofía I. Pacheco-Forés, Tracy L. Prowse, Gwen Robbins Schug, Charlotte A. Roberts, Jessica E. Rothwell, Ana Luisa Santos, Christopher M. Stojanowski, Anne C. Stone, Kyra E. Stull, Daniel H. Temple, Christina M. Torres, J. Marla Toyne, Tiffany A. Tung, Jaime Ullinger, Karin Wiltschke-Schrotta, Sonia R. Zakrzewski Mar 2022

Twenty-First Century Bioarchaeology: Taking Stock And Moving Forward, Jane E. Buikstra, Sharon N. Dewitte, Sabrina C. Agarwal, Brenda J. Baker, Eric J. Bartelink, Elizabeth Berger, Kelly E. Blevins, Katelyn Bolhofner, Alexis T. Boutin, Megan B. Brickley, Michele R. Buzon, Carlina De La Cova, Lynne Goldstein, Rebecca Gowland, Anne L. Grauer, Lesley A. Gregoricka, Siân E. Halcrow, Sarah A. Hall, Simon Hillson, Ann M. Kakaliouras, Haagen D. Klaus, Kelly J. Knudson, Christopher J. Knüsel, Clark Spencer Larsen, Debra L. Martin, George R. Milner, Mario Novak, Kenneth C. Nystrom, Sofía I. Pacheco-Forés, Tracy L. Prowse, Gwen Robbins Schug, Charlotte A. Roberts, Jessica E. Rothwell, Ana Luisa Santos, Christopher M. Stojanowski, Anne C. Stone, Kyra E. Stull, Daniel H. Temple, Christina M. Torres, J. Marla Toyne, Tiffany A. Tung, Jaime Ullinger, Karin Wiltschke-Schrotta, Sonia R. Zakrzewski

Anthropology: Faculty Publications and Other Works

This article presents outcomes from a Workshop entitled “Bioarchaeology: Taking Stock and Moving Forward,” which was held at Arizona State University (ASU) on March 6–8, 2020. Funded by the National Science Foundation (NSF), the School of Human Evolution and Social Change (ASU), and the Center for Bioarchaeological Research (CBR, ASU), the Workshop's overall goal was to explore reasons why research proposals submitted by bioarchaeologists, both graduate students and established scholars, fared disproportionately poorly within recent NSF Anthropology Program competitions and to offer advice for increasing success. Therefore, this Workshop comprised 43 international scholars and four advanced graduate students with a …


Me, Myself And My Digital Double: Extending Sara Greene’S Stealing (Identity) From The Poor To The Challenges Of Identity Verification, Michele E. Gilman Mar 2022

Me, Myself And My Digital Double: Extending Sara Greene’S Stealing (Identity) From The Poor To The Challenges Of Identity Verification, Michele E. Gilman

All Faculty Scholarship

Identity is an essential part of the human condition. When one’s identity is stolen or when a state rejects a citizen’s identity, the consequences can be devastating to one’s notion of selfhood as well as undermine their economic security. In Stealing (Identity) from the Poor, Sara Greene explores the serious harms suffered by low-income people who are victimized by identity theft. She explains that our plutocratic regime of identity theft laws serves the interests of wealthier Americans at the expense of those experiencing poverty.

This Essay extends Greene’s analysis and framing to the harms of identity verification systems, particularly in …


Apple V. European Commission: Losing The War On Corporate International Transfer Pricing, Beckett Cantley, Geoffrey Dietrich Mar 2022

Apple V. European Commission: Losing The War On Corporate International Transfer Pricing, Beckett Cantley, Geoffrey Dietrich

Loyola of Los Angeles International and Comparative Law Review

No abstract provided.


Strengthening Immigration Support For Agricultural Labor Migration And Ending Modern Day “Harvest Of Shame” A Comparative Study Of The American And Australian Approaches, Dr. Ying Chen Mar 2022

Strengthening Immigration Support For Agricultural Labor Migration And Ending Modern Day “Harvest Of Shame” A Comparative Study Of The American And Australian Approaches, Dr. Ying Chen

Loyola of Los Angeles International and Comparative Law Review

No abstract provided.


Normative Models For The Protection Of Children And Teenagers’ Personal Data, Hugo Teles, Marcelo Varella Mar 2022

Normative Models For The Protection Of Children And Teenagers’ Personal Data, Hugo Teles, Marcelo Varella

Loyola of Los Angeles International and Comparative Law Review

No abstract provided.


