Digital Commons Network^™

Hybrid Mamdani Fuzzy Rules And Convolutional Neural Networks For Analysis And Identification Of Animal Images, Hind R. Mohammed, Zahir M. Hussain

Research outputs 2014 to 2021

Accurate, fast, and automatic detection and classification of animal images is challenging, but it is much needed for many real-life applications. This paper presents a hybrid model of Mamdani Type-2 fuzzy rules and convolutional neural networks (CNNs) applied to identify and distinguish various animals using different datasets consisting of about 27,307 images. The proposed system utilizes fuzzy rules to detect the image and then apply the CNN model for the object’s predicate category. The CNN model was trained and tested based on more than 21,846 pictures of animals. The experiments’ results of the proposed method offered high speed and efficiency, …

A Survey Of Western Australian Teachers’ Use Of Texts In Supporting Beginning Readers, Simmone Pogorzelski, Susan Main, Susan Hill

Research outputs 2014 to 2021

Connected text reading is crucial to beginning reading development as this is where children apply the reading skills they are learning. The most recent version of the Australian Curriculum includes the requirement that teachers use both predictable and decodable texts in early reading instruction. As each text type is underpinned by a different approach to reading instruction, this creates a potential dilemma for teachers when implementing the curriculum. A preliminary study of the instructional practices used to teach reading in the first two years of schooling was therefore conducted to investigate how early years teachers make use of two different …

Digital Forensic Readiness Intelligence Crime Repository, Victor R. Kebande, Nickson M. Karie, Kim-Kwang R. Choo, Sadi Alawadi

Research outputs 2014 to 2021

It may not always be possible to conduct a digital (forensic) investigation post-event if there is no process in place to preserve potential digital evidence. This study posits the importance of digital forensic readiness, or forensic-by-design, and presents an approach that can be used to construct a Digital Forensic Readiness Intelligence Repository (DFRIR). Based on the concept of knowledge sharing, the authors leverage this premise to suggest an intelligence repository. Such a repository can be used to cross-reference potential digital evidence (PDE) sources that may help digital investigators during the process. This approach employs a technique of capturing PDE from …

Accountability Via Social And Financial Performance Of The Hospitality Sector: The Role Of Market Orientation, Soheil Kazemian, Hadrian G. Djajadikerta, Saiyydi Mat Roni, Terri Trireksani, Zuraidah Mohd-Sanusi

Research outputs 2014 to 2021

Purpose This study aims to examine the three dimensions of market orientation, namely, customer orientation, competitor orientation and inter-function coordination, which influence the accountability in the financial and social performance of tourism operators in large touristic cities. Design/methodology/approach In total, 95 usable questionnaires as the required data were collected from the top managers of four- and five-star hotels in Iran. Findings Partial least squares (PLS) results confirm that customer orientation and inter-function coordination influence both the financial and social performance of the hospitality sector yet reveal that competitor orientation has no significant relationship with social performance. Research limitations/implications These findings …

Are We Heading For Disaster? The Problem With Resilience In Disaster Management And Recovery, Zachary Horn

Research outputs 2014 to 2021

Resilience is often construed as armour that protects individuals from stressors and harm, or a trait that allows people to ‘bounce back’ despite adversities and stressors. Although not fundamentally incorrect, these notions do not capture the true purpose, scope or power of resilience, particularly in the disaster context.

The Effect Of Cryogenic Machining Of S2 Glass Fibre Composite On The Hole Form And Dimensional Tolerances, Ugur Koklu, Sezer Morkavuk, Carol Featherston, Malik Haddad, David Sanders, Muhammad Aamir, Danil Yu Pimenov, Khaled Giasin

Research outputs 2014 to 2021

S2 glass fibre reinforced epoxy composites are widely used in aeronautical applications owing to their excellent strength to weight ratio. Drilling glass fibres can be cumbersome due to their abrasive nature and poor thermal conductivity. Moreover, the use of conventional coolants is not desirable due to contamination and additional costs for cleaning the machine part. An alternative is to use environmentally friendly coolants such as liquid nitrogen (LN2) which have been previously employed in machining metals and composites. The current study investigates the effect of drilling S2 glass fibre composite in a bath of LN2. The study aims to evaluate …

