Predictive analytics

Artificial Intelligence for Predictive Maintenance Applications: Key Components, Trustworthiness, and Future Trends

Ayşegül Uçar, Mehmet Karaköse, Necim Kırımça

Citations: 338 • 2024

Overview of predictive maintenance based on digital twin technology

Zhong Dong, Zhelei Xia, Yi‐An Zhu, Jun-Hua Duan

Citations: 283 • 2023

AI-Driven Intelligent Data Analytics and Predictive Analysis in Industry 4.0: Transforming Knowledge, Innovation, and Efficiency

Zhijuan Zong, Yu Guan

Citations: 214 • 2024

Data analytics for predictive maintenance of industrial robots

Tawfik Borgi, Adel Hidri, Benjamin Neef, Mohamed Saber Naceur

Citations: 108 • 2017

The role of artificial intelligence in shaping the future of Agile fashion industry

Mujahid Mohiuddin Babu, Shahriar Akter, Mahfuzur Rahman, Md Morsaline Billah, Dieu Hack‐Polay

Citations: 103 • 2022

AI in Consumer Behavior

Dimitris C. Gkikas, Prokopis K. Theodoridis

Citations: 59 • 2021

A Framework for Data Analytics-Based Healthcare Systems

V. Muneeswaran, P. Nagaraj, U Dhannushree, S. Ishwarya Lakshmi, R. Aishwarya, B Sunethra

Citations: 51 • 2021

A Cloud-to-Edge Approach to Support Predictive Analytics in Robotics Industry

Simone Panicucci, Nikolaos Nikolakis, Tania Cerquitelli, Francesco Ventura, Stefano Proto, Enrico Macii, Sotiris Makris, David A. Bowden, Paul Becker, Niamh O’Mahony, Lucrezia Morabito, Chiara Napione, Angelo Marguglio, Guido Coppo, Salvatore Andolina

Citations: 46 • 2020

Pitfalls and protocols of data science in manufacturing practice

Citations: 39 • 2020

Current trends of digital solutions for diabetes management

Maryna Neborachko, Aleksandr Pkhakadze, І. О. Власенко

Citations: 37 • 2018

Evaluation of corporate requirements for smart manufacturing systems using predictive analytics

Ravi Sharma, Balázs Villányi

Citations: 35 • 2022

Digital Transformation in Smart Manufacturing with Industrial Robot Through Predictive Data Analysis

Milan Kumar, V. M. Shenbagaraman, Rabindra Nath Shaw, Ankush Ghosh

Citations: 25 • 2021

Big Data and Analytics in Retailing

Venky Shankar

Citations: 24 • 2019

A Retrofit Approach for Predictive Maintenance

René Wöstmann, André Barthelmey, Nikolai West, Jochen Deuse

Citations: 21 • 2019

Intelligent Manufacturing Systems Driven by Artificial Intelligence in Industry 4.0

Lejla Banjanović-Mehmedović, Fahrudin Mehmedović

Citations: 18 • 2020

Optimizing end-to-end business processes by integrating machine learning models with Uipath for predictive analytics and decision automation

Rama Krishna Debbadi, Obed Boateng

Citations: 14 • 2025

A Cognitive Analytics based Approach for Machine Health Monitoring, Anomaly Detection, and Predictive Maintenance

Farzam Farbiz, Yuan Miaolong, Zhou Yu

Citations: 13 • 2020

The Use of Artificial Intelligence in Industry 4.0

Maksim Sharabov, Georgi Tsochev

Citations: 12 • 2020

A Cloud-to-edge Architecture for Predictive Analytics.

David A. Bowden, Angelo Marguglio, Lucrezia Morabito, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O’Mahony, Paul Becker, Sven Jung

Citations: 11 • 2019

Amazon's Artificial Intelligence in Retail Novelty - Case Study

R Manasa, Arikketh Devi

Citations: 7 • 2022