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Learning Analytics: A Data Mining and Machine Learning Perspective
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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Big Data Analytics and Machine Learning for Smart Agriculture
Published 2025-03-01Get full text
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Precision agriculture using IoT data analytics and machine learning
Published 2022-09-01Subjects: Get full text
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Analysis of Multimodal Data in Project Management: Prospects for Using Machine Learning
Published 2024-02-01Subjects: Get full text
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Machine learning-based analysis of defensive strategies in basketball using player movement data
Published 2025-04-01Subjects: Get full text
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Environmental Data Analytics for Smart Cities: A Machine Learning and Statistical Approach
Published 2025-05-01Subjects: Get full text
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Exploring the Intersection of Machine Learning and Big Data: A Survey
Published 2025-02-01Subjects: “…machine learning…”
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Machine learning approaches for improving atomic force microscopy instrumentation and data analytics
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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Machine Learning Models and Mathematical Approaches for Predictive IoT Smart Parking
Published 2025-03-01Subjects: “…machine learning…”
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Forecasting the Unseen: Enhancing Tsunami Occurrence Predictions with Machine-Learning-Driven Analytics
Published 2025-05-01Subjects: Get full text
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Big data analytics in healthcare: data sources, tools, challenges, and opportunities
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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Analytic field solution for machine learning integrating physics model and data driven approach
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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Predictive athlete performance modeling with machine learning and biometric data integration
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Data Analytics and Machine Learning Models on COVID-19 Medical Reports Enhanced with XAI for Usability
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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A Big Data Based Analytical Model for Telecom Operator's Energy Usage Optimization
Published 2014-10-01Subjects: Get full text
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A Novel Hybrid Model for Loan Default Prediction in Maritime Finance Based on Topological Data Analysis and Machine Learning
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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Machine Learning in Baseball Analytics: Sabermetrics and Beyond
Published 2025-04-01“…Third, we conduct an in-depth analysis of the machine learning models applied in baseball analytics. …”
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A review of machine learning techniques for urban resilience research: The application and progress of different machine learning techniques in assessing and enhancing urban resili...
Published 2025-12-01Subjects: “…Machine learning…”
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