Spon1 Is Associated With Amyloid-Β And Apoe Ε4-Related Cognitive Decline In Cognitively Normal Adults, Shane Fernandez, Samantha C. Burnham, Lidija Milicic, Greg Savage, Paul Maruff, Madeline Peretti, Hamid R. Sohrabi, Yen Ying Lim, Michael Weinborn, David Ames, Colin L. Masters, Ralph N. Martins, Stephanie Rainey-Smith, Christopher C. Rowe, Olivier Salvado, David Groth, Giuseppe Verdile, Victor L. Villemagne, Tenielle Porter, Simon M. Laws

Research outputs 2014 to 2021

Background: Genetic variation in Spondin-1, specifically rs11023139, has been associated with reduced rates of cognitive decline in individuals with Alzheimer's disease. Objective: The aim of this study was to assess whether the association was present in cognitively normal older adults. Methods: Longitudinal cognitive decline was investigated using linear mixed modelling in a cohort of 590 cognitively normal older adults enrolled in the Australian Imaging, Biomarkers and Lifestyle Study. Results: No independent effect of Spondin-1 rs11023139 on cognitive decline was observed. However, significant associations were observed for the interaction between Apolipoprotein E (APOE) ϵ4 and rs11023139 in individuals with high amyloid-β …

Summary Of Fetal Alcohol Spectrum Disorder (Fasd) Among Aboriginal And Torres Strait Islander People, Australian Indigenous Healthinfonet

Research outputs 2014 to 2021

Fetal Alcohol Spectrum Disorder (FASD) is a condition caused by alcohol exposure before birth. During pregnancy, alcohol freely crosses the placenta. The baby cannot process the alcohol and this may result in damage to the baby’s brain and body. Not all babies exposed to alcohol during pregnancy will develop FASD, but there is no safe level of alcohol use during pregnancy. FASD is a lifelong condition that results in cognitive, physical and behavioural disabilities. FASD occurs everywhere in Australia where people drink alcohol. Many women drink during pregnancy before they know they are pregnant and there is a lack of …

Digital Labour And Temporal Priorities Within A Secondary School, Nicola F. Johnson

Research outputs 2014 to 2021

Digital devices and ubiquitous online access contribute to the nature and amount of digital labour conducted by school staff. Drawing on more than 40 interviews with staff at one Australian secondary school, the general nature of this digital labour is presented, then Clancy’s notion of temporal autonomous spaces is introduced and applied to theorise why some teachers used digital technologies constantly in their teaching. The article highlights how some teachers invested their time in learning about and using digital technologies because it enhanced their sense of autonomy and increased their sense of freed time. It theorises how teachers who invest …

Examining The Average Scores Of Nursing Teamwork Subscales In An Acute Private Medical Ward, Martina Costello, Kylie Rusell, Tracey Coventry

Research outputs 2014 to 2021

Background: Healthcare is delivered by multidisciplinary healthcare teams who rely on communication and effective teamwork to ensure safe patient care. Teamwork builds on employee cohesion and reduces medical and nursing errors, resulting in greater patient satisfaction and improved healthcare. Effective teamwork not only improves efficiency and patient safety but leads to a healthier and happier workplace, reducing burnout among healthcare professionals. The purpose of this paper is to describe the findings of a pilot project on an acute medical ward in Western Australia. The aim was to understand the participants perceived level of teamwork to support future work practices and …

Influence Of Diagenetic Features On Petrophysical Properties Of Fine-Grained Rocks Of Oligocene Strata In The Lower Indus Basin, Pakistan, Abdul Majeed Shar, Aftab Ahmed Mahesar, Ghazanfer Raza Abbasi, Asad Ali Narejo, Asghar Ali Alias Daahar Hakro

