Showing 1 - 20 results of 9,928 for search 'data (analytics OR analysis) and machine learning', query time: 0.35s Refine Results
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    Learning Analytics: A Data Mining and Machine Learning Perspective by Salam Ullah Khan, Kifayat Ullah, Mahvash Arsalan Lodhi, Sadaqat Ali Khan Bangash

    Published 2019-03-01
    “…Index Terms—Systematic Literature Review (SLR), Learning Analytics (LA), Big Data, Educational Data Mining (EDM), Machine Learning (ML). …”
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    Article
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    Machine learning approaches for improving atomic force microscopy instrumentation and data analytics by Nabila Masud, Jaydeep Rade, Md. Hasibul Hasan Hasib, Adarsh Krishnamurthy, Adarsh Krishnamurthy, Anwesha Sarkar

    Published 2024-09-01
    “…Significant progress has been made recently in artificial intelligence (AI) and deep learning (DL), extending into microscopy. In this review, we summarize how researchers have implemented machine learning approaches so far to improve the performance of atomic force microscopy (AFM), make AFM data analytics faster, and make data measurement procedures high-throughput. …”
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    Big data analytics in healthcare: data sources, tools, challenges, and opportunities by Mohammed Badawy, Nagy Ramadan, Hesham Ahmed Hefny

    Published 2024-12-01
    “…Therefore, this study aims to provide an overview of big data’s role in healthcare prediction by discussing its data sources, analytical techniques, and challenges. …”
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    Article
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    Analytic field solution for machine learning integrating physics model and data driven approach by Xiaobin Wang, April Wang

    Published 2025-05-01
    “…We derive analytical formulas for machine learning that merge a physics model with a data driven approach. …”
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    Article
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    Data Analytics and Machine Learning Models on COVID-19 Medical Reports Enhanced with XAI for Usability by Oliver Lohaj, Ján Paralič, Zuzana Paraličová, Daniela Javorská, Elena Zagorová

    Published 2025-08-01
    “…<b>Objective</b>—To identify effective data analytics and machine learning solutions that can help in the decision-making process in the medical domain and contribute to the understanding of COVID-19 disease. …”
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    Article
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    A Novel Hybrid Model for Loan Default Prediction in Maritime Finance Based on Topological Data Analysis and Machine Learning by Mohammad Amin Kheneifar, Babak Amiri

    Published 2025-01-01
    “…This study proposes a novel framework integrating topological data analysis (TDA) and machine learning (ML) to enhance default prediction in maritime finance. …”
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    Article
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    Machine Learning in Baseball Analytics: Sabermetrics and Beyond by Wenbing Zhao, Vyaghri Seetharamayya Akella, Shunkun Yang, Xiong Luo

    Published 2025-04-01
    “…Third, we conduct an in-depth analysis of the machine learning models applied in baseball analytics. …”
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    Article
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