Face Recognition Method for Underground Engineering Based on Dual-Target Domain Adaptation and Discriminative Feature Learning by Yongqiang Yu, Cong Guo, Lidan Fan, Jiyun Zhang, Liwei Yu, Peitao Li

“…The targeting of the algorithm to blurred and NIR images is enhanced through DTDA, while the inter-class feature variability and intra-class feature compactness for domain adaptation face recognition are ensured by DFL. …”
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A multi-user multi-operator computing pricing method for Internet of things based on bi-level optimization by Wei Jiang, Huiqiang Wang, Bingyang Li, Haibin Lv, Qingchuan Meng

“…Finally, we use a spatial branch and bound algorithm to solve the problem. Experimental results show that the proposed algorithm can effectively maintain the benefits of both operators and users in the field of Internet of things.…”
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Optimizing Masks and Random Screening Test Usage within K-12 Schools by Yiwei Zhang, Maria E. Mayorga, Julie S. Ivy, Julie L. Swann

“…Many studies discussed the effectiveness of various interventions, while few focused on optimizing such interventions. …”
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Identification of macrophage-associated diagnostic biomarkers and molecular subtypes in gestational diabetes mellitus based on machine learning by Kai Wei, Liyun Yuan, Yongsheng Ge, Han Yu, Guoping Zhao, Guoqing Zhang, Guohua Liu

“…This algorithm outperformed other baselines in multiple clustering metrics. …”
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Private Stochastic Optimization with Large Worst-Case Lipschitz Parameter by Andrew Lowy, Meisam Razaviyayn

“…Second, we provide the first algorithm to handle non-smooth convex loss functions. …”
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Maritime inventory routing with an application to fish feed distribution by Anders Bjelland, Aksel Borgen, Sjur Wold, Kjetil Fagerholt, Dimitri J. Papageorgiou, Kristian Thun, Simen Tung Vadseth

“…The matheuristic employs a memetic algorithm, a metaheuristic combining a genetic algorithm with local search to decide how to route the vessels, coupled with a linear program for assigning quantities along the vessel routes. …”
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Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses by Emils Bolmanis, Emils Bolmanis, Emils Bolmanis, Selina Uhlendorff, Miriam Pein-Hackelbusch, Vytautas Galvanauskas, Oskars Grigs

“…This flexible and scalable algorithm has the potential to bridge a crucial gap in process real-time analytics and control.…”
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Experimental Evaluation of Multi- and Single-Drone Systems with 1D LiDAR Sensors for Stockpile Volume Estimation by Ahmad Alsayed, Fatemeh Bana, Farshad Arvin, Mark K. Quinn, Mostafa R. A. Nabawy

“…Three approaches were experimentally investigated: (i) a multi-drone system equipped with static, downward-facing 1D LiDAR sensors combined with an adaptive formation control algorithm; (ii) a single drone with a static, downward-facing 1D LiDAR following a zigzag trajectory; and (iii) a single drone with an actuated 1D LiDAR in an oscillatory fashion to enhance scanning coverage while following a shorter trajectory. …”
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Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization by Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianqiang Li, Jianyong Chen, Zhong Ming

“…Decomposition-based multiobjective evolutionary algorithms (MOEA/Ds) have become increasingly popular in recent years. …”
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Robust QoT Assured Resource Allocation in Shared Backup Path Protection Based EONs by Venkatesh Chebolu, Sadananda Behera, Goutam Das

“…Next, we employ our SBPP-IA algorithm for dynamic traffic scenario and compare it with existing algorithms in terms of different QoT parameters. …”
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Lightweight tea bud detection method based on improved YOLOv5 by Kun Zhang, Bohan Yuan, Jingying Cui, Yuyang Liu, Long Zhao, Hua Zhao, Shuangchen Chen

“…The advantages of this paper’s algorithm in tea shot detection can be noticed by comparing it to other YOLO series detection algorithms. …”
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Next-Gen Video Watermarking with Augmented Payload: Integrating KAZE and DWT for Superior Robustness and High Transparency by Himanshu Agarwal, Shweta Agarwal, Farooq Husain, Rajeev Kumar

“…The KAZE algorithm pinpoints a quintet of stable features within the brightness aspect of video frames to act as central embedding sites. …”
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Metamodel-Based Optimization Method for Traffic Network Signal Design under Stochastic Demand by Wei Huang, Xuanyu Zhang, Haofan Cheng, Jiemin Xie

“…Moreover, incorporating the gradient information of the traffic flow in the optimization search algorithm can further improve the solution performance. …”
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A privacy-enhanced framework with deep learning for botnet detection by Guangli Wu, Xingyue Wang

“…We design a privacy confrontation algorithm based on a mutual information calculation mechanism. …”
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POTENTIAL OF PHARMACOGENETICS IN THE CORRECTION OF ANTICOAGULANT THERAPY AMONG PATIENT WITH PROSTHETIC HEART VALVES by I. Yu. Zhuravleva, T. V. Burkova, N. V. Rutkovskaya, E. V. Gorbunova, Yu. N. Odarenko, Yu. Yu. Savostiyanova, I. A. Goncharova

“…In 49 (37%) patients with 2>INR>3, there was a mismatch between empirical and calculated warfarin doses, while in 31 (23%) patients, the pharmacogenetics algorithm of choice was inadequate.Conclusion. …”
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Analysis of the effectiveness of natural treatments for preserving apricots and the YOLOv7 application for early damage detection by Mustafa A. J. Al-Sammarraie, Zeki Gokalp, Samsuzana Abd Aziz

“…On the other hand, the YOLOv7 algorithm was used to detect healthy fruits and damaged areas using a camera. …”
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Management of water scarcity in arid areas: a case study (Ziz Watershed) by Ismail Elhassnaoui, Zineb Moumen, Manuela Tvaronavičienė, Mohamed Ouarani, Mohamed Ben-Daoud, Issam Serrari, Ikram Lahmidi, M.A.S. Wahba, Ahmed Bouziane, Driss Ouazar, Moulay Driss Hasnaoui

“…The real-time dam management algorithm is based on water balance equation and rule curves. …”
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Physical property-aware multi-UAV spatial coordination for energy-efficient mobile edge computing by Fengling Huang, Xuqi Su, Quanbao Wang, Fusen Guo

“…The proposed method is evaluated through experiments on four data instances and compared with two related algorithms. Results demonstrate that our approach significantly reduces system operating costs while maintaining effectiveness and stability, highlighting its potential for large-scale UAV-assisted MEC applications.…”
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From image to insight deep learning solutions for accurate identification and object detection of Acorus species slices by Yinghui Liu, Haitao Liu, Linlan Li, Ying Ding

“…Meanwhile, the YOLOv8 algorithm achieved rapid object detection in mixed states of the two, with a detection accuracy of 98.6% and a detection frame rate of 22fps. …”
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Electromagnetic Investigation of Innovative Stator–Permanent Magnet Motors by Mohammad Reza Sarshar, Mohammad Amin Jalali Kondelaji, Pedram Asef, Mojtaba Mirsalim

“…Through an effective optimisation based on a multi-objective genetic algorithm, various feasible stator/rotor pole combinations are explored, with over 36,000 samples evaluated using FEA coupled with the algorithm. …”
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