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  1. Article

    Modeling Hybrid Feature-Based Phishing Websites Detection Using Machine Learning Techniques

    In this paper, we mainly present a machine learning based approach to detect real-time phishing websites by taking into account URL and hyperlink based hybrid features to achieve high accuracy without relying on ...

    Sumitra Das Guptta, Khandaker Tayef Shahriar, Hamed Alqahtani in Annals of Data Science (2024)

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    Article

    COVID-19 Fake News Detection using Deep Learning Model

    People may now receive and share information more quickly and easily than ever due to the widespread use of mobile networked devices. However, this can occasionally lead to the spread of false information. Suc...

    Mahabuba Akhter, Syed Md. Minhaz Hossain, Rizma Sijana Nigar in Annals of Data Science (2024)

  3. Article

    Open Access

    Machine Learning for Intelligent Data Analysis and Automation in Cybersecurity: Current and Future Prospects

    Due to the digitization and Internet of Things revolutions, the present electronic world has a wealth of cybersecurity data. Efficiently resolving cyber anomalies and attacks is becoming a growing concern in t...

    Iqbal H. Sarker in Annals of Data Science (2023)

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    Article

    A Machine Learning Model for Predicting Individual Substance Abuse with Associated Risk-Factors

    Substance abuse is the unrestrained and detrimental use of psychoactive chemical substances, unauthorized drugs, and alcohol that can ultimately lead a human to disastrous consequences. As patients with this b...

    Uwaise Ibna Islam, Enamul Haque, Dheyaaldin Alsalman in Annals of Data Science (2023)

  5. Article

    An Improved K-means Clustering Algorithm Towards an Efficient Data-Driven Modeling

    K-means algorithm is one of the well-known unsupervised machine learning algorithms. The algorithm typically finds out distinct non-overlap** clusters in which each point is assigned to a group. The minimum ...

    Md. Zubair, MD. Asif Iqbal, Avijeet Shil, M. J. M. Chowdhury in Annals of Data Science (2022)