Výsledky vyhledávání - cross-prediction algorithm

Secure Communication via Chaotic Synchronization Based on Reservoir Computing Autor Liu, Jiayue, Zhang, Jianguo, Wang, Yuncai

“… Simultaneously, the cross-prediction algorithm has been proposed to weaken the accumulation…”
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Security-enhanced coherent optical chaotic secure communication based on linearly coupled reservoir computing Autor Zhong, Haibin, Xie, Yingke, Wang, Fei, Lin, Xiaodong, Gao, Ziye, Cao, Jun, Wang, Yu, Wu, Yulong, Chen, Jianjun, Deng, Tao

“… Benefiting from the cross-prediction algorithm in reservoir computing (RC), the well-trained LCRC can achieve high-quality chaos synchronization with the transmitter, which can significantly reduce the system costs and challenges…”
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Nonintrusive load monitoring in residential households with low-resolution data Autor Shi, Xin, Ming, Hao, Shakkottai, Srinivas, Xie, Le, Yao, Jianguo

“…•The algorithm improves the disaggregation accuracy and computational efficiency.•An analysis of how the data resolution affects the prediction performance is performed…”
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Intelligent Prediction Algorithm of Cross-Border E-Commerce Logistics Cost Based on Cloud Computing Autor Gao, Wanli

“…Cross-border e-commerce logistics cost prediction algorithm does not consider logistics distribution scheduling, and logistics information interchange is not enough, which leads to confusion…”
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Cross-prediction-powered inference Autor Zrnic, Tijana, Candès, Emmanuel J

“… We introduce cross-prediction: a method for valid inference powered by machine learning. With a small…”
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Noise Estimation Using Mean Square Cross Prediction Error for Speech Enhancement Autor Wang, Gang, Li, Chunguang, Dong, Le

“… The preproposed mean square cross prediction error (MSCPE) based blind source extraction algorithm is utilized to extract the additive noise from the noisy speech signal in the first stage…”
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Extended range (10–30 days) heavy rain forecasting study based on a nonlinear cross-prediction error model Autor Xia, Zhiye, Chen, Hongbin, Xu, Lisheng, Wang, Yongqian

“… In this paper, a nonlinear cross prediction error (NCPE) algorithm that combines nonlinear dynamics and statistical methods is proposed…”
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A Framework of Target Detection in Hyperspectral Imagery Based on Blind Source Extraction Autor Wang, Gang, Zhang, Ying, He, Binbin, Chong, Kil To

“… The mean square cross prediction error (MSCPE)-based BSE method is used as the kernel algorithm where the autoregressive (AR…”
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Folded-unfolded cross-predictions and protein evolution: The case study of coiled-coils Autor Szappanos, Balázs, Süveges, Dániel, Nyitray, László, Perczel, András, Gáspári, Zoltán

“…Here we report a thorough analysis of cross-predictions between coiled-coil and disordered protein segments using various prediction algorithms for both sequence classes…”
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Extended Range （10-30 Days） Heavy Rain Forecasting Study Based on a Nonlinear Cross-Prediction Error Model Autor XIA Zhiye CHEN Hongbin XU Lisheng WANG Yongqian

“… In this paper, a nonlinear cross prediction error （NCPE） algorithm that combines nonlinear dynamics and statistical methods is proposed…”
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Retracted: Intelligent Prediction Algorithm of Cross-Border E-Commerce Logistics Cost Based on Cloud Computing Autor Programming, Scientific

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Cross-predicting the dynamics of an optically injected single-mode semiconductor laser using reservoir computing Autor Cunillera, A, Soriano, M C, Fischer, I

“… Cross-predicting the missing data is, therefore, of considerable interest. Here, we use a machine learning algorithm based on reservoir computing to perform cross-prediction of unknown variables of a chaotic dynamical laser system…”
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Non-linear dynamic analysis of clozapine-induced electroencephalographic changes in schizophrenic patients - a preliminary study Autor Kang, Ung Gu, Park, Kyung-Tae, Ahn, Yong Min, Koo, Young Jin, Yoon, Se Chang, Yi, Sang-Hoon, Kim, Yong Sik

“… However, the mutual cross-prediction (MCP) algorithm showed potentially meaningful results…”
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Neural network predictions of ( α , n ) reaction cross sections at 18.5±3 MeV using the Levenberg-Marquardt algorithm Autor Özdoğan, Hasan, Üncü, Yiğit Ali, Şekerci, Mert, Kaplan, Abdullah

“… Specifically, for predicting (α,n) reaction cross-sections, we meticulously fine-tuned the neural network's performance by optimizing its parameters through the Levenberg-Marquardt algorithm…”
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Clustering analysis and machine learning algorithms in the prediction of dietary patterns: Cross‐sectional results of the Brazilian Longitudinal Study of Adult Health (ELSA‐Brasil) Autor Silva, Vanderlei Carneiro, Gorgulho, Bartira, Marchioni, Dirce Maria, Araujo, Tânia Aparecida de, Santos, Itamar de Souza, Lotufo, Paulo Andrade, Benseñor, Isabela Martins

“…Background Machine learning investigates how computers can automatically learn. The present study aimed to predict dietary patterns and compare algorithm performance in making predictions of dietary patterns…”
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End-to-end data-dependent routing in multi-path neural networks Autor Tissera, Dumindu, Wijesinghe, Rukshan, Vithanage, Kasun, Xavier, Alex, Fernando, Subha, Rodrigo, Ranga

“…Neural networks are known to give better performance with increased depth due to their ability to learn more abstract features. Although the deepening of…”
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Cross‐project defect prediction method based on genetic algorithm feature selection Autor Hu, Zhixi, Zhu, Yi

“…With the continuous development of Internet technology, the role of software in life is increasing, and software defect prediction (SDP) is a key means to…”
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Cross-band spectrum prediction algorithm based on data conversion using generative adversarial networks Autor Peng, Chuang, Zhu, Rangang, Zhang, Mengbo, Wang, Lunwen

“…Spectrum prediction is one of the new techniques in cognitive radio that predicts changes in the spectrum state and plays a crucial role in improving spectrum…”
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Price Forecasting of Marine Fish Based on Weight Allocation Intelligent Combinatorial Modelling Autor Wu, Daqing, Lu, Binfeng, Xu, Zinuo

“…China is a major player in the marine fish trade. The price prediction of marine fish is of great significance to socio-economic development and the fisheries…”
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Multi-objective evolutionary multi-tasking algorithm using cross-dimensional and prediction-based knowledge transfer Autor Chen, Qunjian, Ma, Xiaoliang, Yu, Yanan, Sun, Yiwen, Zhu, Zexuan

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