Machine Learning-Based Security Solutions for IoT Networks: A Comprehensive Survey by Abdullah Alfahaid, Easa Alalwany, Abdulqader M. Almars, Fatemah Alharbi, Elsayed Atlam, Imad Mahgoub

“…However, IoT security remains a significant challenge due to vulnerabilities related to data breaches, privacy concerns, cyber threats, and trust management issues. …”
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Characterizing inquiry-based science classroom learning environments—generative or replicative—using teachers’ epistemic orientations: a qualitative study by Eric Antwi Akuoko, Gavin W. Fulmer, Brian Hand, Jee Suh, Grant Gardner

“…Future research could explore the synergy of all the data sets by adopting a multi-perspective approach for their study.…”
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Pro-democracy platform advocacy: Resisting Big Tech-mediated authoritarianism in Southeast Asia [version 2; peer review: 2 approved] by Tuwanont Phattharathanasut, Mai Van Tran, Haymarn Soe Nyunt, Nalinthip Ekapong, Lewis Young

“…We conduct an exploratory mixed methods analysis of an original dataset of 38 semi-structured expert interviews, 6000 Facebook posts, and relevant Meta’s Transparency Reports. …”
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Fuel detection in forest environments training deep learners with smartphone imagery by F. Pirotti, F. Pirotti, A. Carmelo, E. Kutchartt, E. Kutchartt, E. Kutchartt

“…Unmixing mixtures in images is one of the challenges for extracting information from data. Forest environments are particularly complex due to the relatively irregular structure of trees, shrubs and low vegetation. …”
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Research on the Characteristics of Wind， Temperature， and Humidity in the Lower Atmosphere at Zhongshan Station in Antarctica in Summer by Yang HUA, Hong WANG, Yubin LI, Qizhen SUN, Rui WANG, Zhiqiu GAO

“…This study examines observational data of the lower atmosphere during the summer seasons at the Antarctic Zhongshan Station from November 2018 to February 2019 and December 2019.It explores the profile characteristics and diurnal variations of meteorological elements， as well as inversions and jets at the station.The wind analysis reveals that the station experiences predominant winds from the east to northeast directions.Wind speeds increase sharply with altitude， peaking at approximately 1.2 kilometers in the morning and 0.8 kilometers in the afternoon， with lower speeds observed later in the day， possibly due to the development of downslope winds and enhanced turbulent mixing from thermal convection.Low-level jets are mostly concentrated in the speed range of 8~12 m·s-1 and at altitudes between 800~1600 m， with multiple layers of jets identified.Temperature observations show the presence of a superadiabatic layer near the surface， with potential temperature gradually rising above this layer up to 3000 m， indicating a stable atmospheric structure.Further analysis of inversion layers demonstrates significant diurnal variations， with thicker and closer-to-ground layers in the morning and thinner but more intense layers in the afternoon， influenced by solar radiation and turbulence intensity.Multiple inversion layers corresponding to multiple jets are also observed， highlighting the connection between inversions and wind shear induced by jets.Humidity analysis indicates a decrease in specific humidity with altitude， particularly pronounced below 250 m.Specific humidity levels are lower in the afternoon compared to the morning up to 250 m.The study of humidity stratification reveals that the heights of maximum gradient changes in specific humidity coincide with the heights of inversion layers and low-level jets.…”
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Culinary Arts: A Motivator Towards Community-Based Festival Attendance and Sustainability by Ibraheem Kukoyi, Abioye Adedipe, Tajudeen Yusuf, Opeyemi Ijaya

“…Convenience sampling method was further used to select 100 festivals attendees, making a total of 150 respondents and a structured close-ended questionnaire was administered for data gathering. …”
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Exploring the pharmacist's role in regional, rural, and remote kidney transplant care: Perspectives of health professionals and transplant recipients by Tara K. Watters, Nicole J. Scholes-Robertson, Andrew J. Mallett, Beverley D. Glass

“…Six role theory constructs were identified from the data with regards to the pharmacist's role: role identity, role ambiguity, role overload, role overqualification, role underqualification, and role insufficiency. …”
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Core Outcome Set development for LEPtospirosis trials (COS-LEP): a study protocol to develop a core outcome set for the evaluation of clinical therapeutic interventions for human l... by Nathaniel Lee, Chris Smith, Robin Bailey, Koya Ariyoshi, Sarah Smith, Nick Black, Tansy Edwards

“…This will not only be a key feature in the design of a future definitive randomized controlled trial, but also provide a structure for clinicians and researchers collecting treatment cohort data in the various settings where leptospirosis is a public health issue.…”
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Decile-based index drought insurance to help improve income stability for wheat producers in Australia by Jonathan Barratt, Jarrod Kath, Brian Collins, Shahbaz Mushtaq, Duc-Anh An-Vo

