Výsledky vyhledávání - parallel and network algorithms

Using Big Data-Based Neural Network Parallel Optimization Algorithm in Sports Fatigue Warning Autor Sun, Yudong, He, Yahui

“… This study designs a feature map-based pruning strategy (PFM), which effectively reduces redundant parameters and reduces the time and space complexity of parallelized deep convolutional neural network (DCNN) training…”
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Retracted: Using Big Data-Based Neural Network Parallel Optimization Algorithm in Sports Fatigue Warning Autor Intelligence and Neuroscience, Computational

“…[This retracts the article DOI: 10.1155/2021/2747940.]…”
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BayesIan network constraint-based structure learning algorithms: Parallel and optimised implementations in the bnlearn R package Autor Scutari, Marco

“…It is well known in the literature that the problem of learning the structure of Bayesian networks is very hard to tackle…”
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Unit Commitment and Economic Dispatch via Graph Attention Neural Network–Based Parallel Distributed Coordination Algorithm Autor Zhou, Siyi, Shi, Liang, Xia, Min, Geng, Jian, Liu, Jun, Yu, Fang

“… The graph neural network is used to extract the inter‐unit relational features and predict the future power dispatch schedule of each unit, while the parallel distributed coordination algorithm (PDCA…”
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Min–Max Filtering and Exponential Fossa Optimization Algorithm–Based Parallel Convolutional Neural Network for Heart Disease Detection Autor Aathilakshmi, S, Balasubramaniam, S, Sivakumar, T A, Lakshmi, Chetana V

“…–based parallel convolutional neural network (EFOA-PCNN) is proposed in this paper for efficient heart disease detection…”
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Application of Multilayer Perceptron Genetic Algorithm Neural Network in Chinese-English Parallel Corpus Noise Processing Autor Li, Bing, Tuo, Anxie, Kong, Hanyue, Liu, Sujiao, Chen, Jia

“…This paper uses neural network as a predictive model and genetic algorithm as an online optimization algorithm to simulate the noise processing of Chinese-English parallel corpus…”
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Research on the construction and simulation of PO-Dijkstra algorithm model in parallel network of multicore platform Autor Zhang, Bo, Hu De Ji

“… Through the research and analysis, this paper has presented a parallel PO-Dijkstra algorithm for multicore platform which has split and parallelized the classical Dijkstra algorithm by the multi…”
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Modelling of flue gas injection and collaborative optimization of multi-injection parameters for efficient coal-based carbon sequestration combined with BP neural network parallel genetic algorithms Autor Fan, Zhanglei, Fan, Gangwei, Zhang, Dongsheng, Zhang, Lei, Chai, Yujian, Yu, Wei

“…•A refined THMC model with a convenient permeability model for GM-ECBM is established.•Different views on elevated injection temperature are explained for the…”
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Scalable Parallel Algorithm for Graph Neural Network Interatomic Potentials in Molecular Dynamics Simulations Autor Park, Yutack, Kim, Jaesun, Hwang, Seungwoo, Han, Seungwu

“…Message-passing graph neural network interatomic potentials (GNN-IPs), particularly those with equivariant representations such as NequIP, are attracting significant attention due to their data efficiency and high accuracy…”
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Parallel evolutionary algorithm for Water Distribution Network Design, using the Masters–Students model in distributed environment Autor Avila-Melgar, Erika Yesenia, Cruz-Chávez, Marco Antonio, Martínez-Bahena, Beatriz, Eraña-Díaz, Marta Lilia, Cruz-Rosales, Martín H.

“…; it has been called the Evolutionary Algorithm for Water Distribution Network Design Problem…”
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Proceeding : International Symposium on Parallel Architectures, Algorithms and Networks : I-SPAN 2004, May 10-12, 2004, Hong Kong, SAR, China Autor International Symposium on Parallel Architectures, Algorithms, and Networks

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Massively Parallel Tensor Network State Algorithms on Hybrid CPU-GPU Based Architectures Autor Menczer, Andor, Legeza, Örs

“…The interplay of quantum and classical simulation and the delicate divide between them is in the focus of massively parallelized tensor network state (TNS…”
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Parallel network simplex algorithm for the minimum cost flow problem Autor Kara, Gökçehan, Özturan, Can

“…In this work, we contribute a parallel implementation of the network simplex algorithm that is used for the solution of minimum cost flow problem…”
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A community detection-based parallel algorithm for quantum circuit simulation using tensor networks: A Community Detection-Based Parallel Algorithm for Quantum Circuit Autor Pastor, Alfred M., Badia, Jose M., Castillo, Maribel

“… We propose a new parallel multistage algorithm based on communities. The original tensor network is partitioned into several communities, which are then contracted in parallel…”
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Engineering Parallel Algorithms for Community Detection in Massive Networks Autor Staudt, Christian L., Meyerhenke, Henning

“… To transform such data into useful information, fast analytics algorithms and software tools are necessary…”
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A parallel algorithm for Bayesian network structure learning from large data sets Autor Madsen, Anders L., Jensen, Frank, Salmerón, Antonio, Langseth, Helge, Nielsen, Thomas D.

“…This paper considers a parallel algorithm for Bayesian network structure learning from large data sets…”
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A parallel algorithm for network traffic anomaly detection based on Isolation Forest Autor Tao, Xiaoling, Peng, Yang, Zhao, Feng, Zhao, Peichao, Wang, Yong

“… that it is prohibitive for a single computer to store and process the data. To solve these problems, we propose a parallel algorithm based on Isolation Forest and Spark for network…”
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Distributed parallel algorithms for online virtual network embedding applications Autor Lu, Qiao, Nguyen, Khoa, Huang, Changcheng

“… In this paper, we propose two distributed parallel genetic algorithms, which are based on two versions of crossover and mutation schemes, for online VN link embedding problems with low latency and high efficiency…”
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Retracted: Application of Multilayer Perceptron Genetic Algorithm Neural Network in Chinese-English Parallel Corpus Noise Processing Autor Intelligence and Neuroscience, Computational

“…[This retracts the article DOI: 10.1155/2021/7144635.].[This retracts the article DOI: 10.1155/2021/7144635.]…”
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A Visual Tracking Algorithm Combining Parallel Network and Dual Attention-Aware Mechanism Autor Ge, Haibo, Wang, Shuxian, Huang, Chaofeng, An, Yu

“…In order to solve the problems of semantic loss and inaccurate boundary detection in the process of object tracking, a visual tracking algorithm combining parallel structure with dual attention-aware…”
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