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Articles 62431 - 62460 of 64996
Full-Text Articles in Entire DC Network
"Tell Me About Your Esol Experience": Exploring Language Journeys Through Shared Stories, Rocio Rivero-Gutierrez
"Tell Me About Your Esol Experience": Exploring Language Journeys Through Shared Stories, Rocio Rivero-Gutierrez
School of Law, Humanities and Social Sciences Theses
This thesis explores the English language learning experiences of ESOL(English for Speakers of Other Languages) participants from southern Spain, examining the interplay between language acquisition, cultural adaptation, andidentity transformation. Grounded in my own ESOL journey — shaped both inSpain and through immersion in an English-speaking context — the studyinvestigates how participants assign meaning to their L2 engagement acrossdiverse social settings, and how English becomes a tool for bothcommunication and personal reinvention. The research adopts a qualitative, narrative-based methodology. The datawere generated through in-depth interviews, small group discussions, andreflective journal entries with nine adult participants, all native Spanishspeakers. Crucially, the data …
Exploring And Increasing Women’S And Girls’ Recreational Ocean Access In A Coastal Community In The Tropical Majority, Florence Barraud
Exploring And Increasing Women’S And Girls’ Recreational Ocean Access In A Coastal Community In The Tropical Majority, Florence Barraud
School of Law, Humanities and Social Sciences Theses
Vast gender inequalities restrict women’s and girls’ access to ocean spaces, particularly in the tropical majority. Globally, 68% of women cannot swim, compared to 43% of men. In many coastal communities, women are key stewards of highly biodiverse yet vulnerable marine environments that people rely upon for food security, livelihoods, culture, and coastal protection. Being able to swim is imperative for enabling access to the dominant environment and a core recreational, educational, and economic space. This study aimed to explore and increase women’s and girls’ recreational ocean access in the Maldives, a tropical majority island nation.Utilising a pragmatic feminist approach, …
Safe Family Therapy Activities And The Emotional Well-Being Of Parents Of Autistic Children, Gamze Camci
Safe Family Therapy Activities And The Emotional Well-Being Of Parents Of Autistic Children, Gamze Camci
School of Law, Humanities and Social Sciences Theses
This thesis addresses a critical gap in the existing literature on the emotional well-being of parents of autistic children by applying SAFE family therapy activities grounded in the Narrative Attachment Therapy approach through a three-cycle action research design. Stage 1 involved 3 parents as primary participants, with their children present during selected sessions. Stage 2 included 2 families; the primary focus was on 3 parents across these families. Stage 3 engaged 5 therapists. Data were collected through interviews, diaries, questionnaires and therapy recordings. Data from interviews and journals were analysed thematically, whereas questionnaires were analysed idiographically. The first and second …
Designing An Interactive Digital Storytelling Tool To Enhance Key Stage 3 English Literacy: A Design-Based Research Study, Byung Jae Park
Designing An Interactive Digital Storytelling Tool To Enhance Key Stage 3 English Literacy: A Design-Based Research Study, Byung Jae Park
School of Law, Humanities and Social Sciences Theses
Although digital storytelling has transformative potential for language learning, its integration into Key Stage 3 (KS3) education remains unexplored. This thesis explores this topic by developing and evaluating an Interactive Storybook prototype designed for 11–14-year-old learners in a UK educational context.Using an interdisciplinary methodology that combines design-based research, the Delphi approach and constructivist grounded theory, this study involved three groups of experts – academic experts, practising educators and EdTech professionals – across three iterative development cycles. While the prototype was designed specifically for Key Stage 3 learners, the study employed a design appraisal approach instead of classroom piloting, with learner …
