AI-Driven Intelligent Data Analytics and Predictive Analysis in Industry 4.0: Transforming Knowledge, Innovation, and Efficiency
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DOI: 10.1007/s13132-024-02001-z
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- Nishant, Rohit & Kennedy, Mike & Corbett, Jacqueline, 2020. "Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda," International Journal of Information Management, Elsevier, vol. 53(C).
- Galaz, Victor & Centeno, Miguel A. & Callahan, Peter W. & Causevic, Amar & Patterson, Thayer & Brass, Irina & Baum, Seth & Farber, Darryl & Fischer, Joern & Garcia, David & McPhearson, Timon & Jimenez, 2021. "Artificial intelligence, systemic risks, and sustainability," Technology in Society, Elsevier, vol. 67(C).
- Dwivedi, Yogesh K. & Hughes, Laurie & Ismagilova, Elvira & Aarts, Gert & Coombs, Crispin & Crick, Tom & Duan, Yanqing & Dwivedi, Rohita & Edwards, John & Eirug, Aled & Galanos, Vassilis & Ilavarasan, , 2021. "Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy," International Journal of Information Management, Elsevier, vol. 57(C).
- Davenport, Thomas H., 2018. "The AI Advantage: How to Put the Artificial Intelligence Revolution to Work," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262039176, December.
- Lynn Wu & Lorin Hitt & Bowen Lou, 2020. "Data Analytics, Innovation, and Firm Productivity," Management Science, INFORMS, vol. 66(5), pages 2017-2039, May.
- Ashok, Mona & Madan, Rohit & Joha, Anton & Sivarajah, Uthayasankar, 2022. "Ethical framework for Artificial Intelligence and Digital technologies," International Journal of Information Management, Elsevier, vol. 62(C).
- Zhencheng Fan & Zheng Yan & Shiping Wen, 2023. "Deep Learning and Artificial Intelligence in Sustainability: A Review of SDGs, Renewable Energy, and Environmental Health," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
- Liu, Hui & Zhu, Qirong & Muhammad Khoso, Wali & Khalique Khoso, Abdul, 2023. "Spatial pattern and the development of green finance trends in China," Renewable Energy, Elsevier, vol. 211(C), pages 370-378.
- Motoki, Kosuke & Pathak, Abhishek, 2022. "Articulatory global branding: Generalizability, modulators, and mechanisms of the in-out effect in non-WEIRD consumers," Journal of Business Research, Elsevier, vol. 149(C), pages 231-239.
- Muñoz, Fernando, 2021. "Carbon-intensive industries in Socially Responsible mutual funds' portfolios," International Review of Financial Analysis, Elsevier, vol. 75(C).
- Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
- Zeki Murat Çınar & Abubakar Abdussalam Nuhu & Qasim Zeeshan & Orhan Korhan & Mohammed Asmael & Babak Safaei, 2020. "Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0," Sustainability, MDPI, vol. 12(19), pages 1-42, October.
- Arpita Chari & Denis Niedenzu & Mélanie Despeisse & Carla Gonçalves Machado & João Domingues Azevedo & Rui Boavida‐Dias & Björn Johansson, 2022. "Dynamic capabilities for circular manufacturing supply chains—Exploring the role of Industry 4.0 and resilience," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2500-2517, July.
- Areej Althabatah & Mohammed Yaqot & Brenno Menezes & Laoucine Kerbache, 2023. "Transformative Procurement Trends: Integrating Industry 4.0 Technologies for Enhanced Procurement Processes," Logistics, MDPI, vol. 7(3), pages 1-40, September.
- Kristoffersen, Eivind & Mikalef, Patrick & Blomsma, Fenna & Li, Jingyue, 2021. "The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance," International Journal of Production Economics, Elsevier, vol. 239(C).
- Rafael Martínez-Peláez & Alberto Ochoa-Brust & Solange Rivera & Vanessa G. Félix & Rodolfo Ostos & Héctor Brito & Ramón A. Félix & Luis J. Mena, 2023. "Role of Digital Transformation for Achieving Sustainability: Mediated Role of Stakeholders, Key Capabilities, and Technology," Sustainability, MDPI, vol. 15(14), pages 1-27, July.
- Zahra, Shaker A. & Bogner, William C., 2000. "Technology strategy and software new ventures' performance: Exploring the moderating effect of the competitive environment," Journal of Business Venturing, Elsevier, vol. 15(2), pages 135-173, March.
- Ranjan, Jayanthi & Foropon, Cyril, 2021. "Big Data Analytics in Building the Competitive Intelligence of Organizations," International Journal of Information Management, Elsevier, vol. 56(C).
- Christian Voegtlin & Andreas Georg Scherer & Günter K Stahl & Olga Hawn, 2022. "Grand Societal Challenges and Responsible Innovation," Post-Print hal-03466563, HAL.
- Christian Voegtlin & Andreas Georg Scherer & Günter K. Stahl & Olga Hawn, 2022. "Grand Societal Challenges and Responsible Innovation," Journal of Management Studies, Wiley Blackwell, vol. 59(1), pages 1-28, January.
- Zaighum, Isma & Aman, Ameenullah & Sharif, Arshian & Suleman, Muhammad Tahir, 2021. "Do energy prices interact with global Islamic stocks? Fresh insights from quantile ARDL approach," Resources Policy, Elsevier, vol. 72(C).
- James M. Tien, 2017. "Internet of Things, Real-Time Decision Making, and Artificial Intelligence," Annals of Data Science, Springer, vol. 4(2), pages 149-178, June.
- Naoki Makimoto & Ryuta Takashima, 2023. "Capacity Market and Investments in Power Generations: Risk-Averse Decision-Making of Power Producer," Energies, MDPI, vol. 16(10), pages 1-19, May.
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- Dalia Štreimikienė & Ahmad Bathaei & Justas Streimikis, 2025. "Enhancing Sustainable Global Supply Chain Performance: A Multi-Criteria Decision-Making-Based Approach to Industry 4.0 and AI Integration," Sustainability, MDPI, vol. 17(10), pages 1-19, May.
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Keywords
Industry 4.0; Intelligent data analytics; Predictive analysis; Artificial intelligence; Economic efficiency; Managerial practices;All these keywords.
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