Big Data Analytics in IoT, social media, NLP, and information security: trends, challenges, and applications by Kamal Taha

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Red-KPLS Feature Reduction with 1D-ResNet50: Deep Learning Approach for Multiclass Alzheimer’s Staging by Syrine Neffati, Ameni Filali, Kawther Mekki, Kais Bouzrara

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THE EFFECTIVENESS OF THE DEVELOPMENT OF TERRITORIES IN THE STATE REGIONAL SYSTEM POLITICIANS by Natallia Gavkalova, Ludmila Avedyan, Oleksandr Akimov, Liudmyla Akimova, Victoria Belyavtseva

“…The study of the problem was carried out thanks to the application of methods of comparison, abstraction, analysis and generalization, as well as tabular and graphical modelling. …”
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Analysis of Satellite and In Situ Optical Proxies for PIC and POC During GEOTRACES GP15 and GP17‐OCE Transects From the Subarctic North Pacific to the Southern Ocean by Yunhao Li, James K. B. Bishop, Phoebe J. Lam, Daniel C. Ohnemus

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Robust Land-Surface Parameterisation for Repeated Topographic Surveys in Dynamic Environments with Adaptive State-Space Models by Daniel R. Newman, Yuichi S. Hayakawa

“…As a result, the ability to characterize the topographic surface and surface changes resulting from dynamic surface processes is undermined by the accumulation and propagation of uncertainty. …”
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Sensor-free, Camera-only: Low-cost multi-angle CPR skill assessments method based on computer vision by Longxin Liu, Cen Wu, Jiafeng Liu, Jiayi Yu, Meng Bi, Hong Yu

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Accelerated and accurate cervical cancer diagnosis using a novel stacking ensemble method with explainable AI by Md Ismail Hossain Siddiqui, Shakil Khan, Zishad Hossain Limon, Hamdadur Rahman, Mahbub Alam Khan, Abdullah Al Sakib, S M Masfequier Rahman Swapno, Rezaul Haque, Ahmed Wasif Reza, Abhishek Appaji

“…Additionally, Explainable AI (XAI) techniques were incorporated to ensure transparent and interpretable predictions, aiding clinicians in their decision-making processes. An interpratable web application was developed for real-time Pap smear analysis to reduce the diagnostic workload for pathologists by identifying high-risk samples. …”
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Impact of coastal currents and eddies on particle dispersion in the Baltic Sea: a Lagrangian approach to marine ecosystems by Saeed Hariri, Germo Väli, H. E. Markus Meier

“…These findings highlight the role of physical processes such as eddies, coastal currents and mesoscale structures in shaping species dispersal, nutrient cycling, and pollution transport. …”
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Automatic Weight-Bearing Foot Series Measurements Using Deep Learning by Jordan Tanzilli, Alexandre Parpaleix, Fabien de Oliveira, Mohamed Ali Chaouch, Maxime Tardieu, Malo Huard, Aymeric Guibal

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Fractal approach to geological and economic assessment of germanium-bearing lignites by O. I. Bilous, M. S. Burlutskyy

“…However, in the current climate of rapidly rising germanium prices, this approach must be reconsidered, as the volume of coal mined is of secondary importance and the economics of germanium depend on the ratio of processing costs to the current price of germanium. …”
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Rural Resilience Evaluation and Risk Governance in the Middle Reaches of the Heihe River, Northwest China: An Empirical Analysis from Ganzhou District, a Typical Irrigated Agricult... by Jing Huang, Dongqian Xue, Mei Huang

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Association Between Unaided Speech Perception in Noise and Hearing Aid Use Mediated by Perceived Benefit by Anthony Marcotti, Catherine Silva-Letelier, Javier Galaz-Mella, Alejandro Ianiszewski, Nicole B. Vargas, Eduardo Fuentes-López