Exploring The Reading Motivation And Reading Experiences Of Secondary School Students With Dyslexia In England, Ahmet Kaan Alper
Exploring The Reading Motivation And Reading Experiences Of Secondary School Students With Dyslexia In England, Ahmet Kaan Alper
School of Law, Humanities and Social Sciences Theses
This research examines how a small group of secondary school students with dyslexia in England make sense of their reading experiences and motivation to read across school, home and everyday settings. It responds to concerns that literacy policy and practice foreground accuracy, speed and comparison, leaving limited space for reading for pleasure on students’ own terms. Drawing on Michel Foucault’s concepts, the study treats dyslexia and literacy as historically and institutionally produced categories and explores how discourses, norms and accountability regimes shape what counts as legitimate reading and a motivated reader. The research is grounded in a relativist ontology and …
Social And Emotional Experiences Of Higher Education Students With Dyslexia In Türki̇Ye And England: Exploring The Effect Of Context, Levent Yigit
School of Law, Humanities and Social Sciences Theses
This research study examined the social and emotional experiences of university students with dyslexia in Türkiye and England who had received an official diagnosis at some point in their lives. Findings were compared and the differing experiences in two different countries highlighted. Six students in Türkiye and five students in England participated in the study. To produce an in-depth subjective dataset capturing life-stories, a qualitative narrative approach was adopted. Three, and for some participants four, consecutive semi-structured interviews were conducted, with at least a one-week interval between each interview. The study adopted a longitudinal approach as each interview investigated students’ …
The Effects Of Altered Partial Pressures Of Gas On Cognitive And Neural Function, Daniel Graham
The Effects Of Altered Partial Pressures Of Gas On Cognitive And Neural Function, Daniel Graham
School of Psychology Theses
Oxygen is central to neural function, yet the precise mechanisms and effects by which varying oxygen levels, whether through Hypoxia, Hyperoxia, or Hyperbaric Oxygen Therapy (HBOT), shape cognition and brain activity remain incomplete. This thesis adopts a novel, multi-modal framework that integrates normobaric gas manipulations, cognitive testing, Transcranial Magnetic Stimulation (TMS), Electroencephalography (EEG), Functional Magnetic Resonance Imaging (fMRI), and HBOT to examine how gas and pressure variability influences cognitive, motor, and neural processes. Chapter 3 presents the findings of a preliminary experiment investigating normobaric oxygen manipulations on cognition. Standardised cognitive assessments revealed domain-general impairments (i.e. memory and executive function) under …
Outcomes And Implications Of Patients Included Vs. Excluded For Extracorporeal Cardiopulmonary Resuscitation After Initial Activation, Kevin George, Joshua B. Wiener, Michael Zacharias, Frank Forde, Yasir Abu-Omar, Colin Mccloskey
Outcomes And Implications Of Patients Included Vs. Excluded For Extracorporeal Cardiopulmonary Resuscitation After Initial Activation, Kevin George, Joshua B. Wiener, Michael Zacharias, Frank Forde, Yasir Abu-Omar, Colin Mccloskey
Division of Cardiology Faculty Papers
BACKGROUND: The aim of this study is to describe the implementation of a new Extracorporeal Cardiopulmonary Resuscitation (ECPR) program in Cleveland, Ohio, USA. We also provide a novel comparison of outcomes between patients cannulated vs excluded from cannulation for ECPR after initial field activation.
