American Journal of Mathematical and Computer Modelling

Volume 9, Issue 1, March 2024

  • Research Article

    Enhanced MNB Method for SPAM E-mail/SMS Text Detection Using TF-IDF Vectorizer

    Anoushka Dasgupta, Shideh Yavary Mehr*

    Issue: Volume 9, Issue 1, March 2024
    Pages: 1-8
    Received: 8 March 2024
    Accepted: 3 April 2024
    Published: 28 April 2024
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    Abstract: Spam, whether in the form of SMS or email, poses significant threats by compromising user privacy and potentially leading to unauthorized access to personal data. In the era of smartphones, where users store sensitive information, the risk of cyber-attack through spam messages is heightened. This research addresses the pressing issue of spam SMS an... Show More
  • Research Article

    A Hybrid Intelligent Noise Pollution Prediction Model Based on ANFIS and Nature-Inspired Algorithms

    Peter Ekow Baffoe*, Cynthia Borkai Boye

    Issue: Volume 9, Issue 1, March 2024
    Pages: 9-21
    Received: 11 April 2024
    Accepted: 30 April 2024
    Published: 17 May 2024
    DOI: 10.11648/j.ajmcm.20240901.12
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    Abstract: In developing countries, researches in the areas of epidemiology, urban planning and environmental issues, it is extremely difficult to predict urban noise level in the neighborhoods. The majority of the noise-predicting algorithms in use today have limitations when it comes to prediction of noise level changes during intra-urban development and he... Show More