A Framework for Segmentation and Classification of Cervical Cells Under Long-tailed Distribution by YANG Xiao na, LI Chao wei, SHAO Hui li, HE Yong jun

“…This framework first performs cell nucleus segmentation, uses U-Net as the base model for layer reduction, adds AG module, and uses ACBlock module instead of traditional standard convolutional blocks; then uses ResNeSt for coarse classification of segmented data, fuses manual features extracted based on physicians ′ experience and machine features extracted by ResNeSt network for fine classification , and uses active learning iteratively to expand the cervical cell categories and fuse the ACBlock module in the BBN model to process the long-tail data; finally, the diagnostic indexes of abnormal cells are refined and abnormal cells are screened according to the TBS diagnostic criteria and the physician ′s diagnostic experience. …”
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OPTIMIZATION STRATEGIES AND COMPUTATIONAL MODELING IN THE DESIGN AND PERFORMANCE EVALUATION OF GREEN POROUS OIL ADSORBENT MATERIALS by Haoran Zhang, Sagdat Mederbekovna Tazhibayeva

“…The surface area, pore size, surface functionalization, and hydrophobicity index of green porous adsorbents were examined. Multiphysics (v5.6, Subsurface Flow Module) and ANSYS Simulated oil-water adsorption in fluid porous media. …”
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OPTIMIZATION STRATEGIES AND COMPUTATIONAL MODELING IN THE DESIGN AND PERFORMANCE EVALUATION OF GREEN POROUS OIL ADSORBENT MATERIALS by Haoran Zhang, Sagdat Mederbekovna Tazhibayeva

“…The surface area, pore size, surface functionalization, and hydrophobicity index of green porous adsorbents were examined. Multiphysics (v5.6, Subsurface Flow Module) and ANSYS Simulated oil-water adsorption in fluid porous media. …”
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Crop Monitoring System Using IoT, Solar Energy and Decision Tree Algorithm by Ricardo Yauri, Luis Cuyubamba, Stefano Nuñez

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A Method of Measurement Parameters Programmatically Configuring for Traction Inverter Based on LabVIEW by 陈明奎, 谭利红

“…The technique of modifying measurement parameter in human machine interface was discussed in detail, in which many advanced programming techniques, for example, applying VI reference, property node calling, controls references indexing, genetic reference converting to specific reference, were applied. …”
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Joint Intensity and Spatio-Temporal Representation Learning for Extreme Precipitation Nowcasting by Zefeng Pan, Renlong Hang, Qingshan Liu, Chunxiang Shi, Zhiqiang Xu, Xiao-Tong Yuan

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Analysis of loading of the boom of a dragline excavator by Brozovsky S.Yu., Franz T.P., Lagunova Yu.A., Shestakov V.S.

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Computational simulation study of the impact of isotropic GDL thermal conductivity on PEMFC characteristics by Mahmut Kaplan

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Increasing the wear resistance of bucket jeeks of dragline excavators by Lagunova Yu.A., Khoroshavin S.A., Kalyanov A.E., Buialich K.G.

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Three-dimensional CFD analysis of PEMFC with different membrane thicknesses by Mahmut Kaplan

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SIMULATION OF AN ELECTROMYOGRAPHIC SIGNAL CONVERTER FOR ADAPTIVE ELECTRICAL STIMULATION TASKS by Olha Yeroshenko, Igor Prasol, Oleh Datsok

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Building Tomorrow's Champions: A Vision for Olympic Education at the School Level through Virtual Foresight and Sport-Specific Fitness Profiling by Aidyn Doshybekov, Marfuga Absatova, Kurimbayev Yerzhigit, Baglan Yermakhanov, Kopzhanov Galymzhan, Bekir Car

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Fault analysis of railway track superstructure using time-frequency method from vibrational data by Shahzor Memon, Imtiaz Hussain, Lubna Moin

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MW-UNet: Multi-Scale Weighted Connection UNet for Identification and Classification of Non-Meteorological Clutter over Big Radar Data by Mengmeng Cui, Chen Zeng, Xiaolong Xu, Muhammad Bilal, Xiaoyu Xia

“…Experiments confirm that our proposed model outperforms the compared models in clutter identification with Critical Success Index (CSI) of 0.808.…”
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AI-Based Identification and Redevelopment Prioritization of Inefficient Industrial Land Using Street View Imagery and Multi-Criteria Modeling by Yan Yu, Qiqi Yan, Yu Guo, Chenhe Zhang, Zhixiang Huang, Liangze Lin

“…For land identification we propose an improved YOLOv11 model with an AdditiveBlock module to enhance feature extraction in complex street view scenes, achieving an 80.1% mAP on a self-built dataset of abandoned industrial buildings. …”
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Anomaly Sign Detection for Automatic Ticket Gates by the Histogram Limitation Method by Ken Ueno, Shigeru Maya, Kiyoku Endo

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CNN Based Fault Classification and Predition of 33kw Solar PV System with IoT Based Smart Data Collection Setup by K. Punitha, G. Sivapriya, T. Jayachitra

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Algae-Mamba: A Spatially Variable Mamba for Algae Extraction From Remote Sensing Images by Yaoteng Zhang, Shuaipeng Wang, Yanlong Chen, Shiqing Wei, Mingming Xu, Shanwei Liu

“…Traditional threshold-based methods and standard machine learning techniques often fall short in accurately and automatically distinguishing algae types. …”
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Optimizing Cancer Detection: Swarm Algorithms Combined with Deep Learning in Colon and Lung Cancer using Biomedical Images by HariKrishna Pathipati, Lova Naga Babu Ramisetti, Desidi Narsimha Reddy, Swetha Pesaru, Mashetty Balakrishna, Thota Anitha

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