“…These results underscore the potential value of including SPiN assessments in the HA fitting process and counseling strategies for older adults.…”
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Associations of dietary inflammatory index and composite dietary antioxidant index with erectile dysfunction and the mediating role of metabolic dysregulation: a cross-sectional an... by Lang Wang, Lang Wang, Can Wei, Can Wei, Junfeng Jing, Dawei Ni, Mingmin Shao, Jingxiong Chen, Wei Wu, Yanbin Zhang, Yanbin Zhang

“…The DII was constructed using 27 dietary components related to inflammatory potential, while the CDAI was built using six key minerals and vitamins. In the analysis, Spearman correlation, generalized linear models, and weighted logistic regression models were employed. …”
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Has the UK lost its position as a destination for world-leading clinical research? A comparative analysis of haematological cancer clinical trials performance before Brexit by Adrian Kilcoyne, Meena Arora, John Bolodeoku, Assem el Baghdady

“…However, the UK clinical trial performance metrics were negatively impacted for the UK compared with other European countries with respect to clinical trial application (CTA) process, timelines, ethics committee approvals, median time to start up and rate of non-enrolling sites. …”
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A storage model with random release rate for modeling exposure to food contaminants by Patrice Bertail, Stéphan Clémençon, Jessica Tressou

“…We also highlight the fact that theexposure process is generally not directly observable in practice and establisha validity framework for simulation-based statistical methods by couplinganalysis. …”
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What’s in it for citizen scientists? An analysis of participant’s gains from a democratisation perspective [version 2; peer review: 1 approved, 2 approved with reservations, 1 not... by Claudia Magdalena Fabian, Elisabeth Unterfrauner, Beatriz Garcia, Gary Hemming

“…In these initiatives, research processes do not rely solely on scientists’ but on citizens’ engagement likewise with benefits on both sides. …”
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Comprehensive analysis of kampo medicine utilization across all outpatient departments with a focus on anesthesiology department/pain clinic at Kyoto university hospital over 12 ye... by Karin Kato, Kaori Tsuyuki, Takuma Ohsuga, Akihiko Ueda, Miho Egawa, Masashi Ikuno, Neiko Ozasa, Kiyoaki Tanikawa

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A hybrid Hadoop-based sentiment analysis classifier for tweets associated with COVID-19 utilizing two machine learning algorithms: CNN, and fuzzy C4.5 by Fatima Es-sabery, Ibrahim Es-sabery, Junaid Qadir, Beatriz Sainz-de-Abajo, Begonya Garcia-Zapirain

“…The approach involves six steps: pre-processing to remove noisy data, vectorizing tweets with word embedding, extracting sentiment and contextual features using convolutional neural networks, fuzzifying outputs with a Gaussian fuzzifier to handle ambiguity, constructing a fuzzy tree and rule base using a fuzzy version of C4.5, and classifying tweets with fuzzy General Reasoning. …”
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Before-after, control-impact analysis of evidence for the impacts of water level on Walleye, Northern Pike and Yellow Perch in lakes of the Rainy-Namakan complex (MN, USA and ON, C... by James H Larson, Ryan P Maki, Benjamin A Vondra, Kevin E Peterson

“…The two control lakes often differed substantially from each other, such that if only one had been available our conclusions about the role of WL management on fisheries would be very different. In general, identifying cause-and-effect relationships in observational field data is very difficult, and the BACI analysis used here does not specify a causative mechanism, so co-occurring environmental and management changes may obscure the effect of WL management.…”
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Voices from the frontline: findings from a thematic analysis of a rapid online global survey of maternal and newborn health professionals facing the COVID-19 pandemic by Lenka Benova, Aduragbemi Banke-Thomas, Emma Radovich, Francesca L Cavallaro, Andrea Pembe, Oona Maeve Renee Campbell, Thomas van den Akker, Bouchra Assarag, Thérèse Delvaux, Mitsuaki Matsui, Alexandre Delamou, Wendy Jane Graham, Bosede Afolabi, Annettee Nakimuli, Louise Tina Day, Aline Semaan, Constance Audet, Elise Huysmans, Hannah Blencowe, Séverine Caluwaerts, Leonardo Chavane, Giorgia Gon, Peter Kascak, Sarah Moxon

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