Approximate Solutions of Fractional Nonlinear Equations Using Homotopy Perturbation Transformation Method by Yanqin Liu

“…Illustrative examples are included to demonstrate the high accuracy and fast convergence of this new algorithm.…”
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Spectral Quantitative Analysis Model with Combining Wavelength Selection and Topology Structure Optimization by Qian Wang, Boyan Cai, Yajie Yu, Hui Cao

“…In order to present the effectiveness of the methods, the partial least squares with full spectrum, the partial least squares combined with genetic algorithm, the uninformative variable elimination method, the backpropagation neural network with full spectrum, the backpropagation neural network combined with genetic algorithm, and the proposed method are performed for building the component prediction model. …”
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Precision Sensing-Aided Multi-Target Beamforming Prediction in High-Mobility ISAC Systems Based on OTFS by Chunyue Wang, Yong Wang, Huiming Zheng, Yunhao Chai, Ying Dong

“…Utilizing this algorithm, we achieve precise multi-target beamforming prediction without approximation. …”
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Adaptive Conflict-Free Optimization of Rule Sets for Network Security Packet Filtering Devices by Andrea Baiocchi, Gianluca Maiolini, Annachiara Mingo, Daniele Goretti

“…We demonstrate the benefit entailed by the proposed algorithm through measurements on a test bed made up of real-life, commercial packet filtering devices.…”
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Improved Density Peaks Clustering Based on Natural Neighbor Expanded Group by Lin Ding, Weihong Xu, Yuantao Chen

“…Experiments show the effectiveness and robustness of the proposed algorithm.…”
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Optimization Methods for Radon Progeny Measurement Based on the Three-Stage Method by Xiangming Cai, Xuwei Zeng, Fengdi Qin, Jian Shan

“…The optimization algorithm can also optimize the measurement errors for ²¹⁸Po, ²¹⁴Pb, and ²¹⁴Bi according to task requirements. …”
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Novel Hybrid Radial-Based Neural Network Model for Predicting the Compressive Strength of Long-Term HPC Concrete by Hanlie Cheng, Shiela Kitchen, Graciela Daniels

“…In the present work, two hybrid radial base neural networks (RBFN) coupled with an arithmetic optimization algorithm (AORBFN) and an antlion optimization algorithm (ALRBFN) were developed for the prediction of compressive strength. …”
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FE-YOLO: An Efficient Deep Learning Model Based on Feature-Enhanced YOLOv7 for Microalgae Identification and Detection by Gege Ding, Yuhang Shi, Zhenquan Liu, Yanjuan Wang, Zhixuan Yao, Dan Zhou, Xuexiu Zhu, Yiqin Li

“…Secondly, the SIoU (SCYLLA-IoU) algorithm was employed to replace the CIoU (Complete IoU) loss function in the original model, addressing the issues of unstable convergence. …”
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Faults Detection in a Photovoltaic Generator by Using Matlab Simulink and the chipKIT Max32 Board by Riadh Khenfer, Mohamed Mostefai, Seddik Benahdouga, Mounir Maddad

“…This paper presents a laboratory with equipment and an algorithm for teaching graduate students the monitoring and the diagnosis of PV arrays. …”
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Obstacle Aware Connectivity Restoration for Disjoint Wireless Sensor Networks Using a Mix of Stationary and Mobile Nodes by Guizhen Ma, Yang Yang, Xuesong Qiu, Zhipeng Gao

“…The effectiveness of the proposed algorithm is validated through simulation experiments.…”
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Inverse problem of cyclographic modeling of spatial curve by T. M. Myasoedova, K. L. Panchuk, E. V. Lyubchinov

“…It is proven that there exists a unique spatial curve, for which the given curve constitutes a cyclographic projection. The algorithm for the inverse problem solution is demonstrated on examples. …”
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Effect Improved for High-Dimensional and Unbalanced Data Anomaly Detection Model Based on KNN-SMOTE-LSTM by Fuguang Bao, Yongqiang Wu, Zhaogang Li, Yongzhao Li, Lili Liu, Guanyu Chen

“…This paper uses long short-term memory networks (LSTMs) combined with historical sequence data; also, it integrates the synthetic minority oversampling technique (SMOTE) algorithm and K-nearest neighbors (kNN), and it designs and constructs an anomaly detection network model based on kNN-SMOTE-LSTM in accordance with the data characteristic of being unbalanced. …”
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Retinal Fundus Image Registration via Vascular Structure Graph Matching by Kexin Deng, Jie Tian, Jian Zheng, Xing Zhang, Xiaoqian Dai, Min Xu

“…Finally, a revised ICP algorithm incorporating with quadratic transformation model is used at fine level to register vessel shape models. …”
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Varying parameterization of an ellipsoidal thin shell with FEM-based implementation by Yu. V. Klochkov, A. P. Nikolaev, O. V. Vakhnina, T. A. Sobolevskaya, A. Sh. Dzhabrailov, M. Yu. Klochkov

“…This article describes an algorithm developed for the finite element analysis of the stressstrain state of a shell that takes the shape of a triaxial ellipsoid with varying parameterization of its mid-surface. …”
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Monitoring square and circular fields with sensors using energy-efficient cluster-based routing for underwater wireless sensor networks by Arshad Sher, Nadeem Javaid, Irfan Azam, Hira Ahmad, Wadood Abdul, Sanaa Ghouzali, Iftikhar Azim Niaz, Fakhri Alam Khan

“…All three protocols are proposed to minimize the energy consumption of sparse regions, whereas sparsity search algorithm is proposed to find sparse regions and density search algorithm is used to find dense regions of the network field. …”
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Electricity Theft Detection in Power Grids with Deep Learning and Random Forests by Shuan Li, Yinghua Han, Xu Yao, Song Yingchen, Jinkuan Wang, Qiang Zhao

“…To build the RF in the hybrid model, the grid search algorithm is adopted to determine optimal parameters. …”
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Electroencephalography Signal Grouping and Feature Classification Using Harmony Search for BCI by Tae-Ju Lee, Seung-Min Park, Kwee-Bo Sim

“…We conclude that the heuristic approach using the HS algorithm on the BCI is beneficial for EEG signal analysis.…”
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A mobile localization method based on a robust extend Kalman filter and improved M-estimation in Internet of things by Nan Hu, Chuan Lin, Fangjun Luan, Chengdong Wu, Qi Song, Li Chen

“…The proposed algorithm effectively inhibits the non-line-of-sight error.…”
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A Robust Two-Machine Flow-Shop Scheduling Model with Scenario-Dependent Processing Times by Chia-Lun Hsu, Win-Chin Lin, Lini Duan, Jan-Ray Liao, Chin-Chia Wu, Juin-Han Chen

“…Furthermore, we set proposed 12 simple heuristics as the 12 initial seeds to design 12 variants of a cloud theory-based simulated annealing (CSA) algorithm. Finally, we conduct simulations and report the performances of the proposed branch-and-bound method, the 12 heuristics, and the 12 variants of CSA algorithm.…”
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An Advanced Otsu Method Integrated with Edge Detection and Decision Tree for Crack Detection in Highway Transportation Infrastructure by Haihang Han, Hanyu Deng, Qiao Dong, Xingyu Gu, Tianjie Zhang, Yangyang Wang

“…The Canny edge detection has demonstrated outstanding performance in crack detection; this algorithm helps to obtain more details of both cracks and noises. …”
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