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    Chapter and Conference Paper

    A Comparative Analysis of Modern Machine Learning Approaches for Automatic Classification of Scientific Articles

    Automatic classification of scientific articles is very beneficial for the scientific research community to know whether the journal is appropriate or not. Specifically, it helps editor(s) pre-screen them at t...

    Kongkan Bora, Nihar Jyoti Baishya in Big Data, Machine Learning, and Applicatio… (2024)

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    Chapter and Conference Paper

    Extractive Summarization of Indian Legal Documents

    A legal document is generally very long and possess hierarchical structure which makes it very difficult to get a quick understanding of these documents. Legal practitioners generally engage legal experts for ...

    M. N. Satwick Gupta, N. L. Siva Narayana, V. Sai Charan in Edge Analytics (2022)

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    Chapter and Conference Paper

    Machine Learning Based Automatic Prediction of Parkinson’s Disease Using Speech Features

    Parkinson’s disease is a severe neurodegenerative disease where primarily the motor system of the human body gets affected. It is currently one of the leading causes of disability around the world. Although cu...

    Deepali Jain, Arnab Kumar Mishra in Proceedings of International Conference on… (2021)

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    Chapter and Conference Paper

    In-Memory Big Graph: A Future Research Agenda

    With the growth of the inter-connectivity of the world, Big Graph has become a popular emerging technology. For instance, social media (Facebook, Twitter). Prominent examples of Big Graph include social networ...

    Deepali Jain, Ripon Patgiri, Sabuzima Nayak in Business Information Systems (2019)

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    Chapter and Conference Paper

    Network Motifs: A Survey

    Network motifs are the building blocks of complex networks. Studying these frequently occurring patterns disclose a lot of information about these networks. The applications of Network motifs are very much evi...

    Deepali Jain, Ripon Patgiri in Advances in Computing and Data Sciences (2019)

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    Chapter and Conference Paper

    Measurement of Users’ Experience on Online Platforms from Their Behavior Logs

    Explicit measurement of experience, as mostly practiced, takes the form of satisfaction scores obtained by asking questions to users. Obtaining response from every user is not feasible, the responses are condi...

    Deepali Jain, Atanu R. Sinha, Deepali Gupta in Advances in Knowledge Discovery and Data M… (2018)

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    Chapter and Conference Paper

    Fairness Aware Recommendations on Behance

    Traditionally, recommender systems strive to maximize the user acceptance of the recommendations, while more recently, diversity and serendipity have also been addressed. In two-sided platforms, the users can ...

    Natwar Modani, Deepali Jain, Ujjawal Soni in Advances in Knowledge Discovery and Data M… (2017)