Hybrid Learning Model for intrusion detection system: A combination of parametric and non-parametric classifiers by C. Rajathi, P. Rukmani

“…The HLM, as proposed, enhances the adaptability and robustness of the model by combining non-parametric and parametric models. …”
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COLLABORATIVE ONLINE INTERNATIONAL LEARNING: SUGGESTIONS FOR UKRAINIAN MEDICAL EDUCATION AND INTERDISCIPLINARY COOPERATION by Yu.V. Lysanets, J. Ward, C. Zhang, T. Downing, O.M. Bieliaieva

“…The emphasis on cultural immersion, global perspectives, and the adaptability of the projects make COIL a promising direction for enriching both students and staff within the Ukrainian higher education framework. …”
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How bumblebees manage conflicting information seen on arrival and departure from flowers by Marie-Geneviève Guiraud, HaDi MaBouDi, Joe Woodgate, Olivia K. Bates, Oscar Ramos Rodriguez, Vince Gallo, Andrew B. Barron

“…Abstract Bees are flexible and adaptive learners, capable of learning stimuli seen on arrival and at departure from flowers where they have fed. …”
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An explanatory model of suicidal ideation based on family functionality and mental health problems: A cross-sectional study of medical students by Leslie Aguilar-Sigueñas, David Villarreal-Zegarra

“…We used Family Cohesion and Adaptability Evaluation Scale (FACES-III), Family Communication Scale, Family Satisfaction Scale, Depression Anxiety and Stress Scales (DASS-21), and the Scale for Suicide Ideation – Worst (SSI-W). …”
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Learning-induced sensory plasticity of mouse olfactory epithelium by A. V. Romashchenko, Р. Е. Kireeva, M. В. Sharapova, Т. A. Zapara, A. S. Ratushnyak

“…However, evidence is accumulating that some forms of learning can in fact drive stimulus­specifc changes very early in sensory systems, including not only primary sensory cortices but also precortical structures and even the peripheral sensory organs themselves. …”
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Geriatric rehabilitation in the Netherlands and their preparedness for the increase in older adults: a scoping review by Hanne Jacomijntje van de Haar, Maria Nordheim Alme

“…There is a clear need for ongoing adaptations and developments in healthcare policy and practice to meet the needs of an aging population and ensure equitable access to rehabilitation services in the Netherlands. …”
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Multi-label classification with deep learning techniques applied to the B-Scan images of GPR by El Karakhi, Soukayna, Reineix, Alain, Guiffaut, Christophe

“…Three deep learning models: VGG-16, ResNet-50 and adapted CNN were used as pre-trained models for transfer learning. …”
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Comparison of Brain-Behavioral Systems, Decision Making Styles and Cognitive Emotion Regulation in Adults with and without ADHD by Asiyeh Vakia, Reza Soltani Shal, Abbas Abolghasemi

“…However, a significant difference was observed between the two groups regarding the rational, intuitive, dependent, impulsive, and avoidant components of cognitive decision-making.Additionally, maladaptive emotion regulation strategies were more prevalent in adults with ADHD compared to those without the condition; however, adaptive emotion regulation strategies were found to be equally utilized by both groups.Discussion and conclusion: The findings of this study provide evidence for the psychopathology of Attention Deficit Hyperactivity Disorder (ADHD) in adults and highlight the role of cognitive variables in this disorder.These findings indicate that decision-making styles and cognitive emotion regulation are among the variables that influence adult ADHD. …”
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Time-Series Change Detection Using KOMPSAT-5 Data with Statistical Homogeneous Pixel Selection Algorithm by Mirza Muhammad Waqar, Heein Yang, Rahmi Sukmawati, Sung-Ho Chae, Kwan-Young Oh

“…Statistical homogeneous pixels (SHPs) were extracted to identify stable targets, and coherence-based analysis was employed to quantify temporal decorrelation and detect changes. Adaptive thresholding and morphological operations refined the detected changes, while small-segment removal mitigated noise effects. …”
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The effect of responses to vernalization, photoperiodism, and earliness per se of barley accessions from Dagestan on the duration of the period from shooting to heading by I. A. Zveinek, R. A. Abdullaev, B. A. Batasheva, E. E. Radchenko

“…Such studies make it possible to identify valuable adaptable plant forms in the barley germplasm collection for further use in breeding practice.Materials and methods. …”
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Prevalence of Glenohumeral Internal Rotation Deficit in Fast Bowlers and Its Correlation with Bowling Speed by Suresh Perumal

“…This is a performance adaptation to achieve greater ball speeds. Cricket fast bowling also involves a high workload of repetitive shoulder activity to propel the ball at faster speeds. …”
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Cost–consequence analysis of COPD treatment according to NICE and GOLD recommendations compared with current clinical practice in the UK by Jennifer K Quint, Helene Vioix, Toby Capstick, Sue Langham, Jennifer Cook, Antony Wright, Shamika de Silva