METHODS: A prospective observational study of ECPR activations between September 2021 and February 2025. Patients meeting initial eligibility criteria for out-of-hospital cardiac arrest (OHCA)-namely based on age, bystander-CPR, and initial shockable rhythm-were transported to the emergency department where the ECPR team completed cannulation based on further biochemical criteria. Medical records were used to collect data after …
Investigation Of A Global Mouse Methylome Atlas Reveals Subtype-Specific Copy Number Alterations In Pediatric Cancer Models., Melanie Schoof, Tuyu Zheng, Martin Sill, Roland Imle, Alessia Cais, Lea Altendorf, Alicia Fürst, Nina Hofmann, Kati Ernst, Dominik Vonficht, Kenneth Chun-Ho Chan, Tim Holland-Letz, Andreas Postlmayr, Ryo Shiraishi, Wanchen Wang, Alaide Morcavallo, Michael Spohn, Carolin Göbel, Judith Niesen, Levke-Sophie Peter, Franck Bourdeaut, Zhi-Yan Han, Yanxin Pei, Najiba Murad, Fredrik J. Swartling, Jessica Taylor, Monika Yadav, Garrett R. Gibson, Richard J. Gilbertson, Matthias Dottermusch, Rajanya Roy, Kornelius Kerl, Rainer Glass, Jiying Cheng, Martin A. Horstmann, Gerrit Wolters-Eisfeld, Haotian Zhao, Dominik Sturm, Viveka Nand Yadav, Louis Chesler, Simon Haas, William A. Weiss, Paul A. Northcott, Lena M. Kutscher, Ana Guerreiro Stucklin, Olivier Ayrault, Julia E. Neumann, Daisuke Kawauchi, David T W Jones, Kristian Pajtler, Ana Banito, Stefan M. Pfister, Ulrich Schüller, Marc Zuckermann
Investigation Of A Global Mouse Methylome Atlas Reveals Subtype-Specific Copy Number Alterations In Pediatric Cancer Models., Melanie Schoof, Tuyu Zheng, Martin Sill, Roland Imle, Alessia Cais, Lea Altendorf, Alicia Fürst, Nina Hofmann, Kati Ernst, Dominik Vonficht, Kenneth Chun-Ho Chan, Tim Holland-Letz, Andreas Postlmayr, Ryo Shiraishi, Wanchen Wang, Alaide Morcavallo, Michael Spohn, Carolin Göbel, Judith Niesen, Levke-Sophie Peter, Franck Bourdeaut, Zhi-Yan Han, Yanxin Pei, Najiba Murad, Fredrik J. Swartling, Jessica Taylor, Monika Yadav, Garrett R. Gibson, Richard J. Gilbertson, Matthias Dottermusch, Rajanya Roy, Kornelius Kerl, Rainer Glass, Jiying Cheng, Martin A. Horstmann, Gerrit Wolters-Eisfeld, Haotian Zhao, Dominik Sturm, Viveka Nand Yadav, Louis Chesler, Simon Haas, William A. Weiss, Paul A. Northcott, Lena M. Kutscher, Ana Guerreiro Stucklin, Olivier Ayrault, Julia E. Neumann, Daisuke Kawauchi, David T W Jones, Kristian Pajtler, Ana Banito, Stefan M. Pfister, Ulrich Schüller, Marc Zuckermann
Manuscripts, Articles, Book Chapters and Other Papers
Copy number alterations (CNAs) are hallmarks of cancer, yet investigation of their oncogenic role has been hindered by technical limitations and missing model systems. Here we generated a genome-wide DNA methylation and CNA atlas of 106 genetic mouse models across 31 pediatric tumor types, including 18 new models for pediatric glioma. We demonstrated their epigenetic resemblance to human disease counterparts and identified entity-specific patterns of immune infiltration. We discovered that mouse tumors harbor highly recurrent CNA signatures that occur distinctly based on the tumor subgroup and driving oncogene and showed that these CNAs share syntenic regions with the matching human …
Bovine Lactoferrin Maintains Antibacterial Effect Against Neonatal Escherichia Coli Septicaemia Isolates Despite The Presence Of Iron Acquisition Genes, Matthew Mayorga, Joshua Wheatley, Brianna N. Maldonado, Susana Chavez-Bueno
Bovine Lactoferrin Maintains Antibacterial Effect Against Neonatal Escherichia Coli Septicaemia Isolates Despite The Presence Of Iron Acquisition Genes, Matthew Mayorga, Joshua Wheatley, Brianna N. Maldonado, Susana Chavez-Bueno
Manuscripts, Articles, Book Chapters and Other Papers
Introduction. Escherichia coli is a dominant cause of neonatal sepsis for which no prevention measures currently exist. Lactoferrin (LF) is an iron-sequestering antibacterial protein that has been noticed to decrease neonatal late-onset sepsis.Hypothesis/Gap Statement. LF's effect on in vitro growth of neonatal E. coli clinical isolates causing septicaemia is unknown. The prevalence of iron acquisition virulence genes which contribute to pathogenicity outcomes in these strains has also not been described in detail.Aim. To evaluate bovine lactoferrin's (bLF) effects on the in vitro growth of neonatal septicaemia E. coli isolates, and to determine the presence of iron acquisition virulence …
Thwartings, Lee Anne Fennell
Thwartings, Lee Anne Fennell
Coase-Sandor Institute for Law & Economics Research Paper Series
No abstract provided.
