Machine Learning Research

Volume 2, Issue 3, September 2017

  • Secrecy of Uploaded Images on Locates Using A3P Algorithm

    Sivanantham Sivakumar, Musrathasleema Abdul Rahman, Nandhini Balu, Nivetha Nainar

    Issue: Volume 2, Issue 3, September 2017
    Pages: 78-85
    Received: Feb. 13, 2017
    Accepted: Mar. 15, 2017
    Published: Mar. 29, 2017
    DOI: 10.11648/j.mlr.20170203.11
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    Abstract: With increasing volume of images users share through social sites, maintaining privacy has become a major problem, as demonstrated by a recent wave of publicized incidents where users individually shared personal information. In light of these incidents, the need of tools to help users control access to their shared content is apparent. Toward addr... Show More
  • Using Soft Computing Techniques for Prediction of Winners in Tennis Matches

    Mateus de Araujo Fernandes

    Issue: Volume 2, Issue 3, September 2017
    Pages: 86-98
    Received: Feb. 24, 2017
    Accepted: Mar. 20, 2017
    Published: Apr. 10, 2017
    DOI: 10.11648/j.mlr.20170203.12
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    Abstract: The forecast of winners in sports brings valuable information for both organizers, media and audience, and this is particularly important in tennis, where the results of a round in a tournament determine which matches will occur in the next round. With that in mind, this work presents a study of the main factors influencing matches predictability a... Show More
  • Intelligent Unmanned New Aerial Vehicles for Rescue Mission Based on a Novel Optimal Control and Imperialist Competition Algorithm (ICA)

    Iman Shafieenejad, Ahmad Cheraghi, Mona Tafreshi

    Issue: Volume 2, Issue 3, September 2017
    Pages: 99-104
    Received: Feb. 25, 2017
    Accepted: Mar. 24, 2017
    Published: Apr. 10, 2017
    DOI: 10.11648/j.mlr.20170203.13
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    Abstract: In this paper, new aerial vehicle is proposed for rescue mission. This new and developed aerial vehicle can be named as Samarai Mono-Copter (SMC) with especial and novel design. The mission is considered as mountain rescue operation to show the ability of SMC vehicle about life saving. SMC can be used widely in the many field of human life such as ... Show More
  • Chinese Word Segmentation Based on Conditional Random Field

    Junxia Deng, Hong Zhang, Shanzai Li

    Issue: Volume 2, Issue 3, September 2017
    Pages: 105-109
    Received: Feb. 06, 2017
    Accepted: Feb. 27, 2017
    Published: Apr. 17, 2017
    DOI: 10.11648/j.mlr.20170203.14
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    Abstract: This paper systematically describes the definition, model structure, parameter estimation and corpus selection of the conditional random field model, and applies the conditional random field to the Chinese word segmentation and the Chinese word segmentation method. In this paper, a large number of experiments have been carried out using conditional... Show More
  • A Brief Summary of Pervasive Computing System’s Main Structure

    Pınar Kirci

    Issue: Volume 2, Issue 3, September 2017
    Pages: 110-112
    Received: Feb. 15, 2017
    Accepted: Mar. 27, 2017
    Published: Apr. 17, 2017
    DOI: 10.11648/j.mlr.20170203.15
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    Abstract: Recently, the people have many technological opportunities to reach data. Nowadays, many products and new technologies are put on the markets at every hour. Today, in addition to produce new devices and technologies, the researchers should provide these devices to cooperate with each other at the most. And also, these devices and technologies shoul... Show More