Research outputs 2014 to 2021

Nari Formation is considered as one of the most important oil and gas exploration targets. These fine-grained tight sandstone reservoirs face enormous challenges due to their extremely low matrix porosity and permeability. Hence, in this regard, the study was carried out to collect the high-quality data on petrophysical properties along with mineralogy and microstructural characteristics and diagenesis. The experiments performed includes the petrographic study and scanning electron microscopy, and X-ray diffraction analyses. Besides, the measurement of petrophysical properties was carried out to assess the likely influence of the reservoir quality. The petrographic analysis shows predominantly fine- to medium-grained grey samples …

Twitter Content Analysis Of The Australian Bushfires Disaster 2019-2020: Futures Implications, Gregory Willson, Violetta Wilk, Ruth Sibson, Ashlee Morgan

Research outputs 2014 to 2021

Purpose: This paper aims to explore the themes and nature of sentiment of Twitter content that discussed the Australian bushfire disaster 2019–2020 and its associated wildlife devastation, with considerations for the future of Australia’s tourism industry. Design/methodology/approach: A large, qualitative data set consisting of all publicly available Twitter posts during the period of the Australian bushfires from December 2019 to March 2020 that mentioned the bushfires and wildlife are explored. Findings: The devastation of wildlife through the Australian bushfire disaster elicited emotionally charged Twitter content from both Australian and overseas users. Positive sentiment focused on offering support to areas impacted …

Foveal Avascular Zone And Choroidal Thickness Are Decreased In Subjects With Hard Drusen And Without High Genetic Risk Of Developing Alzheimer’S Disease, Inés López-Cuenca, Rosa De Hoz, Celia Alcantara-Rey, Elena Salobrar-García, Lorena Elvira-Hurtado, José A. Fernández-Albarral, Ana Barabash, Federico Ramírez-Toraño, Jaisalmer De Frutos-Lucas, Juan J. Salazar, Ana I. Ramírez, José M. Ramírez

Research outputs 2014 to 2021

A family history (FH+) of Alzheimer’s disease (AD) and ɛ4 allele of the ApoE gene are the main genetic risk factors for developing AD, whereas ɛ4 allele plays a protective role in age-related macular degeneration. Ocular vascular changes have been reported in both pathologies. We analyzed the choroidal thickness using optical coherence tomography (OCT) and the foveal avascular zone (FAZ) using OCT-angiography and compared the results with ApoE gene expression, AD FH+, and the presence or absence of hard drusen (HD) in 184 cognitively healthy subjects. Choroidal thickness was statistically significantly different in the (FH−, ɛ4−, HD+) group compared with …

An Early Collaborative Intervention Focusing On Parent-Infant Interaction In The Neonatal Period. A Descriptive Study Of The Developmental Framework, Charlotte Sahlén Helmer, Ulrika Birberg Thornberg, Evalotte Mörelius

Research outputs 2014 to 2021

Moderate to late preterm infants are at risk of developing problems later in life. To support attachment and infants’ development, high quality parent-infant interaction is important. Parent-infant interaction is known to improve through intervention programs but since no such intervention program is addressed directly to moderate to late preterm infants, a tailor-made intervention was developed. The aim was to describe the rationale, development, framework and practical provision of a new early collaborative intervention program. This study has a descriptive design and the intervention is described using the Template for Intervention Description and Replication. During an intervention-session, the preterm infant’s cues …

Variations In The Physical Performance Of Olympic Boxers Over A Four-Day National Qualifying Tournament, Irineu Loturco, Michael R. Mcguigan, Tomás T. Freitas, Chris Bishop, Pedro E. Alcaraz, Felipe Romano, Mateus Alves, Valter P. Reis, Lucas A. Pereira, Emerson Franchini

Research outputs 2014 to 2021

The aim of this study was to examine changes in body mass (BM) and power-related measures in Olympic boxers during an official qualifying boxing tournament. Fourteen elite amateur boxers from the Brazilian National Team (eight men and six women) participated in this study. Athletes performed three fights in four days against the same opponent of the same weight-category. Before and immediately after every fight, BM, countermovement jump (CMJ) height, and power production in the bench-press and half-squat exercises were assessed in the same order and on the same time of the day. A two-way repeated-measures ANOVA with the Bonferroni post-hoc …

Rrh Library Newsletter, January 2021, Libraries At Rochester Regional Health

Rochester Regional Health authored publications and proceedings

Newsletter sections include: Expanded Access -- Libraries @ RRH; Libraries @ RRH Fast Facts; Library Services during COVID-19

Growth & Change: Journals Stand For More Than Base Prestige, Connor B. Mcdermott

Lewis & Clark Law Review

No abstract provided.

