Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities
2020· article· en· Journal Of Big Data· Decision Sciences
aff
469
citations
Works
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On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges
2022· article· en· Applied Sciences· Health Professions
aff
466
citations
Algorithmic prediction in policing: assumptions, evaluation, and accountability
2016· article· en· Policing & Society· Social Sciences
fundno aff
332
citations
BUSINESS INTELLIGENCE TRANSFORMATION THROUGH AI AND DATA ANALYTICS
2023· article· en· Engineering Science & Technology Journal· Environmental Science
aff
141
citations
Utilizing Student Time Series Behaviour in Learning Management Systems for Early Prediction of Course Performance
2020· article· en· Journal of Learning Analytics· Computer Science
afffund
96
citations
An Innovative Big Data Predictive Analytics Framework over Hybrid Big Data Sources with an Application for Disease Analytics
2020· book-chapter· en· Advances in intelligent systems and computing· Computer Science
affno abstract
94
citations
93
citations
Predictive analytics on open big data for supporting smart transportation services
2020· article· en· Procedia Computer Science· Engineering
afffundabout
93
citations
Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data
2018· article· en· Decision Sciences
afffund
84
citations
Organizational capabilities that enable big data and predictive analytics diffusion and organizational performance
2018· article· en· Management Decision· Business, Management and Accounting
aff
82
citations
Predictive Modelling in Teaching and Learning
2017· book-chapter· en· Society for Learning Analytics Research (SoLAR) eBooks· Business, Management and Accounting
aff
75
citations
Artificial Intelligence Applications for Workflow, Process Optimization and Predictive Analytics
2020· review· en· Neuroimaging Clinics of North America· Medicine
afffund
72
citations
IBM Watson Analytics: Automating Visualization, Descriptive, and Predictive Statistics
2016· article· en· JMIR Public Health and Surveillance· Mathematics
venueno aff
70
citations
Data in Action: Data-Driven Decision Making and Predictive Analytics in U.S. Manufacturing
2019· article· en· SSRN Electronic Journal· Business, Management and Accounting
affno abstract
66
citations
Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics
2023· article· en· Scientific Reports· Computer Science
aff
64
citations
Dropout prediction in Moocs using deep learning and machine learning
2022· article· en· Education and Information Technologies· Computer Science
affno abstract
63
citations
Improving student success using predictive models and data visualisations
2012· article· en· Research in Learning Technology· Computer Science
aff
62
citations
Clinical judgement in the era of big data and predictive analytics
2017· article· en· Journal of Evaluation in Clinical Practice· Medicine
aff
61
citations
“The Computer Said So”: On the Ethics, Effectiveness, and Cultural Techniques of Predictive Policing
2018· article· en· Social Media + Society· Social Sciences
aff
54
citations
Predictive analytic models of student success in higher education
2019· article· en· Information and Learning Sciences· Computer Science
aff
51
citations
Predictive risk algorithms in a population setting: an overview
2012· article· en· Journal of Epidemiology & Community Health· Computer Science
afffund
51
citations
Predictive Modeling of Length of Hospital Stay Following Adult Spinal Deformity Correction: Analysis of 653 Patients with an Accuracy of 75% within 2 Days
2018· article· en· World Neurosurgery· Medicine
affno abstract
46
citations
ADTreesLogit model for customer churn prediction
2008· article· en· Annals of Operations Research· Business, Management and Accounting
affno abstract
45
citations
Prediction, persuasion, and the jurisprudence of behaviourism
2018· article· en· University of Toronto Law Journal· Social Sciences
venueno aff
44
citations
JANOS: An Integrated Predictive and Prescriptive Modeling Framework
2022· article· en· Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)· Computer Science
aff
43
citations