Analysis of constant modulus blind equalization algorithms base on "data reuse" by XU Hua1, ZHENG Hui2, ZHANG Dong-mei3

“…The constant modulus blind equalization algorithm based on "data reuse" could be used to solve the problem of blind equalization of short burst signals,but its important properties hadn’t been studied.The ill-convergence caused by data reuse was analyzed and the restriction was given firstly,and secondly,the conditions of data reuse constant modulus algorithm reaching to the performance of long time signals equalization was analyzed in detail and gave the corresponding results.The validity of these analyses is proved by computer simulation.…”
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Comparison classification algorithms and the YOLO method for video analysis and object detection by Martin Magdin, Zoltán Balogh

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AI algorithms in visual communication design: enhancing design creativity and efficiency by Cao Qun

“…Compared with the packaging products of major e-commerce platforms, they have a lower similarity, which effectively reduces the packaging similarity problem. Compared with algorithms such as Transformer-based Image Synthesis, the experimental design performs the best in generation time, reaching 50 minutes, greatly reducing the packaging design time, and the calculation energy consumption is 240 W/h, better than other algorithms' consumption. …”
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Comparison of algorithms for multi-objective optimization of radio technical device characteristics by A. V. Smirnov

“…In one problem, MSSQP could not be used to reach acceptable decisions. In the other problems, MSPS, MSSQP, and PSO reached decisions comparable with GDE3. …”
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New algorithms to Enhanced Fused Images from Auto-Focus Images by Heba Kh. Abbas, Anwar H Al-Saleh, Haidar Jawad Mohamad, Ali Abid Al-Zuky

“…The resulted combined image is better in the contrast value because of the added edge points from the two combined images that depend on the suggested algorithms. This enhancement in edge regions is measured and reaches to double in enhancing the contrast. …”
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Optimal power allocation in spatial MIMO channel using heuristic algorithms by Javad Zeraatkar Moghaddam, Hamid Farrokhi

“…In this paper, heuristic algorithms, including genetic and particle swarm optimization algorithms, are applied to find the optimal power allocation for achieving best capacity benefit. …”
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Investigation of temperature distribution in friction stir welding with experimental and regression algorithms by Mehmet Erbil Özcan

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Advancements in detecting Deepfakes: AI algorithms and future prospects − a review by Laishram Hemanta Singh, Panem Charanarur, Naveen Kumar Chaudhary

“…Deepfake pictures, videos, and audio recordings have reached advanced levels of sophistication, making it challenging to distinguish authenticity from fraudulent activity. …”
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Analysing the ML-Based Algorithms for GNSS Data Bit Synchronization and Decoding by Bheki Madonsela, Emmanuel Wanyama Mukubwa, Innocent E. Davidson

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Studying the Possibility of Optimizing the Statin Therapy Algorithm in Outpatient Practice by D. V. Nebieridze, N. M. Akhmedzhanov, S. A. Davitashvili, A. S. Lishuta, A. S. Safaryan

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Optimization of Heterogeneous Container Loading Problem with Adaptive Genetic Algorithm by Xianbo Xiang, Caoyang Yu, He Xu, Stuart X. Zhu

“…We use both weakly and strongly heterogeneous loading data to test the proposed algorithm. By choosing 15 classic sets of test data given by Loh and Nee as weakly heterogeneous data, the average space utilization of our algorithm reaching 70.62% outperforms those of 13 algorithms from the related literature. …”
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Architectural animation generation system based on AL-GAN algorithm by Wei Ming, Sun Mingjing

“…To this end, a new AA generation system based on the architecture learning generative adversarial network (AL-GAN) algorithm is proposed, aiming to solve the problems of insufficient detail handling, poor animation continuity, and inefficiency in traditional AA generation. …”
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Ship Plate Detection Algorithm Based on Improved RT-DETR by Lei Zhang, Liuyi Huang

“…To address the challenges in ship plate detection under complex maritime scenarios—such as small target size, extreme aspect ratios, dense arrangements, and multi-angle rotations—this paper proposes a multi-module collaborative detection algorithm, RT-DETR-HPA, based on an enhanced RT-DETR framework. …”
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Small-Target Detection Algorithm Based on STDA-YOLOv8 by Cun Li, Shuhai Jiang, Xunan Cao

“…Ablation and comparative experiments conducted on the proposed STDA-YOLOv8 model demonstrate that on the VisDrone dataset, its accuracy improved by 5.3% compared to YOLOv8, reaching 93.5%; on the PASCAL VOC dataset, its accuracy increased by 5.7% compared to YOLOv8, achieving 94.2%, outperforming current mainstream target detection models and small-target detection algorithms like QueryDet, effectively enhancing small-target detection capabilities.…”
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Lightweight insulator target detection algorithm based on improved YOLOX by Bing Zeng, Wei Hua, Dezhi Li, Zhihao Zhou, Hao Wan, Yunmin Xie, Tangbing Li, Yucong Chen, Jianglei Li, Shenli Wang, Shixun Fu, Zihan Jin, Wenhua Zhang

“…Experiments show that compared to the original YOLOX, the proposed algorithm reduces parameters by 53.41% to 4.164 M and computational load to 12.975G, with mAP increased by 1.3%, detection accuracy reaching 98.81%, and recall achieving 100%. …”
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Robotic Cell Layout Optimization Using a Genetic Algorithm by Raúl-Alberto Sánchez-Sosa, Ernesto Chavero-Navarrete

“…Using information about the work areas and the robot’s reach, the algorithm generates an equipment configuration that minimizes the cell area without interference between the stations and, therefore, reduces the distances the robotic manipulator must travel. …”
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Fall Detection Algorithm Using Enhanced HRNet Combined with YOLO by Huan Shi, Xiaopeng Wang, Jia Shi

“…The accuracy of the key point detection module on the COCO and OCHuman datasets reaches 73.49% and 70.11%, respectively. On the fall detection datasets, the accuracy of the proposed algorithm exceeds 95% and the frame rate reaches 18.1 fps. …”
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Implementation of SM3 algorithm based on SoPC component by Meng-li SHAO, Xin-chun YIN, Yan-mei LI

“…Firstly the realization of SM3 on SoC was given.The structure of the algorithm was analyzed mainly,and the algorithm was realized by the Verilog hardware description language,in order to simulate this algorithm,the Altera simulation software ModelSim was chosen,SoPC Builder was used for interface package,and finally it was implemented in the Cyclone IV EP4CE22F17C8N.Its operation frequency can reach 165 MHz and its throughput rate is 1 184.8 Mbit/s.…”
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Sorting misorganized books in libraries based on ant colony algorithm by Ling Chen

“…Its progressiveness is reflected in the fact that the loss rate converges to 0.02 after 300 iterations. It reaches a stable state 150 iterations earlier than the ACO algorithm. …”
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Cardiovascular implications of modern algorithm of hypoglycemic therapy: ?Florentine hypothesis? by Andrey Alexeevich Aleksandrov, Svetlana Semenovna Kukharenko, Maria Nikolaevna Yadrikhinskaya

“…The modern algorithm of hypoglycemic therapy for patients with type 2 diabetes mellitus (DM2) has been designed to effectively reach the ?…”
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