An Invisible Border Wall And The Dangers Of Internal Agency Control, Jill E. Family

Lewis & Clark Law Review

Administrative law has long struggled to determine the appropriate balance between internal and external control over federal agencies. Some scholars posit that internal agency controls (those from within the executive branch) are optimal checks on agency behavior. In fact, some argue that external control (from Congress or the courts) is detrimental to agency governance. This Article presents a cautionary tale for those who discount the role of external control; it depicts a case study that poses a major challenge to those who theorize that internal agency controls are a sufficient check on agency behavior.

This case study analyzes the Trump …

Tobacco Reborn: The Rise Of E-Cigarettes And Regulatory Approaches, Daniel G. Aaron

Lewis & Clark Law Review

This Article examines e-cigarettes, FDA-regulated products which heat nicotine-containing fluid into an aerosol to be breathed into the lungs. Recent data show that e-cigarettes are used by about one-fifth of U.S. high school students. Given that we have, in the Surgeon General’s words, reached an epidemic of youth e-cigarette use, it is worth asking how a product within FDA jurisdiction became a serious threat to 3.6 million youth.

This Article reviews the law surrounding e-cigarettes and the history of FDA’s attempts to regulate them. Administrative law doctrines instruct us that increased presidential control will rein in misbehaving agencies by allowing …

Hypogonadism Induced By Surgical Stress And Brain Trauma Is Reversed By Human Chorionic Gonadotropin In Male Rats: A Potential Therapy For Surgical And Tbi-Induced Hypogonadism?, Rastafa I. Geddes, Amita Kapoor, Kentaro Hayashi, Ryan Rauh, Marlyse Wehber, Quinn Bongers, Alex D. Jansen, Icelle M. Anderson, Gabrielle Farquhar, Sivan Vadakkadath-Meethal, Toni E. Ziegler, Craig S. Atwood

Research outputs 2014 to 2021

Introduction: Hypogonadotropic hypogonadism (HH) is an almost universal, yet underappreciated, endocrinological complication of traumatic brain injury (TBI). The goal of this study was to determine whether the developmental hormone human chorionic gonadotropin (hCG) treatment could reverse HH induced by a TBI. Methods: Plasma samples were collected at post-surgery/post-injury (PSD/PID) days -10, 1, 11, 19 and 29 from male Sprague-Dawley rats (5- to 6-month-old) that had undergone a Sham surgery (craniectomy alone) or CCI injury (craniectomy + bilateral moderate-to-severe CCI injury) and treatment with saline or hCG (400 IU/kg; i.m.) every other day. Results: Both Sham and CCI injury significantly decreased …

Fecal Sample Collection Methods And Time Of Day Impact Microbiome Composition And Short Chain Fatty Acid Concentrations, Jacquelyn Jones, Stacey N. Reinke, Alishum Ali, Debra J. Palmer, Claus T. Christophersen

Research outputs 2014 to 2021

Associations between the human gut microbiome and health outcomes continues to be of great interest, although fecal sample collection methods which impact microbiome studies are sometimes neglected. Here, we expand on previous work in sample optimization, to promote high quality microbiome data. To compare fecal sample collection methods, amplicons from the bacterial 16S rRNA gene (V4) and fungal (ITS2) region, as well as short chain fatty acid (SCFA) concentrations were determined in fecal material over three timepoints. We demonstrated that spot sampling of stool results in variable detection of some microbial members, and inconsistent levels of SCFA; therefore, sample homogenization …