Faith Tonic 1 And 2 Combined: Being A Series Of Articles By Different Writers, Exemplifying God's Dealings With Those Who Trust Him, L.L. Pickett
Heritage Material
No abstract provided.
Federated And Explainable Spiking Neural Networks For Fair And Privacy-Preserving Nail Disease Diagnostics, Ch Pavani Reddy, Krishnanaik Vankdoth
Federated And Explainable Spiking Neural Networks For Fair And Privacy-Preserving Nail Disease Diagnostics, Ch Pavani Reddy, Krishnanaik Vankdoth
Mansoura Engineering Journal
Automated nail disease diagnostics provide a non-invasive pathway for identifying underlying systemic health conditions; however, conventional centralized deep learning approaches often raise concerns related to privacy, fairness, and interpretability. Although the original NeuroNail-SNN framework demonstrated an energy-efficient and edge-ready diagnostic solution, its broader clinical adoption remained limited by unresolved trust, transparency, and ethical considerations. In this study, we propose the Federated and Explainable NeuroNail-SNN, which extends the original spiking neural architecture by integrating federated learning (FL), explainable artificial intelligence (XAI), fairness evaluation, and uncertainty quantification within a unified framework. Federated learning enables decentralized model training across hospitals and mobile clinics …
Event-Related Potential Variation In Response Accuracy: A Comparative Analysis Using Mne-Python, Akash Rajak, Sachin Umrao
Event-Related Potential Variation In Response Accuracy: A Comparative Analysis Using Mne-Python, Akash Rajak, Sachin Umrao
Mansoura Engineering Journal
Event-Related Potentials (ERPs) are extensively employed in the examination of neural responses linked with cognitive processing and changes in brain activity. In this work, we conducted a comparative analysis of ERPs on a publicly available EEG dataset (122 subjects, alcoholic and control groups) with the help of the MNE-Python framework. The 64 electrodes for EEG were placed according to the international 10 - 20 system, and EEG was sampled at a 256 Hz sampling rate over 1-second epochs. The preprocessing pipeline consisted of 1 - 40 Hz bandpass filtering, noise reduction, spectral computation, and ERP waveform analysis. Temporal neural activity …
Effect Of Load Variations On Power Quality And Ev Battery Performance In Vehicle-To-Grid System, Jitender Kaushal, Rahul Paswan
Effect Of Load Variations On Power Quality And Ev Battery Performance In Vehicle-To-Grid System, Jitender Kaushal, Rahul Paswan
Mansoura Engineering Journal
Vehicle-to-Grid (V2G) technology enables the exchange of electricity between electric vehicles (EVs) and the utility grid, helping improve the integration of renewable energy sources and the grid's flexibility. Load-dependent power quality disturbances can affect the performance and reliability of V2G systems, which in turn can negatively impact system and battery operation. This study investigates the effect of resistive, inductive and nonlinear loads on the electrical performance and battery behaviour of a bidirectional V2G system. A complete MATLAB/Simulink model was developed to investigate the grid voltage, current, frequency, THD and the battery voltage, current and state of charge. The model uses …
