Construction of Orchard Agricultural Machinery Dispatching Model Based on Improved Beetle Optimization Algorithm by Lixing Liu, Hongjie Liu, Jianping Li, Pengfei Wang, Xin Yang

“…First, we analyze the agricultural machinery dispatching problem in the orchard area and establish its mathematical model with the objective of minimizing dispatching costs as a constraint. To tackle the problems of uneven individual position distribution and the risk of becoming stuck in local optimal solutions in the traditional DBO algorithm, we introduce Bernoulli mapping during the initialization phase of the DBO. …”
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Lightweight detection and segmentation of crayfish parts using an improved YOLOv11n segmentation model by Wei Shi, Jun Zhang, YunFan Fu, DanWei Chen, JianPing Zhu, ChunFeng Lv

“…On our selfconstructed dataset, YOLOv11nDHBC achieves 96.8% detection mAP@0.5 and 96.0% segmentation mAP@0.5—surpassing the YOLOv11nSeg baseline—while maintaining realtime inference at 65.8 FPS and a model size of 4.2 MB (26.3% smaller). …”
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Estimating and mapping tailings properties of the largest iron cluster in China for resource potential and reuse: A new perspective from interpretable CNN model and proposed spectr... by Haimei Lei, Nisha Bao, Moli Yu, Yue Cao

“…Visible-near infrared-shortwave infrared (VIS-NIR-SWIR; 350–2500 nm) spectroscopy offers a rapid, non-destructive, and cost-effective method for quantitatively analyzing tailings properties. …”
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Ultra-Wideband-Based Method for Measuring Tree Positions With Decimeter-Level Accuracy Under a Forest Canopy by Zuoya Liu, Harri Kaartinen, Teemu Hakala, Heikki Hyyti, Juha Hyyppa, Antero Kukko, Ruizhi Chen, Mikko Vastaranta

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Groundwater Potential Assessment Using Integrated Geospatial and Analytic Hierarchy Process Techniques (AHP) in Chemoga Watershed, Upper Blue Nile Basin, Ethiopia by Samuel Berihun Kassa, Fasikaw Atanaw Zimale, Arega Mulu, Tadege Aragaw Worku, Mindesilew Lakew Wossene, Taye Minichil Meshesha, Yoseph Buta Hailu, Tadele F. Aman, Mekash S. Kifelew, Habtamu Asrat Mekonnen

“…Data was gathered from satellite imagery, existing thematic maps, local water offices, and national meteorological agencies. …”
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A Novel Approach to Automated Mapping Subweekly Calving Front of Petermann Glacier (2016–2023)—Using Sentinel-2 Satellite Data and Segment Anything Model (SAM) by Daan Li, Liming Jiang, Shun Cai, Ronggang Huang, Xi Lu

“…However, existing methods of mapping ice calving front face limitations in temporal resolution and positional accuracy, hindering effective characterizations of rapid calving processes. …”
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A New Construction Method for Rectangular Cartograms by Lina Wang, Haoxun Yuan, Xiang Li, Pengfei Lu, Yaru Li

“…This algorithm simplifies the layout computation process while ensuring that the adjacency and relative positional relationships between regions during the layout generation process have only minor errors. …”
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A Systematic Literature Review on the Investigation and Application of Vegetable Fibers in Textiles/Apparel and Future Research Agenda by Shuyang Li, Chris K. Y. Lo, Li Li

“…Future studies are expected to improve efficiency and automation, meanwhile decreasing the cost and environmental impact throughout the whole process chain of vegetable fibers.…”
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Melt Density Monitoring of Extruder Extrusion Process Based on Multi-source Data Fusion and Convolutional Long Short-term Memory Neural Network by Binbin ZHANG, Zhuyun CHEN, Fei ZHANG, Gang JIN

“…This enables manufacturers to make informed decisions in real time, enhancing product consistency, minimizing defects, and optimizing process parameters for improved productivity and cost-effectiveness.…”
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Research and Medical Transcranial Doppler System by Marcin LEWANDOWSKI, Mateusz WALCZAK, Piotr KARWAT, Beata WITEK, Paweł KARŁOWICZ

“…The software part (PC) performs the Doppler processing and display tasks. The hardware-software partitioning allowed to build a flexible Doppler platform at a relatively low cost. …”
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An innovative traffic flow detection model based on temporal video frame analysis and grayscale aggregation quantification by Xin Liu, Qiao Meng, Xin Li, Zhijie Wang, Siyuan Kong, Bingyu Li

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Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems by Houssem Sifaou, Osvaldo Simeone

“…In many wireless application scenarios, acquiring labeled data can be prohibitively costly, requiring complex optimization processes or measurement campaigns. …”
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Anomaly Detection Using Data Mining Methods in IT Systems: A Decision Support Application by Ferdi Sönmez, Metin Zontul, Oğuz Kaynar, Hayati Tutar

“…By this way, it is thought that a significant cost item iseliminated. It is also contemplated that the security vulnerabilities andproblems associated with unpredictable issues will be detected through practiceand thus many attacks and problems will be prevented in advance.…”
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Enhancing Crowd Safety at Hajj: Real-Time Detection of Abnormal Behavior Using YOLOv9 by Amani A. Alsabei, Tahani M. Alsubait, Hosam H. Alhakami

“…A pivotal aspect of this research was the implementation of critical data pre-processing steps to enhance the object detection model’s performance. …”
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The impact of customer experience on the financial performance of enterprises in the service sector by N.O.

“…The most significant and actively researched point in marketing and finance is the interaction of the client with the brand / company, which is one of the priority tasks when planning the cost of marketing activities. Traditional analysis, as the usual form of investment valuation, according to which all indicators are measured through the prism of income at the time of purchase and sale are irrational and almost impossible. …”
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SIFT-Based Depth Estimation for Accurate 3D Reconstruction in Cultural Heritage Preservation by Porawat Visutsak, Xiabi Liu, Chalothon Choothong, Fuangfar Pensiri

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Filling in socio‐ecological knowledge gaps to support marine spatial planning in data‐scarce areas: Example from Zanzibar by Elina A. Virtanen, Niina Käyhkö, Zakaria Khamis, Muhammad Juma Muhammad, Hashim Muumin, Mohammed Habib, Ville Karvinen, Juho Lappalainen, Meri Koskelainen, Niko Kulha, Markku Viitasalo

“…We developed a rapid and cost‐effective system for collecting biological data, which, together with remote sensing and place‐based participatory mapping, helped formulate the first pilot ecologically informed MSP for Zanzibar. …”
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21st century Latin American synthetic peptides for their application in antivenom production by Jésica A. Rodríguez, Gabriela R. Barredo-Vacchelli, Joaquin A. Eloy, Silvia A. Camperi

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Fine-Mapping of Tomato <i>male sterile-24</i> Locus and Marker Development for <i>ms-24</i> and Its Alleles, <i>ms-10</i>, <i>ms-35</i>, and <i>ms-36</i> by Li Zhang, Mengxia Yang, Kai Wei, Wencai Yang, Shanshan Li, Xiaoxuan Wang, Yanmei Guo, Lei Liu, Can Zhu, Yongchen Du, Junming Li, Xin Li, Zejun Huang

“…Male sterility is an essential trait for minimizing costs and ensuring seed purity in the production of tomato hybrid seeds. …”
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Reliability Evaluation and Preventive Maintenance Strategy Selection of Traction Substation Equipment Considering Its Wear Degree by E. E. Bakeev, A. I. Sharapova

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