Estimating The Economic Cost Of Nurse Sensitive Adverse Events Amongst Patients In Medical And Surgical Settings, Aileen Murphy, Peter Griffiths, Christine Duffield, Noeleen M. Brady, Anne Philomena Scott, Jane Ball, Jonathan Drennan

Research outputs 2014 to 2021

Aims: To identify the costs associated with nurse sensitive adverse events and the impact of these events on patients’ length of stay. Design: Retrospective cohort study using administrative hospital data. Methods: Data were sourced from patient discharge information (N = 5544) from six acute wards within three hospitals (July 2016–October 2017). A retrospective patient record review was undertaken by extracting data from the hospitals’ administrative systems on inpatient discharges, length of stay and diagnoses; eleven adverse events sensitive to nurse staffing were identified within the administrative system. A negative binomial regression is employed to assess the impact of nurse sensitive …

Effect Of Occupational Therapy Home Visit Discharge Planning On Participation After Stroke: Protocol For The Home Rehab Trial, Natasha A. Lannin, Lindy Clemson, Avril Drummond, Mandy Stanley, Leonid Churilov, Kate Laver, Sophie O'Keefe, Ian Cameron, Maria Crotty, Tim Usherwood, Nadine E. Andrew, Laura Jolliffe, Dominique A. Cadilhac

Research outputs 2014 to 2021

Introduction: After first stroke, the transition from rehabilitation to home can be confronting and fraught with challenges. Although stroke clinical practice guidelines recommend predischarge occupational therapy home visits to ensure safe discharge and provision of appropriate equipment, there is currently limited evidence to support this recommendation. Methods and analysis: The HOME Rehab trial is a national, multicentre, phase III randomised controlled trial with concealed allocation, blinded assessment and intention-to-treat analysis being conducted in Australia. The trial aim is to determine the effect and potential cost-effectiveness of an enhanced occupational therapy discharge planning intervention that involves pre and postdischarge home visits, …

Critical Role Of General Practitioners In Preventing Readmission Following Emergency Department Alcohol Screening And Brief Intervention Management Of Alcohol-Related Problems, Simon Hazeldine, Imogen Davies, Robert J. Tait, John K. Olynyk

Research outputs 2014 to 2021

Introduction/Objectives: Alcohol screening and brief intervention (ASBI) strategies are useful in general practice (GP) but their effectiveness in the emergency department (ED) is unclear. We evaluated the effect of ED-based ASBI on re-admissions. Methods: 453 ED subjects exceeding the threshold score on the three-item Alcohol Use Disorders Identification Test-Consumption (females 3+: males 4+) were randomized. We conducted telephone follow-up at 1 and 3 months and recorded hospital events 6 months pre- and post-enrolment. Results: Median weekly alcohol use was 20 standard drinks (interquartile range (IQR) 9-45) on enrolment. After 3 months, 247 (55%) were able to be re-interviewed. Median alcohol …

Measurement Of Micro Burr And Slot Widths Through Image Processing: Comparison Of Manual And Automated Measurements In Micro‐Milling, Fatih Akkoyun, Ali Ercetin, Kubilay Aslantas, Danil Yurievich Pimenov, Khaled Giasin, Avinash Lakshmikanthan, Muhammad Aamir

Research outputs 2014 to 2021

In this study, the burr and slot widths formed after the micro‐milling process of Inconel 718 alloy were investigated using a rapid and accurate image processing method. The measurements were obtained using a user‐defined subroutine for image processing. To determine the accuracy of the developed imaging process technique, the automated measurement results were compared against results measured using a manual measurement method. For the cutting experiments, Inconel 718 alloy was machined using several cutting tools with different geometry, such as the helix angle, axial rake angle, and number of cutting edges. The images of the burr and slots were captured …

Major Genetic Discontinuity And Novel Toxigenic Species In Clostridioides Difficile Taxonomy, Daniel R. Knight, Korakrit Imwattana, Brian Kullin, Enzo Guerrero-Araya, Daniel Paredes-Sabja, Xavier Didelot, Kate E. Dingle, David W. Eyre, César Rodríguez, Thomas V. Riley