Reconfiguring Environmental Design Thinking: Artificial Intelligence As A Cognitive Partner In Sustainable Architecture – A Novel Hybrid Framework And Empirical Validation Study, Walaa Hussein Hussein Hanafi
Reconfiguring Environmental Design Thinking: Artificial Intelligence As A Cognitive Partner In Sustainable Architecture – A Novel Hybrid Framework And Empirical Validation Study, Walaa Hussein Hussein Hanafi
Mansoura Engineering Journal
This study develops and empirically validates a Hybrid Cognitive Design Framework (HCDF) that integrates artificial intelligence, parametric design, and environmental simulation as a cognitive partnership system for sustainable architectural design. The research addresses a gap in existing studies, which have largely focused on the functional benefits of AI while giving limited attention to its influence on designers’ cognitive and ethical decision-making. A quasi-experimental study was conducted with 30 architecture students divided into two groups: an HCDF-assisted group and a traditional design group. Participants were tasked with designing a self-sufficient residential neighbourhood in Toshka, Egypt. Data were collected using Think-Aloud Protocol …
Bibliography On Indigenous Rights In Canada, 1995-2025, Leslie Haddock, Kent Mcneil
Bibliography On Indigenous Rights In Canada, 1995-2025, Leslie Haddock, Kent Mcneil
All Papers
No abstract provided.
Hryniak’S Erosion: Summary Judgment In Ontario, Suzanne Chiodo, Gerard J. Kennedy, Alyssa S. King
Hryniak’S Erosion: Summary Judgment In Ontario, Suzanne Chiodo, Gerard J. Kennedy, Alyssa S. King
All Papers
No abstract provided.
The Intertemporal Law Doctrine’S Application To The Acquisition Of Colonies In The Americas, Kent Mcneil
The Intertemporal Law Doctrine’S Application To The Acquisition Of Colonies In The Americas, Kent Mcneil
All Papers
The intertemporal doctrine provides that international disputes have to be resolved in accordance with the international law that existed at the time the events giving rise to the dispute took place, not at the time the matter is adjudicated.1 It is thought to be impermissible to apply current standards to events that occurred in the past when different legal principles and rules were the norm. This doctrine applies as much to acquisition of colonies as to other international issues.2 So in order to determine whether a European nation acquired sovereignty over an overseas territory, it is necessary to determine and …
Nh 4-H Horse Quiz Bowl Packet, Unh Cooperative Extension
Nh 4-H Horse Quiz Bowl Packet, Unh Cooperative Extension
UNH Cooperative Extension
No abstract provided.
Do-Reflect-Apply In The Ring, Hannah Majewski
Do-Reflect-Apply In The Ring, Hannah Majewski
UNH Cooperative Extension
No abstract provided.
Can You Hear Me Now?, Daniel Gonzalez, Amanda Moore
Can You Hear Me Now?, Daniel Gonzalez, Amanda Moore
Faculty Publications
No abstract provided.
