Robust Classification of UWB NLOS/LOS Using Combined FCE and XGBoost Algorithms by Shoude Wang, Nur Syazreen Ahmad

“…Preliminary NLOS identification and classification are performed using Fuzzy Comprehensive Evaluation (FCE), with subsequent optimization of FCE weights via the Pattern Search algorithm (PSa). …”
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Comprehensive Review of Environmental Surveillance for Azole-Resistant <i>Aspergillus fumigatus</i>: A Practical Roadmap for Hospital Clinicians and Infection Control Teams by Masato Tashiro, Yuichiro Nakano, Tomoyuki Shirahige, Satoshi Kakiuchi, Ayumi Fujita, Takeshi Tanaka, Takahiro Takazono, Koichi Izumikawa

“…Our approach aims to enable accurate, ongoing evaluations of emerging resistance patterns, ensuring that institutions maintain efficient and adaptive programs. …”
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Human-Centric Cognitive State Recognition Using Physiological Signals: A Systematic Review of Machine Learning Strategies Across Application Domains by Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, Daniel Leff, James Kinross, George Mylonas

“…This systematic review analyses advancements in cognitive state recognition from 2010 to early 2024, evaluating 405 relevant articles from an initial pool of 2398 records identified through five databases: Scopus, Engineering Village, Web of Science, IEEE Xplore, and PubMed. …”
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Revolutionizing Utility of Big Data Analytics in Personalized Cardiovascular Healthcare by Praneel Sharma, Pratyusha Sharma, Kamal Sharma, Vansh Varma, Vansh Patel, Jeel Sarvaiya, Jonsi Tavethia, Shubh Mehta, Anshul Bhadania, Ishan Patel, Komal Shah

“…We searched PubMed and published research using the Google and Cochrane search engines to evaluate existing models of BDA that have been used for CVD prediction models. …”
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Epigenetic regulation of histone modifications in glioblastoma: recent advances and therapeutic insights by Li Zhang, Yang Yang, Yanchu Li, Chenyu Wang, Chenbin Bian, Hongbin Wang, Feng Wang

“…These challenges are attributed to the complexity of histone modification networks and the adaptive responses of the tumor microenvironment. …”
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Intelligent Classifier for Identifying and Managing Sheep and Goat Faces Using Deep Learning by Chandra Shekhar Yadav, Antonio Augusto Teixeira Peixoto, Luis Alberto Linhares Rufino, Aedo Braga Silveira, Auzuir Ripardo de Alexandria

“…The aim of this work is to automatically identify individual sheep or goats based on their physical characteristics including muzzle pattern, coat pattern, or ear pattern. The proposed intelligent classifier was built on the Roboflow platform using the YOLOv8 model, trained with 35,204 images. …”
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A Review of Unmanned Aerial Vehicle Based Antenna and Propagation Measurements by Venkat R. Kandregula, Zaharias D. Zaharis, Qasim Z. Ahmed, Faheem A. Khan, Tian Hong Loh, Jason Schreiber, Alexandre Jean René Serres, Pavlos I. Lazaridis

“…This paper highlights various UAV applications, from testing large–scale antenna arrays, such as those used in the square kilometer array (SKA), to evaluating channel models for 5G/6G networks. Additionally, the review discusses technical challenges, such as positioning accuracy and antenna alignment, and it provides insights into the latest advancements in portable measurement systems and antenna designs tailored for UAV use. …”
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Knowledge mapping and emerging trends in pediatric hemiplegia research: a bibliometric study spanning 1982–2025 by Xiaoli Li, Ya Guo, Lingchuan Niu

“…This bibliometric analysis aimed to evaluate research trends, collaboration patterns, and emerging topics in pediatric hemiplegia research.MethodsPublications were retrieved from the Web of Science Core Collection database spanning from 1982 to 2025. …”
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Toward AI-Augmented Formal Verification: A Preliminary Investigation of ENGRU and Its Challenges by Chanon Dechsupa, Teerapong Panboonyuen, Wiwat Vatanawood, Praisan Padungweang, Chakchai So-In

“…Both RNNs and state-space graphs help evaluate discrete-time systems within this formal framework. …”
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Performance Optimization and Field Validation of Post-Grouting Geopolymer Materials for Pile Foundations: Microstructural Insights and Environmental Durability by Chongchong He, Zhen Xu, Jing Wang, Pan Li, Yangyang Xia, Chao Zhang, Zhenpeng Chen, Wei He

