American Journal of Data Mining and Knowledge Discovery

Archive

Volume 9, Issue 1, June 2024

  • Research Article

    Exploring a Novel Approach of K-mean Gradient Boosting Algorithm with PCA for Drought Prediction

    Babatunde Isaiah Ayinla*, Rasheedat Aderonke Abdulsalam

    Issue: Volume 9, Issue 1, June 2024
    Pages: 1-19
    Received: 11 June 2024
    Accepted: 8 July 2024
    Published: 23 July 2024
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    Abstract: Drought poses a significant threat to essential resources like food, land, and public health. Machine Learning (ML) has emerged as a powerful tool in weather forecasting, leveraging algorithms to predict weather phenomena with remarkable accuracy. ML models excel in navigating complex atmospheric systems, including those affected by climate change,... Show More
  • Research Article

    Deciphering the Symptom Spectrum: A Comprehensive Analysis of Migraine Patterns and Types

    Firoz Hasan, Rubina Khatun*, Engr. Mohammad Salman, Tarek Mahmud, Dewan Mamun Raza, Aynul Hasan Nahid

    Issue: Volume 9, Issue 1, June 2024
    Pages: 20-31
    Received: 14 August 2024
    Accepted: 11 September 2024
    Published: 29 October 2024
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    Abstract: Complex neurological diseases like migraine migraine affect a large section of the global population, causing health, social, and economic issues. Migraine causes intense, painful headaches that are usually one-sided and pulsing. Auras, nausea, vomiting, and excessive light and sound sensitivity may precede these episodes. Migraine affect millions ... Show More