Underwater Incomplete Target Recognition Network via Generating Feature Module by Qi Shen, Jishen Jia, Lei Cai

“…Finally, supervised contrastive learning is introduced into few-shot learning to improve the intraclass similarity and interclass distance of the target and enhance the generalization of the algorithm. The UIFI dataset is produced to verify the effectiveness of the algorithm in this paper. …”
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A DE-Based Scatter Search for Global Optimization Problems by Kun Li, Huixin Tian

“…This hybrid algorithm is called a DE-based SS (SSDE) algorithm. …”
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CMAIS-WOA: An Improved WOA with Chaotic Mapping and Adaptive Iterative Strategy by Chao-Hsien Hsieh, Qing Zhang, Ya Xu, Ziyi Wang

“…This algorithm addresses the issues of the WOA algorithm that is prone to local optimal solutions with low stability. …”
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Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model by Yuanyuan Li

“…To this end, this paper introduces the machine learning algorithms used in this paper, including the AdaBoost algorithm and the SVR algorithm. …”
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Control Theory-Based Load Balancing for Wireless Sensor Network by Sanqi Zhou, Yinchao Chen

“…Then, we propose an algorithm to implement the controller and perform the simulation. …”
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Service Discovery and Selection Based on Dynamic QoS in the Internet of Things by Naiheng Zhang

“…The algorithm uses position matrix coding to represent all execution paths and replanning information of the service combination. …”
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Bicriterion Optimization for Flow Shop with a Learning Effect Subject to Release Dates by Ji-Bo Wang, Jian Xu, Jing Yang

“…Computational experiments are also carried out to examine the effectiveness and the efficiency of the B&B algorithm and the MOMA algorithm.…”
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Correlation Measures of Dual Hesitant Fuzzy Sets by Lei Wang, Mingfang Ni, Lei Zhu

“…Furthermore, we prove that the direct transfer algorithm is equivalent to transfer closure algorithm, but its asymptotic time complexity and space complexity are superior to the latter. …”
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Research on wireless coverage area detection technology for 5G mobile communication networks by Hongjun Wang, Yu Zhou, Wenhao Sha

“…Then, an interpolation estimation algorithm is adopted to estimate the interpolation of the area. …”
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Scheduling with Collaborative Mobile Chargers Inter-WSNs by Jidong Zhao, Xili Dai, Xiaomin Wang

“…Through the simulations, we compare our proposed algorithm with the H η C l u s t e r C h a r g i n g ( β ) algorithm. …”
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BICO MPPT: A Faster Maximum Power Point Tracker and Its Application for Photovoltaic Panels by Hadi Malek, YangQuan Chen

“…This paper develops a maximum power point tracking (MPPT) algorithm to optimize photovoltaic (PV) array performance and make it more compatible to rapidly varying weather conditions. …”
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Hybrid clustering strategies for effective oversampling and undersampling in multiclass classification by Amirreza Salehi, Majid Khedmati

“…Based on the results, the proposed algorithm outperforms the competing algorithms under different scenarios. …”
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HighDimMixedModels.jl: Robust high-dimensional mixed-effects models across omics data. by Evan Gorstein, Rosa Aghdam, Claudia Solís-Lemus

“…The penalized likelihood approach to fitting these models relies on a coordinate descent algorithm that lacks guarantees of convergence to a global optimum. …”
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An Adaptive Spectral Kurtosis Method Based on Optimal Filter by Yanli Yang, Ting Yu

“…The parameters of the proposed SK algorithm are varying adaptively with signals. Some experimental results are presented to demonstrate the effectiveness of the proposed algorithm.…”
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A New Optimization via Simulation Approach for Dynamic Facility Layout Problem with Budget Constraints by Parham Azimi, Hamid Reza Charmchi

“…A new efficient heuristic algorithm has been developed for the dynamic facility layout problem with budget constraint (DFLPB) using optimization via simulation technique. …”
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Feature Extraction and Classification of Music Content Based on Deep Learning by Qianqiu Shi, Young Chun Ko

“…The improved depth confidence network identifies and classifies Chinese traditional musical instruments through Softmax layer, and the accuracy is even as high as 99.2%; DBN is combined with Softmax neural network algorithm when only a few labeled samples in the training set are used for network fine-tuning, and the accuracy of the algorithm can still reach more than 90%, which can reduce the workload in the early stage. …”
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5D Hyperchaotic Image Encryption Scheme Based on Fibonacci Q-Matrix by Geeta Biban, Renu Chugh, Anju Panwar, Mohammad Sajid

“…This article proposed an image encryption scheme along a novel five-dimensional hyperchaotic system and a Fibonacci Q-matrix (FQ-matrix) for gray images. This designed algorithm follows two key stages: the confusion stage and the diffusion stage. …”
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A Noble Classification Framework for Data Glove Classification of a Large Number of Hand Movements by Yuhuang Zheng

“…This classification framework includes the following two parts: the movement detection algorithm and the movement classification algorithm. …”
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Intelligent Fault Diagnosis of Machines Based on Adaptive Transfer Density Peaks Search Clustering by Meng Li, Yanxue Wang, Chuyuan Wei

“…Combined with the wavelet packet energy feature extraction algorithm, the proposed algorithm can enhance the computational accuracy and reduce the computational time consumption. …”
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Integrated Guidance and Control of Interceptor Missile Based on Asymmetric Barrier Lyapunov Function by Xiang Liu, Xiaogeng Liang

“…In this study, a novel integrated guidance and control (IGC) algorithm based on an IGC method and the asymmetric barrier Lyapunov function is designed; this algorithm is designed for the interceptor missile which uses a direct-force/aerodynamic-force control scheme. …”
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