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    Chapter and Conference Paper

    Soft Computing Techniques for Weather Forecasting: A Review

    Weather forecasting accuracy is a challenging task faced throughout the world today because of its multi-dimensional and nonlinear data. Weather forecasting is a method that relies on a variety of meteorologic...

    Shimaila, Sifatullah Siddiqi in Proceedings of International Conference on… (2023)

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    Chapter and Conference Paper

    Improved Hate Speech Detection System Using Multi-layers Hybrid Machine Learning Model

    Hate speech and cyber-harassment have been a major concern on the Internet for a long time. Furthermore, social media platforms, particularly Twitter and Facebook, have elevated it to a worldwide platform on w...

    Mohiyaddeen, Sifatullah Siddiqi, Faiyaz Ahmad in Computer Vision and Robotics (2022)

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    Chapter and Conference Paper

    Improved RAKE Models to Extract Keywords from Hindi Documents

    In this paper, we have proposed several improved versions of rapid automatic keyword extraction (RAKE) algorithm for extracting keywords from Hindi documents. As RAKE requires a stopword list to generate the s...

    Sifatullah Siddiqi, Aditi Sharan in Information Systems Design and Intelligent Applications (2018)

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    Chapter and Conference Paper

    Keyword Extraction from Hindi Documents Using Document Statistics and Fuzzy Modelling

    In this paper, we put forward a novel unsupervised, domain independent and corpus independent approach for automatic keyword extraction. Our approach combines the document statistics of frequency and spatial d...

    Sifatullah Siddiqi, Aditi Sharan in Information Systems Design and Intelligent Applications (2018)

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    Chapter and Conference Paper

    Keyword Extraction from Hindi Documents Using Statistical Approach

    Keywords of a document give us an idea about its important points without going through the whole text. In this paper, we propose an unsupervised, domain-independent, and corpus-independent approach for automa...

    Aditi Sharan, Sifatullah Siddiqi in Intelligent Computing, Communication and D… (2015)