Machine Learning Research

Volume 4, Issue 1, March 2019

  • Emerging Smart Grid Communication Technology for Mitigating Power Distribution Network Problems

    Aparna S. Telang, Prashant P. Bedekar, Ashish K. Duchakke

    Issue: Volume 4, Issue 1, March 2019
    Pages: 1-6
    Received: Mar. 22, 2019
    Accepted: Apr. 26, 2019
    Published: May 23, 2019
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    Abstract: Communication network is an integral part of an intelligent based fully automated smart grid system. It plays an important role in the framework of the transition towards distribution side of the smart grid system. Power theft, Fault detection, Overloading etc. are some of the important issues on the power distribution networks. To address these is... Show More
  • Fingerprint Recognition Using Markov Chain and Kernel Smoothing Technique with Generalized Regression Neural Network and Adaptive Resonance Theory with Mapping

    Hemad Heidari Jobaneh

    Issue: Volume 4, Issue 1, March 2019
    Pages: 7-12
    Received: Apr. 04, 2019
    Accepted: May 16, 2019
    Published: Jun. 04, 2019
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    Abstract: The necessity of fast and precise identification from fingerprints might be fulfilled via systems benefiting from intelligent elements such as Neural Networks. The process of recognition and classification have been performed according to beneficial points called core point, singularities, or minutiae. However, points always are sensitive to noise ... Show More
  • Systematic Approach Towards Computer Aided Non-Linear Control System Analysis Using Describing Function Models

    Aparna Sadanand Telang, Prashant Prabhakar Bedekar

    Issue: Volume 4, Issue 1, March 2019
    Pages: 13-20
    Received: Mar. 22, 2019
    Accepted: Apr. 30, 2019
    Published: Jun. 18, 2019
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    Abstract: In recent years, control system problems involving non linearities are important concerns in the framework of automation industries. Actuators with non-linear behavior such as saturation, dead zone, relay, backlash etc. may be responsible for poor control performance in the system. The analysis of these non-linearities is an important task for a co... Show More
  • QoS Aware Cloud Based Routing Protocol for Security Improvement of Hybrid Wireless Network

    Uma Khemchand Thakur, Chandrashekhar Dethe

    Issue: Volume 4, Issue 1, March 2019
    Pages: 21-26
    Received: Apr. 09, 2019
    Accepted: May 28, 2019
    Published: Jun. 20, 2019
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    Abstract: The recent advances and the convergence of micro electro-mechanical systems technology, integrated circuit technologies, microprocessor hardware and Nano-technology, wireless communications, Ad-hoc networking routing protocols, distributed signal processing, and embedded systems have made the concept of Wireless Sensor Networks (WSNs). Sensor netwo... Show More