Energy optimization using adaptive control algorithm to enhance the performance of SDN_IOT environment by I. Varalakshmi, M. Thenmozhi

“…This paper presents an algorithm for detecting DDoS attacks earlier from the network using the entropy method and mitigating the attacks earlier using stochastic techniques. …”
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An Automatic Mapping Method of Navigation Map for Outdoor Road Scenes by X. Guo, X. Guo, X. Guo, Z. Kang, Z. Kang, Z. Kang, C. Ye, C. Ye, C. Ye, X. Wang, X. Wang, X. Wang

“…Therefore, it is crucial to research lightweight navigation map mapping methods. In this paper, an automatically mapping method of lightweight navigation maps is proposed, combining cameras and LiDAR (Light Detection and Ranging), including semantic informations necessary for outdoor navigation positioning, such as pole-like objects and traffic signs for robot longitudinal positioning, and lane line elements for robot lateral positioning. …”
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Research on Optimized Algorithm for Deep Learning Based Recognition of Sediment Particles in Turbulent Flow by WANG Hao, YANG Feiqi, ZHANG Lei, WU Wei, XIE Haonan, ZHAO Lin

“…It further investigates the relationship between turbulent coherent structures and the intensity of particle movement, clarifying the mechanism through which turbulent coherent structures influence sediment transport.MethodsThe optimization algorithm developed in this study aims to maximize the detection of moving particles, providing more accurate data to support understanding sediment transport patterns at the particle scale and their association with turbulent coherent structures. …”
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Optimizing the Design of Surface-Acoustic-Wave Ring Resonator by Changing the Interdigitated Transducer Topology by S. Yu. Shevchenko, D. A. Mikhailenko, B. Nyamweru

“…Therefore, it has become relevant to reduce the sensitive element’s bandwidth by changing the design of the interdigitated transducer (IDT).Aim. To demonstrate an optimal topology for an IDT with a low bandwidth, leading to improved signal detection when acceleration affects the sensitive element.Materials and methods. …”
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Determination method for trace polycyclic aromatic hydrocarbons in paddy soils by HE Mingjiang, SHEN Haoran, ZHA Ting, YU Xiongsheng, LIU Xingmei

“…The method detection limits were in the range of 0.022-0.470 μg/kg. …”
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Task-Based Optimization of CT Trajectories Using a Learned Defect Visibility Metric by Linda-Sophie Schneider, Anshul Dhingra, Andreas K. Maier

“…Trajectory optimization is therefore essential for applications focused on defect detection or targeted imaging of regions of interest. …”
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A Method for Polyp Segmentation Through U-Net Network by Antonella Santone, Mario Cesarelli, Francesco Mercaldo

“…Early detection of colorectal polyps through endoscopic colonoscopy is crucial in reducing colorectal cancer mortality. …”
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Research on improving the ranging accuracy of ships with stereo vision through Kalman filter optimization. by Zhongbo Peng, Jie Han, Liang Tong, Lumeng Wang, Dan Liu, Shijie Sun

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Development and Optimization of a Novel Deep Learning Model for Diagnosis of Quince Leaf Diseases by A. Naderi Beni, H. Bagherpour, J. Amiri Parian

“…Today, deep convolutional neural networks (DCNNs), a novel approach to image classification, have become the most crucial detection method. DCNNs improve detection or classification accuracy by developing machine-learning models with many hidden layers to extract optimal features. …”
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Optimization of starting empirical antibacterial therapy in patients with HIV infection – specialized hospital patients by S. I. Dvorak, D. A. Gusev, T. N. Suborova, N. G. Zakharova, N. V. Sizova, Yu. I. Bulan`kov

“…Objective: to analyze the adequacy of the scheme of empirical antibiotic therapy in patients with complicated forms of HIV infection in a specialized hospital and propose a set of measures for its optimization.Materials and methods: Clinical and demographic characteristics, results of bacteriological studies, risk factors of infection with resistant and multiresistant pathogens were studied in patients with HIV infection at the stage of progression with infectious complications of bacterial etiology, and the adequacy of empirical antibiotic therapy was evaluated. …”
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Optimization of solid phase extraction for simultaneous quantification of efavirenz and levonorgestrel in wastewater using HPLC by E. P. Munzhelele, W. B. Ayinde, W. M. Gitari, W. M. Gitari, R. Mudzielwana

“…The optimized SPE method was used to extract wastewater samples, and the yield results showed that the method could be applied for the simultaneous detection of efavirenz and levonorgestrel, demonstrating its potential applications in environmental research. …”
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DKA-YOLO: Enhanced Small Object Detection via Dilation Kernel Aggregation Convolution Modules by Yicheng Qiu, Feng Sha, Li Niu

“…Previous research aimed at enhancing detection accuracy has included augmenting the head layer, refining multi-layer feature pooling techniques, incorporating attention mechanisms, and optimizing loss functions. …”
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Hybrid YOLOv8 and Fast R-CNN for Accurate Schematic Detection in Power Distribution Networks by Aviv Yuniar Rahman, Zuhaina Zakaria

“…Conventional edge detection methods often struggle with the complexity and scale of modern PDNs, while standalone deep learning approaches face challenges in balancing real-time performance and high precision. …”
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Bayesian optimized deep learning and ensemble classification approach for multiclass plant disease identification by Silpa Padmanabhuni, Pradeepini Gera

“…Abstract Early detection of plant diseases is crucial in smart agriculture to prevent significant crop losses and reduce reliance on chemical pesticides. …”
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Generative Target Tracking Method with Improved Generative Adversarial Network by Yongping Yang, Hongshun Chen

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Optimizing Emergency Response in Healthcare Facilities: Integration of Firefighting Technologies and Tactical Evacuation Strategies by Miroslav Betuš, Andrea Seňová, Annamária Behúnová, Ivanna Burachok, Galya Toteva Terzieva

“…This study analyzes the implementation of firefighting procedures and evacuation methods in a hospital environment, with a focus on ensuring rapid rescue operations and evacuation methods in a real fire in 2024. …”
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SAT-based lazy formal analysis method for security protocols by Chun-xiang GU, Huan-xiao WANG, Yong-hui ZHENG, Dan XIN, Nan LIU

“…A SAT-based security protocol formalization analysis method named SAT-LMC is proposed.The method introduces optimized the initial state and transformational rules with “lazy” idea.The efficiency of detection is significantly improved.Moreover，by adding support for strong type flaw attack defect，the attack detection becomes more comprehensive.A security protocol analysis tool is implemented based on the method; a type flaw attack is detected for protocol Otway-Rees.For OAuth2.0 protocol，analysis shows that there is a kind of man-in-the-middle attack of the authorization code in some application scenarios.…”
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Optimization of temperature parameters for screening unexpected antibodies in Rh system by manual polybrene test by ZOU Xin, CHEN Minjie, MA Sifei, YANG Hongmei

“…[Objective] To explore the temperature parameters affecting the polybrene test and determine the optimal temperature conditions for detecting unexpected antibodies of the Rh system. …”
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Optimized deep learning model for diagnosing tonsil and adenoid hypertrophy through X-rays by Zhiqing Wu, Ran Zhuo, Yali Yang, Xiaobo Liu, Bin Wu, Jian Wang

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Single-Crystal Inspection Using an Adapted Total Focusing Method by Iratxe Aizpurua-Maestre, Aitor De Miguel, Jose Luis Lanzagorta, Ewen Carcreff, Lander Galdos

“…The implementation of this methodology has improved the defect detection capability, optimizing the defect positioning by up to 61% and increasing the signal-to-noise ratio by up to 5 dB. …”
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