Research outputs 2014 to 2021

Clostridioides difficile infection (CDI) remains an urgent global One Health threat. The genetic heterogeneity seen across C. difficile underscores its wide ecological versatility and has driven the significant changes in CDI epidemiology seen in the last 20 years. We analysed an international collection of over 12,000 C. difficile genomes spanning the eight currently defined phylogenetic clades. Through whole-genome average nucleotide identity, and pangenomic and Bayesian analyses, we identified major taxonomic incoherence with clear species boundaries for each of the recently described cryptic clades CI–III. The emergence of these three novel genomospecies predates clades C1–5 by millions of years, rewriting the …

Editorial: Covid-19, Corporate Governance, Sustainability, And The Post-Neoliberal World, Marie Dela Rama, Julie Crews

Research outputs 2014 to 2021

Welcome to this special issue of Corporate Governance and Sustainability Review focusing on the impact of thecoronavirus (COVID-19) on societies and economies worldwide. The five papers in this special issue reflect the initial impact of the COVID-19 pandemic,in its first year,on corporate governance and sustainability. What is common throughout these papers is how the pandemic has created disequilibria for many organisations. The question continues to be posed as to the new forms of organising and managing as the world reorientates or pivots in a pandemic and post-pandemic world.

Vaccines Are Not Yet A Silver Bullet: The Imperative Of Continued Communication About The Importance Of Covid-19 Safety Measures, Zhaohui Su, Jun Wen, Dean Mcdonnell, Edmund Goh, Xiaoshan Li, Sabina Šegalo, Junaid Ahmad, Ali Cheshmehzangi, Yu-Tao Xiang

Research outputs 2014 to 2021

COVID-19 vaccines are by no means a silver bullet. With more COVID-19 vaccines expecting approval in the coming months, it is necessary to note that vaccine availability does not equate to vaccine accessibility, nor vaccine efficacy. Some research suggests that approximately 9 out of 10 individuals living in lower-income countries will not have access to COVID-19 vaccines until 2023 or later. For higher-income countries, such as the United States, the prevalence of vaccine hesitancy may further compound the situation. These insights combined, in turn, emphasize the fact that even though COVID-19 vaccines are becoming more available, safety measures (e.g., face …

The Role Of Aerodynamic Resistance In Thermal Remote Sensing-Based Evapotranspiration Models, Ivonne Trebs, Kaniska Mallick, Nishan Bhattarai, Mauro Sulis, Jamie Cleverly, William Woodgate, Richard Silberstein, Nina Hinko-Najera, Jason Beringer, Wayne S. Meyer, Zhongbo Su, Gilles Boulet

Research outputs 2014 to 2021

Aerodynamic resistance (hereafter ra) is a preeminent variable in evapotranspiration (ET) modelling. The accurate quantification of ra plays a pivotal role in determining the performance and consistency of thermal remote sensing-based surface energy balance (SEB) models for estimating ET at local to regional scales. Atmospheric stability links ra with land surface temperature (LST) and the representation of their interactions in the SEB models determines the accuracy of ET estimates. The present study investigates the influence of ra and its relation to LST uncertainties on the performance of three structurally different SEB models. It used data from nine Australian OzFlux eddy …

The Fringe Or The Heart Of Things? Aboriginal And Torres Strait Islander Musics In Australian Music Institutions, Clint Bracknell, Linda Barwick

Research outputs 2014 to 2021

Teetering on the fringe of Australian music scholarship and knowledge institutions, research and teaching of local Indigenous musics hold a marginal place, belying the positioning of Indigenous music-makers at the centre of international representations of Australian culture, and the dynamic local connections of Indigenous music-making to Australian landscapes and social realities. Music’s ubiquity and diversity worldwide show its potential as a tool to manage the changing world in societies of the past and present, yet this potential is largely neglected in contemporary Australia, and our theories and evidence base are limited by the narrow western focus within our knowledge institutions. …