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Beyond Predictive Learning Analytics Modelling and onto Explainable Artificial Intelligence with Prescriptive Analytics and ChatGPT
A significant body of recent research in the field of Learning Analytics has focused on leveraging machine learning approaches for predicting at-risk...
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Big data and predictive analytics: A systematic review of applications
Big data involves processing vast amounts of data using advanced techniques. Its potential is harnessed for predictive analytics, a sophisticated...
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Predictive Analytics in Aviation Management
The aviation industry has undergone significant changes driven by technological advancements and changing consumer demands (Joseph 2023). One area...
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A theory of predictive sales analytics adoption
Given the pervasive ubiquity of data, sales practice is moving rapidly into an era of predictive analytics, using quantitative methods, including...
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Predictive Analytics in Education
You can make better predictions by analyzing your current data. It is no secret that predictive analytics is changing the educational landscape....
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Transfer learning: a cross domain LSTM way towards sustainable power predictive analytics
The most prevalent sustainable power generating resource that is reliable and widely installed for household or smaller localities is solar panels....
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Use of Predictive Analytics within Learning Analytics Dashboards: A Review of Case Studies
Learning analytics dashboards (LADs) provide educators and students with a comprehensive snapshot of the learning domain. Visualizations showcasing...
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Predictive Video Analytics in Online Courses: A Systematic Literature Review
The purpose of this study was to investigate the use of predictive video analytics in online courses in the literature. A systematic literature...
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A survey of long short term memory and its associated models in sustainable wind energy predictive analytics
Sustainable energy is the new normal towards saving the environment, thus resources generating sustainable green energy have gained global attention....
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Predictive Analytics and Machine Learning in FinTech
In this chapter, the strategic applications and revolutionary influence of machine learning and predictive analytics in the Financial Technology...
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Review of Methods for Predictive Analytics of Cells of 6 – 10 kV Integrated Switchgear
During the operation of electrical equipment in 6 – 10 kV distribution networks, various situations that increase the intensity of operation of the...
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Unleashing the Power of Predictive Analytics to Identify At-Risk Students in Computer Science
Predicting academic performance for students majoring in computer science has long been a significant field of research in computing education....
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Enhanced Sports Predictions: A Comprehensive Analysis of the Role and Performance of Predictive Analytics in the Sports Sector
Several emerging industries are deploying Artificial Intelligence (AI) and Big Data in many fields. The combination of AI and Big data can benefit...
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AI-Driven Intelligent Data Analytics and Predictive Analysis in Industry 4.0: Transforming Knowledge, Innovation, and Efficiency
In the era of Industry 4.0, integrating digital technologies into industrial processes has become imperative for sustaining growth and fostering...
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A predictive analytics framework for sensor data using time series and deep learning techniques
IoT devices convert billions of objects into data-generating entities, enabling them to report status and interact with their surroundings. This data...
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Melding Predictive and Simulation Analytics
I introduce the melding of Predictive and Simulation Analytics in this chapter. This is best done by examples. The perspective for the examples...
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Recent advances in Predictive Learning Analytics: A decade systematic review (2012–2022)
The last few years have witnessed an upsurge in the number of studies using Machine and Deep learning models to predict vital academic outcomes based...
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Predictive and Simulation Analytics Deeper Insights for Better Business Decisions
This book connects predictive analytics and simulation analytics, with the end goal of providing Rich Information to stakeholders in complex systems...
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Do Predictive Analytics Dream of Risk-Free Education? The Politics of Risk Mitigation
The future is always shaped and, to some extent, haunted by design decisions of the present and their future residues. Predictive learning analytics,...
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Big data and predictive analytics and Malaysian micro-, small and medium businesses
Innovative technologies such as big data and predictive analytics are facilitating a global revolution in operational management. The present study...