The Risk Of Multiple Anthropogenic And Climate Change Threats Must Be Considered For Continental Scale Conservation And Management Of Seagrass Habitat, Kathryn Mcmahon, Kieryn Kilminster, Robert Canto, Chris Roelfsema, Mitchell Lyons, Gary A. Kendrick, Michelle Waycott, James Udy Mar 2022

The Risk Of Multiple Anthropogenic And Climate Change Threats Must Be Considered For Continental Scale Conservation And Management Of Seagrass Habitat, Kathryn Mcmahon, Kieryn Kilminster, Robert Canto, Chris Roelfsema, Mitchell Lyons, Gary A. Kendrick, Michelle Waycott, James Udy

Research outputs 2022 to 2026

Globally marine-terrestrial interfaces are highly impacted due to a range of human pressures. Seagrass habitats exist in the shallow marine waters of this interface, have significant values and are impacted by a range of pressures. Cumulative risk analysis is widely used to identify risk from multiple threats and assist in prioritizing management actions. This study conducted a cumulative risk analysis of seagrass habitat associated with the Australian continent to support management actions. We developed a spatially explicit risk model based on a database of threats to coastal aquatic habitat in Australia, spanning 35,000 km of coastline. Risk hotspots were identified …


Big Data Analysis Of Vision Screening Standards Used To Evaluate Fitness To Drive, Michael Moore, John Butler, Daniel Ian Flitcroft, James Loughman Mar 2022

Big Data Analysis Of Vision Screening Standards Used To Evaluate Fitness To Drive, Michael Moore, John Butler, Daniel Ian Flitcroft, James Loughman

Articles

Purpose: Visual acuity (VA) assessment is the most commonly performed vision screening method for drivers. The standards and repeat assessment intervals used, however, are arbitrary, lack an evidence base and are highly variable across different countries. This study utilizes the power of Big Data to provide evidence-based recommendations for standardized driver vision screening.

Methods: Anonymized electronic medical record data were gathered from 40 Irish optometry practices comprising 81,184 unique patients. A Kaplan-Meier Survival (KMS) analysis was used to determine the effect of increasing age and time since screening on the likelihood of passing the VA standard for driving. A logistic …


Detecting Iot Attacks Using An Ensemble Machine Learning Model, Vikas Tomar, Sachin Sharma Mar 2022

Detecting Iot Attacks Using An Ensemble Machine Learning Model, Vikas Tomar, Sachin Sharma

Articles

Malicious attacks are becoming more prevalent due to the growing use of Internet of Things (IoT) devices in homes, offices, transportation, healthcare, and other locations. By incorporating fog computing into IoT, attacks can be detected in a short amount of time, as the distance between IoT devices and fog devices is smaller than the distance between IoT devices and the cloud. Machine learning is frequently used for the detection of attacks due to the huge amount of data available from IoT devices. However, the problem is that fog devices may not have enough resources, such as processing power and memory, …


Suicide And Homicide More Common With Limited Urban Tree Canopy Cover, Thomas V L El-Mallakh, Scott Hedges, Jayesh P. Rai, Aruni Bhatnagar, Sarah Moyer, Rif S. El-Mallakh Mar 2022

Suicide And Homicide More Common With Limited Urban Tree Canopy Cover, Thomas V L El-Mallakh, Scott Hedges, Jayesh P. Rai, Aruni Bhatnagar, Sarah Moyer, Rif S. El-Mallakh

Cities and the Environment (CATE)

Distribution of urban tree canopies is generally not uniform. Multiple variables have been shown to be associated with tree canopy cover, including violence, health, and general well-being. Herein we examine the relationship of tree cover with intentional deaths. Suicide, homicide, and tree cover data were examined by ZIP code for Louisville, a mid-sized city in Kentucky. Relationship between intentional death (suicide and homicide) and tree cover was examined with Poisson regression analysis. In both univariate and multivariate models, suicides (P < 0.0001 and P = 0.0005), homicides (P < 0.0001 and P = 0.03), and combination (P = 0.0541) were negatively associated with …


1588-1600 Ams Llc V. Gil Mar 2022

1588-1600 Ams Llc V. Gil

All Decisions

No abstract provided.


Global Evolutionary Dynamics And Resistome Analysis Of Clostridioides Difficile Ribotype 017, Korakrit Imwattana, Papanin Putsathit, Deirdre A. Collins, Teera Leepattarakit, Pattarachai Kiratisin, Thomas V. Riley, Daniel R. Knight Mar 2022

Global Evolutionary Dynamics And Resistome Analysis Of Clostridioides Difficile Ribotype 017, Korakrit Imwattana, Papanin Putsathit, Deirdre A. Collins, Teera Leepattarakit, Pattarachai Kiratisin, Thomas V. Riley, Daniel R. Knight

Research outputs 2022 to 2026

Clostridioides difficile PCR ribotype (RT) 017 ranks among the most successful strains of C. difficile in the world. In the past three decades, it has caused outbreaks on four continents, more than other ‘epidemic’ strains, but our understanding of the genomic epidemiology underpinning the spread of C. difficile RT 017 is limited. Here, we performed high-resolution phylogenomic and Bayesian evolutionary analyses on an updated and more representative dataset of 282 non-clonal C. difficile RT 017 isolates collected worldwide between 1981 and 2019. These analyses place an estimated time of global dissemination between 1953 and 1983 and identified the acquisition of …


Prospectively Defined Patterns Of Apobec3a Mutagenesis Are Prevalent In Human Cancers, Rachel A Deweerd, Eszter Németh, Ádám Póti, Nataliya Petryk, Chun-Long Chen, Olivier Hyrien, Dávid Szüts, Abby M Green Mar 2022

