Imported Typhoid Fever in Romania Between 2010 and 2024 by Dragos Stefan Lazar, George Sebastian Gherlan, Simin Aysel Florescu, Corneliu Petru Popescu, Maria Nica

“…Background/Objectives: Although a “forgotten” disease in developed countries, typhoid fever remains a significant global health problem, especially in regions with inadequate sanitation and overcrowding. …”
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EDPNet: A Transmission Line Ice-Thickness Recognition End-Side Network Based on Efficient Dynamic Perception by Yangyang Jiao, Yu Zhang, Yinke Dou, Liangliang Zhao, Qiang Liu

“…Then, a lightweight deep fusion module (LDFM) is designed, which combines the attention mechanism with different features to enhance the information interaction between the encoder and decoder. …”
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DDANet: A deep dilated attention network for intracerebral haemorrhage segmentation by Haiyan Liu, Yu Zeng, Hao Li, Fuxin Wang, Jianjun Chang, Huaping Guo, Jian Zhang

“…Additionally, the authors incorporate a self‐attention mechanism to capture global semantic information of high‐level features to guide the extraction and processing of low‐level features, thereby enhancing the model's understanding of the overall structure while maintaining details. …”
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CM-YOLO: Typical Object Detection Method in Remote Sensing Cloud and Mist Scene Images by Jianming Hu, Yangyu Wei, Wenbin Chen, Xiyang Zhi, Wei Zhang

“…However, the degradation and loss of features caused by the obstruction of cloud and mist elements still pose a challenging problem for this technology. …”
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A Lightweight Citrus Ripeness Detection Algorithm Based on Visual Saliency Priors and Improved RT-DETR by Yutong Huang, Xianyao Wang, Xinyao Liu, Liping Cai, Xuefei Feng, Xiaoyan Chen

“…Therefore, LightSal-RTDETR effectively solves the citrus ripeness detection problem in orchard scenes with high complexity, offering an efficient solution for smart agriculture applications.…”
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Acoustic Emission Characteristics of Galling Behavior from Dry Scratch Tests at Slow Sliding Speed by Timothy M. Devenport, Ping Lu, Bernard F. Rolfe, Michael P. Pereira, James M. Griffin

“…This research has explored feature selection using <i>t</i>-tests, linear regression models, and cluster analysis of the data. …”
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Spectral–spatial mamba adversarial defense network for hyperspectral image classification by Zhongqiang Zhang, Ye Wang, Dahua Gao, Haoyong Li, Guangming Shi

“…Finally, a spectral spatial feature enhancement module is designed to adaptively enhance useful spectral spatial features of HSI. …”
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Corner Enhancement Module Based on Deformable Convolutional Networks and Parallel Ensemble Processing Methods for Distorted License Plate Recognition in Real Environments by Sehun Kim, Seongsoo Cho, Jangyeop Kim, Kwangchul Son

“…This paper proposes a new approach to solve the license plate recognition problem in such unconstrained environments. To accurately recognize text on distorted license plates, it is crucial to precisely locate the four corners of the plate and correct the distortion. …”
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Improved Target Signal Source Tracking and Extraction Method Based on Outdoor Visible Light Communication Using an Improved Particle Filter Algorithm Based on Cam-Shift Algorithm by Zhipeng Liu, Weipeng Guan, Shangsheng Wen

“…Accordingly, the proposed algorithm can be applied to the outdoor-VLC system with various environmental interferences, and can realize the actual first step of communication in VLC system based on image sensor well, laying a foundation for feature extraction, data transmission and other subsequent steps.…”
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AE-XGBoost: A Novel Approach for Machine Tool Machining Size Prediction Combining XGBoost, AE and SHAP by Mu Gu, Shuimiao Kang, Zishuo Xu, Lin Lin, Zhihui Zhang

