Search Results - "Vans, Edwin"

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  1. 1
    DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture

    DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture by Sharma, Alok, Vans, Edwin, Shigemizu, Daichi, Boroevich, Keith A., Tsunoda, Tatsuhiko

    Published in Scientific reports (06-08-2019)
    “…It is critical, but difficult, to catch the small variation in genomic or other kinds of data that differentiates phenotypes or categories. A plethora of data…”
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  2. 2
    DeepFeature: feature selection in nonimage data using convolutional neural network

    DeepFeature: feature selection in nonimage data using convolutional neural network by Sharma, Alok, Lysenko, Artem, Boroevich, Keith A, Vans, Edwin, Tsunoda, Tatsuhiko

    Published in Briefings in bioinformatics (05-11-2021)
    “…Artificial intelligence methods offer exciting new capabilities for the discovery of biological mechanisms from raw data because they are able to detect vastly…”
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  3. 3
    FEATS: feature selection-based clustering of single-cell RNA-seq data

    FEATS: feature selection-based clustering of single-cell RNA-seq data by Vans, Edwin, Patil, Ashwini, Sharma, Alok

    Published in Briefings in bioinformatics (01-07-2021)
    “…Abstract Motivation Advances in next-generation sequencing have made it possible to carry out transcriptomic studies at single-cell resolution and generate…”
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  4. 4
    Vision based autonomous path tracking of a mobile robot using fuzzy logic

    Vision based autonomous path tracking of a mobile robot using fuzzy logic by Vans, Edwin, Vachkov, Gancho, Sharma, Alok

    “…In this paper we present an algorithm for autonomous path tracking of a mobile robot to track straight and curved paths traced in the environment. The…”
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  5. 5
    A random selection fuzzy rule base for robust target approaching behavior of a mobile robot

    A random selection fuzzy rule base for robust target approaching behavior of a mobile robot by Vans, Edwin, Vachkov, Gancho

    “…In this paper we present a simple control architecture of a mobile robot for the purpose of target approaching. The proposed architecture combines three…”
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  6. 6
    Fuzzy controller tuning of a mobile robot for exploration and safe navigation in constrained environment

    Fuzzy controller tuning of a mobile robot for exploration and safe navigation in constrained environment by Vans, Edwin, Vachkov, Gancho

    “…In this paper we present a novel fuzzy controller structure for a mobile robot with the purpose for exploration of a constrained environment with obstacles…”
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  7. 7
    Localization for Wireless Sensor Networks: A Neural Network Approach

    Localization for Wireless Sensor Networks: A Neural Network Approach by Kumar, Shiu, Sharma, Ronesh, Vans, Edwin

    Published 07-02-2016
    “…International Journal of Computer Networks & Communications (IJCNC), vol. 8, pp. 61-71, January 2016 As Wireless Sensor Networks are penetrating into the…”
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