Harmonic Mitigation And Reactive Power Support Using Dpfc And Upfc In Grid‑Connected Solar Pv Systems: A Comparative Performance Evaluation, Abhishek Vashistha, Dharmbir Prasad, Rudra Pratap Singh
Harmonic Mitigation And Reactive Power Support Using Dpfc And Upfc In Grid‑Connected Solar Pv Systems: A Comparative Performance Evaluation, Abhishek Vashistha, Dharmbir Prasad, Rudra Pratap Singh
Mansoura Engineering Journal
Harmonic distortion, reactive power imbalance, and voltage instability represent major challenges regarding the power quality of grid-connected solar photovoltaic (PV) systems. Various recently developed flexible AC transmission system (FACTS) devices such as the unified power flow controller (UPFC) and distributed power flow controller (DPFC), however, have made them possible solutions but still do not provide a quantitative comparison in similar dynamic conditions. In this paper, comparative performance analysis of UPFC and DPFC in 3 MW grid connected solar PV system using Matlab Simulink is presented. The two controllers are affected by same disturbances, namely irradiance step change at t = …
Secondhand Books Industry Between Extinction And Challenges Of The New Millennium: Insights Urban And Architectural Considerations From Al-Azbakeya Book Market., Ahmed M. Selim, Heba M. Gaber, Nehal M. Elmahdy
Secondhand Books Industry Between Extinction And Challenges Of The New Millennium: Insights Urban And Architectural Considerations From Al-Azbakeya Book Market., Ahmed M. Selim, Heba M. Gaber, Nehal M. Elmahdy
Mansoura Engineering Journal
At the beginning of the 21st century, the printed and secondhand book industry has faced enormous challenges, particularly after the COVID-19 pandemic, when book consumers sought to engage directly with e-books. The Azbakeya Book Market in Egypt is one of the markets that confronts this challenge, while maintaining its distinctive historical character. This study aims to rehabilitate the secondhand book market in Al-Azbakeya district as a model that simulates the potential urban and sustainable architectural design strategies for reviving this industry. The study framework was comprised into four sections. First, "desk-based research" was conducted to discuss the secondhand book industry …
A Hybrid Geoid Model For The Perlis Region, Malaysia Based On Cadastral Reference Marks And A Geometric Approach, Muhammad Aiman Haiqal Abdul Malek, Muhammad Faiz Pa’Suya, Ramazan Alpay Abbak, Ami Hassan Md Din, Noorfatekah Talib
A Hybrid Geoid Model For The Perlis Region, Malaysia Based On Cadastral Reference Marks And A Geometric Approach, Muhammad Aiman Haiqal Abdul Malek, Muhammad Faiz Pa’Suya, Ramazan Alpay Abbak, Ami Hassan Md Din, Noorfatekah Talib
Mansoura Engineering Journal
This study presents the development of a high-resolution local geoid model for the Perlis region, Malaysia, using a geometric approach that integrates GNSS-levelling benchmarks with Cadastral Reference Mark (CRM) data. A total of 38 GNSS-levelling benchmarks were used as reference points, while 3,725 CRMs were incorporated to significantly enhance spatial coverage for geoid modelling. Orthometric heights at the CRM points were first determined by transferring heights from the reference benchmarks using gravimetric geoid information. Subsequently, geometric geoid heights were computed from the differences between ellipsoidal and orthometric heights. Five interpolation techniques were evaluated to generate the geometric geoid surface, namely …
Framing Inclusive Heritage Urbanism Reconfiguring Publicness In Mosque-Centered Precincts In Historic Cairo, Ghada Sayed Ghazala
Framing Inclusive Heritage Urbanism Reconfiguring Publicness In Mosque-Centered Precincts In Historic Cairo, Ghada Sayed Ghazala
Mansoura Engineering Journal
Mosque-centered precincts in historical cities face a continuous tension between touristic-led redevelopments, security management policies and urban life of commons. Recently in Historic Cairo state-led interventions occur in major mosque-centered settings with upgrading intent by enhancing visual order, crowd control and visitors’ experience, yet socio-spatial inclusivity stayed insufficiently incorporated in those implications. This study discourses this gap by initiating the Heritage Socio-spatial Inclusivity Framework (HSIF) to assess inclusivity across major mosque-centered realms – AL-Hussein Mosque & Al-Sayida Zeinab Mosque precincts -