“…The grout distribution pattern on the pile side exhibited a “compaction-splitting” mechanism. …”
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A Study on CNN-Based and Handcrafted Extraction Methods with Machine Learning for Automated Classification of Breast Tumors from Ultrasound Images by Mohamed Benaouali, Mohamed Bentoumi, Mansour Abed, Malika Mimi, Abdelmalik Taleb-Ahmed

“… In this paper, we present an efficient procedure for automatically classifying ultrasound images of benign and malignant breast tumors. We evaluated our approach using four openly available datasets and investigated two categories of feature extraction methods: handcrafted methods (Local Binary Pattern (LBP), Histogram of Oriented Gradients (HOG)) and methods based on convolutional neural network (CNN) models. …”
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The contribution of integrated and non-integrated pig farms to epidemiological dynamics of porcine reproductive and respiratory syndrome virus in Italy by M. Ustulin, D. Vio, C. Targhetta, C. Zanon, L. Ferino, G. Faustini, G. Franzo

“…Geographical migration patterns and environmental factors influencing viral dispersal were evaluated. …”
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Asymmetric representation of symmetric semantic information in the human brain by Jiaxin Wang, Kiichi Kawahata, Antoine Blanc, Naoya Maeda, Shinji Nishimoto, Satoshi Nishida

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Exploring the interplay between LDHA and ABCC1 in breast cancer using computational approach by Bader Alshehri

“…GeneMANIA and STRING databases were used to explore gene–gene and protein–protein interaction networks, while KM Plotter evaluated survival correlations. …”
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Integrating brain-inspired computation with big-data analytics for advanced diagnostics in neuroradiology by Senthil Kumar, J. Ramprasath, V. Kalpana, Manikandan Rajagopal, Maheswaran S, Rupesh Gupta

“…BDA-D discovers important patterns from high-dimensional neuroimaging data through biologically inspired neural networks, reaching a remarkable diagnosis accuracy of 97.18%. …”
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Indirect feedback as a tool for identifying academic misconduct: a cross-sectional multicentral study among medical students by Haitao Tang, Xufeng Wan, Wen Zeng

“…Statistical analyses were performed using SPSS, employing chi-square tests to evaluate associations between demographic variables and reported observations. …”
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Global research trends in sarcopenia: a bibliometric analysis of exercise and nutrition (2005–2025) by Runqian Zhang, Jiaxin Wang, Huijuan Xi, Yue Cheng, Bei Han

“…CiteSpace and VOSviewer were employed to visualize research trends through analysis of annual publications, keyword evolution, journal contributions, author networks, country/regional distributions, institutional collaborations, citation patterns, and high-frequency terminology.ResultsThe analysis included 886 publications demonstrating a consistent upward trajectory in annual output. …”
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MicroRNA-1303 in cancer pathogenesis and therapy: clinical implications for biomarker development and targeted treatment strategies by Lingzi Zheng, Ling Hu, Bita Badehnoosh

“…We explore the molecular mechanisms and signaling pathways modulated by miRNA-1303, including its interaction with oncogenes, tumor suppressors, and key cellular networks like PI3K/AKT, Wnt/β-catenin, and MAPK pathways. …”
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Driving factors and management strategies for water quality improvement in Fuxian Lake, China: A case study on ecological restoration and sustainable management of plateau lakes by Huimei Wang, Nuruol Syuhadaa Mohd

“…By using a mixed-methods approach that integrates 34-year monitoring data (1990–2024) with principal component analysis (PCA), Statistical trend analyses (Mann-Kendall test with Sen’s slope), combined with geospatial visualization (GIS, kriging interpolation), Correlation networks (Pearson) and constrained ordination (Redundancy Analysis, RDA), we quantified the temporal-spatial dynamics of water quality parameters (TN, TP, COD), pinpointed dominant pollution pathways, and evaluated the cumulative efficacy of policy interventions versus climatic drivers. …”
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Use of the electronic nose to monitor the influences of modified atmosphere packaging on the storage of contaminated garlic by Alireza Makarichian, Ebrahim Ahmadi, Reza Amiri Chayjan, Doostmorad Zafari, Seyed Saeid Mohtasebi

“…Also, the non-destructive technology of the electronic nose (E-Nose) was used as a complementary solution in garlic quality monitoring. The data were evaluated by the Analysis of Variance (ANOVA), Principal Component Analysis (PCA), Backpropagation Neural Network (BPNN), Linear Discriminant Analysis (LDA), and Partial Least-Squares Regression (PLSR) methods. …”
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