Prospectively Defined Patterns Of Apobec3a Mutagenesis Are Prevalent In Human Cancers, Rachel A Deweerd, Eszter Németh, Ádám Póti, Nataliya Petryk, Chun-Long Chen, Olivier Hyrien, Dávid Szüts, Abby M Green

2020-Current year OA Pubs

Mutational signatures defined by single base substitution (SBS) patterns in cancer have elucidated potential mutagenic processes that contribute to malignancy. Two prevalent mutational patterns in human cancers are attributed to the APOBEC3 cytidine deaminase enzymes. Among the seven human APOBEC3 proteins, APOBEC3A is a potent deaminase and proposed driver of cancer mutagenesis. In this study, we prospectively examine genome-wide aberrations by expressing human APOBEC3A in avian DT40 cells. From whole-genome sequencing, we detect hundreds to thousands of base substitutions per genome. The APOBEC3A signature includes widespread cytidine mutations and a unique insertion-deletion (indel) signature consisting largely of cytidine deletions. This …


Rationally Designed Immunogens Enable Immune Focusing Following Sars-Cov-2 Spike Imprinting, Blake M Hauser, Maya Sangesland, Kerri J St Denis, Evan C Lam, James Brett Case, Ian W Windsor, Jared Feldman, Timothy M Caradonna, Ty Kannegieter, Michael S Diamond, Alejandro B Balazs, Daniel Lingwood, Aaron G Schmidt Mar 2022

Rationally Designed Immunogens Enable Immune Focusing Following Sars-Cov-2 Spike Imprinting, Blake M Hauser, Maya Sangesland, Kerri J St Denis, Evan C Lam, James Brett Case, Ian W Windsor, Jared Feldman, Timothy M Caradonna, Ty Kannegieter, Michael S Diamond, Alejandro B Balazs, Daniel Lingwood, Aaron G Schmidt

2020-Current year OA Pubs

Eliciting antibodies to surface-exposed viral glycoproteins can generate protective responses that control and prevent future infections. Targeting conserved sites may reduce the likelihood of viral escape and limit the spread of related viruses with pandemic potential. Here we leverage rational immunogen design to focus humoral responses on conserved epitopes. Using glycan engineering and epitope scaffolding in boosting immunogens, we focus murine serum antibody responses to conserved receptor binding motif (RBM) and receptor binding domain (RBD) epitopes following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike imprinting. Although all engineered immunogens elicit a robust SARS-CoV-2-neutralizing serum response, RBM-focusing immunogens exhibit increased …


Btla Signaling In Conventional And Regulatory Lymphocytes Coordinately Tempers Humoral Immunity In The Intestinal Mucosa, Caroline Stienne, Richard Virgen-Slane, Lisa Elmén, Marisol Veny, Sarah Huang, Jennifer Nguyen, Elizabeth Chappell, Mary Olivia Balmert, Jr-Wen Shui, Michelle A Hurchla, Mitchell Kronenberg, Scott N Peterson, Kenneth M Murphy, Carl F Ware, John R Šedý Mar 2022

Btla Signaling In Conventional And Regulatory Lymphocytes Coordinately Tempers Humoral Immunity In The Intestinal Mucosa, Caroline Stienne, Richard Virgen-Slane, Lisa Elmén, Marisol Veny, Sarah Huang, Jennifer Nguyen, Elizabeth Chappell, Mary Olivia Balmert, Jr-Wen Shui, Michelle A Hurchla, Mitchell Kronenberg, Scott N Peterson, Kenneth M Murphy, Carl F Ware, John R Šedý

2020-Current year OA Pubs

The Btla inhibitory receptor limits innate and adaptive immune responses, both preventing the development of autoimmune disease and restraining anti-viral and anti-tumor responses. It remains unclear how the functions of Btla in diverse lymphocytes contribute to immunoregulation. Here, we show that Btla inhibits activation of genes regulating metabolism and cytokine signaling, including Il6 and Hif1a, indicating a regulatory role in humoral immunity. Within mucosal Peyer's patches, we find T-cell-expressed Btla-regulated Tfh cells, while Btla in T or B cells regulates GC B cell numbers. Treg-expressed Btla is required for cell-intrinsic Treg homeostasis that subsequently controls GC B cells. Loss of …


Examining The Effects Of Teacher Induction & Support On New Teacher Retention In Urban Schools, Nellie Poe Mar 2022

Examining The Effects Of Teacher Induction & Support On New Teacher Retention In Urban Schools, Nellie Poe

Dissertations

Teacher retention is a serious concern in our country and around the world. Current teacher shortages result from fewer students entering education programs while high numbers of teachers choose to leave the profession. Ultimately, the most significant impact of the lack of highly qualified teachers is on our students who do not have the opportunity to receive an equitable education.

The project included two iterations of interventions to provide teachers who were new to an elementary school currently in the bottom 5% of the state with support to build self-efficacy with instructional strategies and classroom management. The first iteration focused …