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Titlebook: Machine Learning and Intelligent Communications; 5th International Co Mingxiang Guan,Zhenyu Na Conference proceedings 2021 ICST Institute f

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An Optimized SSD Target Detection Algorithm Based on K-Means Clusteringaccuracy and detection speed. The algorithm is applied to actual aluminum defect detection, the defect detection accuracy reaches 77.6% mAP, which is 2.86% higher than the original SSD512 model, and the detection speed is increased from 37 FPS to 39 FPS.
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1867-8211 munications, MLICOM 2020, held in Shenzhen, China, in September 2020. Due to COVID-19 pandemic the conference was held virtually.. The 55 revised full papers were carefully selected from 133 submissions. The papers are organized thematically in intelligent resource ( spectrum, power) allocation sche
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Conference proceedings 2021uration; intelligent communications; intelligent positioning and navigation systems; smart unmanned vehicular technology; intelligent space and terrestrial integrated networks; machine learning algorithm and Intelligent networks..
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An Empirical Comparison of Implementation Efficiency of Iterative and Recursive Algorithms of Fast Frithm, and iterative algorithm written in C++ runs most efficiently; iterative program written in C++, C# and Python is more efficient than recursive algorithm, and Java’s recursive algorithm is more efficient than iterative algorithm.
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Automatic Scoring of L2 English Speech Based on DNN Acoustic Models with Lattice-Free MMIForward-Backward Algorithm with lattice free MMI acoustic models were used to improved GOP based automatic scoring. Experimental results show that our proposed lattice free MMI based methods outperform conventional regular DNN based automatic scoring methods.
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Conference proceedings 2021s, MLICOM 2020, held in Shenzhen, China, in September 2020. Due to COVID-19 pandemic the conference was held virtually.. The 55 revised full papers were carefully selected from 133 submissions. The papers are organized thematically in intelligent resource ( spectrum, power) allocation schemes; appli
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