Electronics Optics & Control, Volume. 24, Issue 11, 78(2017)

DBN Based Feature Extraction for Flight Data of Quick Access Recorder

DAI Jing-rui1... WU Qi1, REN He2 and QIU Xu-yi3 |Show fewer author(s)
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  • 1[in Chinese]
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  • 3[in Chinese]
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    References(8)

    [2] [2] NAIKAL N,YANG A Y,SASTRY S S.Informative feature selection for object recognition via sparse PCA[C]//IEEE International Conference on Computer Vision,2012:818-825.

    [4] [4] LI L S,GARIEL M,HANSMAN R J,et al.Anomaly detection in onboard-recorded flight data using cluster analysis[C]//IEEE/AIAA 30th Digital Avionics Systems Conference (DASC),2011:213-226.

    [5] [5] LECUN Y,BENGIO Y,HINTON G E.Deep learning[J].Nature,2015,521(14539):436-444.

    [6] [6] HINTON G E,SALAKHUTDINOV R R.Reducing the dimensionality of data with neural networks[J].Science, 2006,313(5786):504-506.

    [7] [7] SALAKHUTDINOV R,MURRAY I.On the quantitative analysis of deep belief networks[C]//International Conference on Machine Learning,ACM,2008:872-879.

    [8] [8] ACKLEY D H,HINTON G E,SEJNOWSKI T J.A learning algorithm for Boltzmann machines[J].Cognitive Science, 1985,9(1):147-169.

    [9] [9] BENGIO Y,LAMBLIN P,POPOVICI D.Greedy layer-wise training of deep networks[C]//NIPS'06:Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems,Cambridge:MIT Press,2007:53-160.

    [10] [10] RASMUSSEN C E.Gaussian processes in machine learning[M].Berlin:Springer Berlin Heidelberg,2004.

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    DAI Jing-rui, WU Qi, REN He, QIU Xu-yi. DBN Based Feature Extraction for Flight Data of Quick Access Recorder[J]. Electronics Optics & Control, 2017, 24(11): 78

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    Paper Information

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    Received: Nov. 23, 2016

    Accepted: --

    Published Online: Nov. 27, 2017

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2017.11.016

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