“…The impact of drought on farm income was assessed, and the effectiveness of the proposed insurance structure was evaluated in terms of income stability and financial utility. …”
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A distributed hybrid physics–AI framework for learning corrections of internal hydrological fluxes and enhancing high-resolution regionalized flood modeling by N. N. T. Huynh, P.-A. Garambois, B. Renard, F. Colleoni, J. Monnier, H. Roux

“…The first dataset involves 235 catchments in France, used for local calibration–validation and model structure comparisons between the classical Génie Rural (GR)-like model and the hybrid approach. …”
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Identification and characterization of native arbuscular mycorrhizal fungi in plants growing under organic and conventional farming conditions in Oman by Ali Al-Hinai, Rhonda Janke, Ewald Sieverding, Muhammad Farooq, Daniel Menezes-Blackburn

“…Although arbuscular mycorrhizal fungi (AMF) are widespread in both natural and agricultural environments, their biodiversity and community structure are not well understood. This is particularly true for the influences of different farming practices on their taxonomic distribution. …”
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Perspectives of push-pull-mooring effects on a desire for switching to alternative crops among tobacco farmers in Thailand: A qualitative study by Chakkraphan Phetphum, Artittaya Wangwonsin, Atchara Prajongjeep, Saksin Simsin

“…Data were recorded and transcribed verbatim in Thai and subsequently translated into English. …”
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Adverse Effects of Nonsteroidal Anti-inflammatory Drugs in Pediatrics: Case Series According to the Doctor Reports in Republic of Crimea through 2010 to 2018 by Alexandr V. Matveev, Anatoly E. Krasheninnikov, Elena A. Egorova, Elena I. Konyaeva, Ksenia N. Koryanova

“…Meanwhile, the monitoring of adverse effects (AEs) of this drug class and analysis of AEs structure in pediatrics is essential. Our aim was to study AEs related to NSAIDs in children. …”
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Tourism disaster management dilemmas: Insights from Mandalika, Indonesia by Roni Ekha Putera, Aqil Teguh Fathani, Sari Lenggogeni, Asrinaldi

“…The results show that the tourism disaster management (TDM) situation in Mandalika faces a complex dilemma because the governance structure is centralized in the national tourism authority, thus limiting the role of the community and local authorities. …”
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Self-Care Practices and Perspectives in Managing Coronary Heart Disease Patients: A Qualitative Study by Setyowati Setyowati, Aria Wahyuni, Hananto Adriantoro, Kasiyah Junus, Eric Umar, Nelsensius Klau Fauk, Hidayat Arifin

“…<b>Methods</b>: A qualitative design employing semi-structured interviews and a focus group discussion was used. …”
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IMPROVING AWARENESS OF INTERNET SECURITY AND ETHICS AMONG STUDENTS AT SMA NEGERI 2 MRANGGEN by Muhammad Naufal, Novianto Nur Hidayat, Gustina Alfa Trisnapradika, Harun Al Azies

“…The program utilized a structured methodology consisting of outreach, training, and evaluation stages conducted in a hands-on environment within the school's computer laboratory. …”
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The Role of Pulmonary Genetic Variations in the Pathogenesis of Pediatric Postinfectious Bronchiolitis Obliterans by Sedef Narin Tongal, Gülsüm Kayhan, Özge Yılmaz, Merve Öçalan, Hasan Yüksel

“…In all but one, a wide range of variations genes related to both pulmonary structure and function were identified. The genes identified included those related to primary ciliary dyskinesia (DNAH genes), surfactant metabolism disorder (ABCA3, CSF2RB), pulmonary fibrosis (MUC5B, SFTP), and bronchiectasis (SCNN1B). …”
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Knowledge, Attitude and Willingness Towards Organ Donation among People Attending Out Patient Departments of a Tertiary Care Hospital, West Bengal: A Cross-sectional Study by Bobby Syiemlieh, Obangkokla O, Mousumi Khatun, Poonam Joshi, Latha T, Jamuna R Rani, Ajay Mallick

“…The participants were interviewed using structured questionnaires on knowledge, attitude and willingness towards organ donation. …”
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Lossy DICOM conversion may affect AI performance by Robin Sebastian Mayer, Fabian Fliedner, Ingvild Frøberg Mathisen, Anna Laib, Julia Bein, Marco Eichelberg, Peter J. Wild, Nadine Flinner

“…After conversion no human perceptible differences were present between the images, nevertheless they were not identical and had structure similarity indices (SSIM) of ~ 0.85 to ~ 0.96 on average, while the vendor specific converter in general achieved higher values. …”
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Geomorphological and Geological Characteristics Slope Unit: Advancing Township-Scale Landslide Susceptibility Assessment Strategies by Gang Chen, Taorui Zeng, Dongsheng Liu, Hao Chen, Linfeng Wang, Liping Wang, Kaiqiang Zhang, Thomas Glade

“…This is accomplished by integrating geomorphological features, such as slope gradient and aspect, with geological features, including lithology, slope structure types, and disaster categories, to develop a process for extracting slope units based on both geomorphological and geological characteristics. …”
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