“…Objectives The objective of this study was to model the clinical and economic impact of adapting current clinical practice in the management of patients with chronic obstructive pulmonary disease (COPD) to treatment according to national and international guideline recommendations.Design Treatment mapping was undertaken to hypothetically redistribute patients from current clinical practice, representing actual prescribing patterns in the UK, to an alternative recommendation-based treatment scenario, representing prescribing in accordance with either National Institute for Health and Care Excellence (NICE) guidance [NG115] or Global Initiative for Chronic Obstructive Lung Disease (GOLD) 2020 strategy.Setting Primary care practices in the UK (1-year time horizon).Participants Adults with COPD undergoing long-acting inhaler maintenance therapy in the UK (N=1 067,531).Interventions Inhaler maintenance therapy.Outcome measures Costs and clinical outcomes (type of treatment, rates of moderate and/or severe exacerbations, and mild-to-moderate and/or severe pneumonia events) were modelled for the two alternative pathways.Results Compared with current clinical practice, treating patients according to NICE guidance resulted in an estimated annual reduction in expenditure of £46.9 million, and an estimated annual reduction in expenditure of over £43.7 million when patients were treated according to GOLD 2020 strategy. …”
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Research on Multiattribute Comprehensive Evaluation of Intelligent Judicial Decision System by Gang Zhao, Jifa Wang, Huibin Shi

“…The final experimental results show that the evaluation results of the model are reasonable and consistent with the actual situation, which verifies the adaptability of the combined weighted attribute recognition model in the multiattribute comprehensive evaluation of intelligent judicial judgment system. …”
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Assessing the impact on mode competitiveness of improvements of the Trans-Eurasian railway network by Seyed Mohseni, Edwin van Hassel, Thierry Vanelslander

“…The third and main question of the paper is on whether the land bridge by rail would cost-wise be competitive enough to favour a large shift from sea to land. An adapted version of a chain cost model applied to seven city pairs shows that the cost of the maritime solution is notably higher the further away from the coast origin and/or destination are located. …”
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Chitosan’s Ability to Remove the Smear Layer—A Systematic Review of Ex Vivo Studies by Ana Ferreira-Reguera, Inês Ferreira, Irene Pina-Vaz, Benjamín Martín-Biedma, José Martín-Cruces

“…The risk of bias was evaluated by adapting the risk of bias assessment used in a previous study. …”
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Future elementary school teachers’ research culture formation employing individual assignments by Dauren Buribayev, Gulshat Bakhtiyarova, Assan Tuxanbayev

“…Studied the level of motivation as a predictor of the research culture of students adapted and conducted a survey on the questionnaire of creative teaching, as well as self-assessment of students in solving research problems. …”
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The genus Entomophthora: bringing the insect destroyers into the twenty-first century by Carolyn Elya, Henrik H. De Fine Licht

“…We discuss evidence for Entomophthora’s adaptation to growth exclusively inside insects, such as producing wall-less hyphal bodies and a unique set of subtilisin-like proteases to penetrate the insect cuticle. …”
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Prediction of Current and Future Distributions of Chalcophora detrita (Coleoptera: Buprestidae) Under Climate Change Scenarios by Arif Duyar, Muhammed Arif Demir, Mahmut Kabalak

“…An ensemble model was created by using 11 different algorithms (Artificial Neural Network, Classification Tree Analysis, eXtreme Gradient Boosting, Flexible Discriminant Analysis, Generalised Additive Model, Generalised Boosting Model, Generalised Linear Model, Multivariate Adaptive Regression Splines, Maximum Entropy, Random Forest, Surface Range Envelope) to predict the potential suitable habitats of C. detrita. …”
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Unsupervised detection of novel SARS-CoV-2 mutations and lineages in wastewater samples using long-read sequencing by Ignacio Garcia, Rasmus K. Riis, Line V. Moen, Andreas Rohringer, Elisabeth H. Madslien, Karoline Bragstad

“…The methodology described in this paper is easily adaptable to other pathogens, offering a versatile tool for environmental surveillance of new emerging pathogens.…”
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Dissemination of Evidence-Based Recommendations for Sickle Cell Disease to Primary Care and Emergency Department Providers in North Carolina: A Cost Benefit Analysis by Paula Tanabe, Audrey L. Blewer, Emily Bonnabeau, Hayden B. Bosworth, Denise H. Clayton, Nancy Crego, Marian F. Earls, Kern Eason, Grayson Forlines, Gary Rains, Matthew Young, Nirmish Shah

“…**Methods:** The SCD toolbox was adapted from the National Heart, Lung, and Blood Institute recommendations. …”
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