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International Journal of Production Research Volume 60, 2022 - Issue 22: Special Issue: Big Data Analytics in Production and Distribution Management
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Research Article

Linking data science to lean production: a model to support lean practices

Rossella PozziSchool of Industrial Engineering, LIUC University, Castellanza, ItalyCorrespondence[email protected]
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Violetta Giada CannasSchool of Industrial Engineering, LIUC University, Castellanza, ItalyView further author information
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Maria Pia CianoSchool of Industrial Engineering, LIUC University, Castellanza, ItalyView further author information
Pages 6866-6887 | Received 30 Oct 2020, Accepted 13 Jun 2021, Published online: 06 Jul 2021

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Read on this site (4)

Mohammad Shahin, F. Frank Chen, Ali Hosseinzadeh, Hamed Bouzary & Awni Shahin. (2024) Waste reduction via image classification algorithms: beyond the human eye with an AI-based vision. International Journal of Production Research 62:9, pages 3193-3211.
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Ralph Richter, Marius Syberg, Jochen Deuse, Peter Willats & David Lenze. (2023) Creating lean value streams through proactive variability management. International Journal of Production Research 61:16, pages 5692-5703.
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Yunqiang Yin, Feng Chu, Alexandre Dolgui, T.C.E. Cheng & M.C. Zhou. (2022) Big data analytics in production and distribution management. International Journal of Production Research 60:22, pages 6682-6690.
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Lígia Lobo Mesquita, Fabiane Letícia Lizarelli & Susana Duarte. Big data analytics and lean practices: impact on sustainability performance. Production Planning & Control 0:0, pages 1-24.
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Articles from other publishers (8)

Joici Mendonça Muniz Gomes, Rodrigo Goyannes Gusmão Caiado, Taciana Mareth, Renan Silva Santos & Luiz Felipe Scavarda. (2024) Lean transportation tools towards waste reduction and digital transformation in the offshore industry: an action-research. International Journal of Lean Six Sigma.
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Renan Ribeiro Do Prado, Pedro Antonio Boareto, Joceir Chaves & Eduardo Alves Portela Santos. (2023) Agile DMAIC cycle: incorporating process mining and support decision. International Journal of Lean Six Sigma 15:3, pages 614-641.
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Rossella Pozzi, Violetta Giada Cannas & Tommaso Rossi. (2024) Data Science Supporting Lean Production: Evidence from Manufacturing Companies. Systems 12:3, pages 100.
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Tomislav Slavina & Nedeljko Štefanić. (2024) Facing Challenges of Implementing Total Productive Management and Lean Tools in Manufacturing Enterprises. Systems 12:2, pages 52.
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Ana Laroca, Maria Teresa Pereira, Francisco J. G. Silva & Marisa J. G. P. Oliveira. (2024) Optimization of an Air Conditioning Pipes Production Line for the Automotive Industry—A Case Study. Systems 12:2, pages 42.
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Elmira Aghaei & Soroush Avakh Darestani. (2023) A fuzzy decision support system for evaluating Lean-Green and company-specific production system. Environmental Science and Pollution Research 31:4, pages 5444-5456.
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Mohammad Shahin, F. Frank Chen, Ali Hosseinzadeh, Hamid Khodadadi Koodiani, Awni Shahin & Omar Ali Nafi. (2023) A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision. Advanced Engineering Informatics 57, pages 102036.
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Violetta Giada Cannas, Riccardo Fabris, Rossella Pozzi, Matteo Ridella, Nicolò Saporiti & Andrea Urbinati. 2023. Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures. Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures 273 287 .

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