HSIF synthesized urban design & heritage conservation concepts through indicators covering aspects like communal livability, users experience, governance & …
Smart Dynamic Concrete: Effect Of Coarse Aggregate Size Distribution On Fresh, Mechanical And Durability Properties, Venu Sipelli, Kamineni Aditya, Shravya Sripadapu
Smart Dynamic Concrete: Effect Of Coarse Aggregate Size Distribution On Fresh, Mechanical And Durability Properties, Venu Sipelli, Kamineni Aditya, Shravya Sripadapu
Mansoura Engineering Journal
SDC is a self-flowing concrete that demonstrates improved material efficiency through optimized aggregate gradation. Unlike SCC, which relies on high powder content for improved flowability, SDC provides improved flowability by optimized aggregate gradation, making it a promising alternative to SCC. This paper presents the fresh, mechanical, and durability performance of M40-grade SDC using OPC 53 grade cement, GGBS, CRF, and polycarboxylate-based superplasticizer. A constant cementitious content of 470 kg/m³ and water–cement ratio of 0.38 were maintained. The fresh, mechanical, and durability performances of SDC using three types of coarse aggregate combinations, namely, 70% 10 mm + 30% 20 mm, 75% …
Finite Element Analysis Of Multiscale Fgm Plate Using Modified Third Order Shear Deformation Theory, Ravi Kumar, Ajay Kumar
Finite Element Analysis Of Multiscale Fgm Plate Using Modified Third Order Shear Deformation Theory, Ravi Kumar, Ajay Kumar
Mansoura Engineering Journal
Present paper aimed to examine the static and dynamic response of a carbon nanotube (CNT) infused multiscale functionally graded (FGM) rectangular plate structure. A third-order shear deformation theory (TSDT) based on Reddy’s formulation with enforcing negligible transverse shear stresses at the outermost surface of the plate, is used. A nine-noded isoparametric element with 13 displacement variables per node is numerically investigated for finite element analysis. Using the Halpin-Tsai and homogeneous equation the elastic behaviour of the final material is obtained. The current result is first checked against a previously published result to validate the present mathematical model. The finite element …
Explainable Multi-Horizon Wind Power Forecasting Via Aquila-Optimized Machine Learning Models, Mostafa A. Abdelnaby, Nahla B. Abdel-Hamid, Eman M. El-Gendy, Mahmoud M. Saafan
Explainable Multi-Horizon Wind Power Forecasting Via Aquila-Optimized Machine Learning Models, Mostafa A. Abdelnaby, Nahla B. Abdel-Hamid, Eman M. El-Gendy, Mahmoud M. Saafan
Mansoura Engineering Journal
The inherently unpredictable nature of wind energy necessitates the development of sophisticated forecasting models to ensure grid stability and optimal distribution. In this research, we propose a novel and systematic approach to wind power forecasting (WPF) across diverse timescales. This approach leverages the power of various machine learning (ML) models, metaheuristic hyperparameter optimization, and utilizes explainable artificial intelligence (XAI). The developed methodology is based on the Aquila optimizer (AO), capable of automatically adjusting different ML models for four different time periods (30 minutes, 6 hours, 24 hours, and 36 hours) on the data collected from the Gabal El-Zayt wind power …
A Novel Superaug Adaptive Data Augmentation Strategy For Metabolic Syndrome Prediction: The First Egyptian National Cohort Study With Multi-National Comparison, Nihal Elsonny, Ashraf Elsharkawy, Abeer Tawakol, Amira Y. Haikal
A Novel Superaug Adaptive Data Augmentation Strategy For Metabolic Syndrome Prediction: The First Egyptian National Cohort Study With Multi-National Comparison, Nihal Elsonny, Ashraf Elsharkawy, Abeer Tawakol, Amira Y. Haikal
Mansoura Engineering Journal
Metabolic Syndrome (MetS) is a multifactorial disorder associated with an increased risk of cardiovascular disease, type 2 diabetes, and obesity-related complications. Early and accurate prediction of MetS remains challenging due to heterogeneous data sources, class imbalance, limited sample sizes in regional studies, and poor generalization across populations.
This study introduces a comprehensive machine learning framework for predicting MetS and its prognostic factors using two heterogeneous datasets: a newly collected Egyptian clinical cohort and the U.S.-based (NHANES) [CDC, 2023] dataset. For each dataset, multiple experimental pipelines are developed, integrating preprocessing, feature selection, data augmentation, hyperparameter tuning, and ensemble modeling. …