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Titlebook: Human Centered Computing; 5th International Co Danijela Milošević,Yong Tang,Qiaohong Zu Conference proceedings 2019 Springer Nature Switzer

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书目名称Human Centered Computing
副标题5th International Co
编辑Danijela Milošević,Yong Tang,Qiaohong Zu
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Human Centered Computing; 5th International Co Danijela Milošević,Yong Tang,Qiaohong Zu Conference proceedings 2019 Springer Nature Switzer
描述This book constitutes thoroughly reviewed, revised and selected papers from the 5th International Conference on Human Centered Computing, HCC 2019, held in Čačak, Serbia, in August 2019. The 48 full and 23 short papers presented in this volume were carefully reviewed and selected from a total of 133 submissions. The papers focus on deep learning and its applications on a variety of real-life problems, ranging from image/video analysis, to human-computer interaction, and to logistics and supply chain management.
出版日期Conference proceedings 2019
关键词artificial intelligence; communication systems; computer hardware; computer networks; computer science; c
版次1
doihttps://doi.org/10.1007/978-3-030-37429-7
isbn_softcover978-3-030-37428-0
isbn_ebook978-3-030-37429-7Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Performance-Improved UCD-Based Hybrid Precoding for Millimeter-Wave Massive MIMO Single User Systemve MIMO single user systems. Simulation results verify that the proposed UCD-based hybrid precoding scheme outperforms the conventional SVD-based and GMD-based hybrid precoding schemes, because it achieves much higher spectral efficiency and lower bit error rate (BER) at low SNR systems.
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Suicidal Ideation Detection via Social Media Analytics,on model with these three feature sets separately to generate six detection results. And after logistic regression, to get the final weighted results. In such a scheme, the results of model evaluation reveal that the proposed detection method achieves significantly better performance than that use existing feature selection methods.
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Reasoning Based Virtual Machine Mapping Toward Physical Machine,late this problem as a multi-objective optimization and propose a resource-aware reasoning based scheme with state-of-the-art solutions. The simulations results with real-world traces show that the integrated schemes use a fewer number of physical servers to accommodate more virtual machines.
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An Advanced Membrane Evolutionary Algorithm for Constrained Engineering Design Problems,on ability in PSO. The constraints are handled using a parameter-free penalty function. Several well-known engineering design problems have been used to measure the performance of the proposed algorithm in this paper. The simulation results show that the proposed algorithm is superior to the state-of-the-art algorithms.
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