“…Grey correlation analysis (GRA) and principal component analysis (PCA) were used to reduce the dimensions of the original data features, and the synthetic minority overstimulation technique of the Gaussian noise regression (SMOGN) method was used to deal with the problem of data imbalance. …”
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DBN Classifier for Classification of Benign and Malignant Solitary Pulmonary Nodule by LIU Lu, YANG Pei-liang, SUN Wei-wei, ZHOU Yang, ZHAO Hong-yuan

“…Before this team work，768 dimensional feature space is obtained by multi-resolution histograms of SPN image． …”
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Large-Scale Point Cloud Semantic Segmentation with Density-Based Grid Decimation by Liangcun Jiang, Jiacheng Ma, Han Zhou, Boyi Shangguan, Hongyu Xiao, Zeqiang Chen

“…The proposed framework helps alleviate the problem of uneven density distribution and improves computational efficiency. …”
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Accelerating Energy Forecasting with Data Dimensionality Reduction in a Residential Environment by Rafael Gonçalves, Diogo Magalhães, Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar

“…However, retraining regression models with lookback windows large enough to capture energy patterns is computationally expensive, as increasing the number of features leads to longer training times. To address this problem, we propose an approach that guarantees fast convergence through dimensionality reduction. …”
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A Search-Based Domain Adaptation Network for Fault Diagnosis of Rotating Machinery Under Cross-Operating Conditions by Jiaqi Zhang, Hua Sun, Tong Yuan

“…First, we employ a wide-kernel deep residual network as a feature extractor to extract features from the data of different domains. …”
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Impact of the Guard Rings on Self-Induced Signal and Leakage Current in Trench-Isolated Low Gain Avalanche Diodes by Gordana Lastovicka-Medin, Gregor Kramberger, Jiri Kroll, Mateusz Rebarz

“…To our best knowledge, the latter problem has not been investigated yet.…”
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Anisotropic metric-based mesh adaptation for ice flow modelling in Firedrake by D. Dundovic, J. G. Wallwork, S. C. Kramer, F. Gillet-Chaulet, R. Hock, R. Hock, M. D. Piggott

“…In this paper we propose feature-based anisotropic mesh adaptation methods and demonstrate their effectiveness for time-dependent glaciological modelling on a Marine Ice Sheet Model Intercomparison Project (MISMIP<span class="inline-formula">+</span>) experiment. …”
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SiamCTCA: Cross-Temporal Correlation Aggregation Siamese Network for UAV Tracking by Qiaochu Wang, Faxue Liu, Bao Zhang, Jinghong Liu, Fang Xu, Yulong Wang

“…Its innovative cross-temporal aggregated strategy and three feature correlation fusion networks play a key role, in which the Transformer multistage embedding achieves cross-branch information fusion with the help of the intertemporal correlation interactive vision Transformer modules to efficiently integrate different levels of features, and the feed-forward residual multidimensional fusion edge mechanism reduces information loss by introducing residuals to cope with dynamic changes in the search region; and the response significance filter aggregation network suppresses the shallow noise amplification problem of neural networks. …”
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A case of paralytic dementia in neurosyphilis: a clinical observation by V. A. Chinarev, E. V. Malinina, M. D. Obukhova

“…The article discusses the problems of timely diagnosis, clinical features and treatment of progressive paralysis as a variant of delayed complication of neurosyphilis. …”
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Improved Absorbing Aerosol Index Results for EMI on Board Atmospheric Environment Monitoring Satellite by Fuying Tang, Fuqi Si, Ang Li, Haijin Zhou, Minjie Zhao, Yuhan Luo, Yuanyuan Qian

“…Appropriate correction coefficients were determined for each ground pixel in the EMI reflectances for the ultraviolet visible through a comparison with reflectances calculated using the radiative transfer model, and correction coefficients were applied to AAI results to remove the structural features induced by viewing geometries and radiometric calibration problems. …”
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ASSESSING THE EFFICIENCY OF UNIVERSITIES' INTERACTION WITH EXTERNAL PARTNERS by Valery M. Zuev, Sergey V. Manakhov, Alla V. Ryzhakova

“…The article shows modern trends in the development of the system of professional education in Russia and identifies the present problems and objectives requiring urgent solutions. …”
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