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Toward Machine Learning and Big Data Approaches for Learning Analytics
2019 IEEE Tenth International Conference on Technology for Education (T4E), 2019There is a paradigm shift in education due to online learning approaches and virtual learning environments. Machine learning methods have been used in a limited manner previously for learning analytics. These models can predict learning outcomes and enable understanding relationships between various learning variables.
Prasanth Sai Gouripeddi +2 more
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Paradigms of Machine Learning and Data Analytics
2020This chapter conducts a critical review on ML and deep learning tools and techniques in the field of heart disease related to heart disease complexity, prediction, and diagnosis. Only specific papers are selected for the study to extract useful information, which stimulated a new hypothesis to understand further investigation of the heart disease ...
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Data Analytics and Machine learning applied to Transport Layer
Optical Fiber Communication Conference, 2018• The presentation is organized into two main parts • Part 1: overview on Machine Learning □ Basic concepts (supervised/unsupervised learning, bias/variance trade-off, etc.) □ Some algorithms • Linear regression • Neural Networks • K-nearest neighbours.
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Introduction to Machine Learning for Data Analytics
2022L. K. Indumathi +2 more
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The role of machine learning analytics and metrics in retailing research
Journal of Retailing, 2021Neil T. Bendle +2 more
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Big Data Analytics and Machine Learning
2022Francis Alex Kuzhippallil +3 more
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Audit data analytics, machine learning, and full population testing
Journal of Finance and Data Science, 2022Won Gyun No +2 more
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Advances in Machine Learning and Data Analytics
2021Hasmat Malik, Nuzhat Fatema, Atif Iqbal
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Precision agriculture using IoT data analytics and machine learning
Journal of King Saud University - Computer and Information Sciences, 2022Ravesa Akhter, Shabir Ahmad Sofi
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