Multimodal and Tensor Data Analytics for Industrial Systems Improvement
Editor
- Nathan Gaw(Air Force Institute of Technology)Panos M. Pardalos(University of Florida)Mostafa Reisi Gahrooei(University of Florida)
Abstract
No abstract is available for this item.Individual chapters are listed in the "Chapters" tab
Suggested Citation
- Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), 2024. "Multimodal and Tensor Data Analytics for Industrial Systems Improvement," Springer Optimization and Its Applications, Springer, number 978-3-031-53092-0, June.
Handle: RePEc:spr:spopap:978-3-031-53092-0
DOI: 10.1007/978-3-031-53092-0
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Book Chapters
The following chapters of this book are listed in IDEAS- Nathan Gaw & Mostafa Reisi Gahrooei & Panos M. Pardalos, 2024. "Introduction to Multimodal and Tensor Data Analytics," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 1-6, Springer.
- Minhee Kim, 2024. "Functional Methods for Multimodal Data Analysis," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 9-20, Springer.
- Peiyao Liu & Chen Zhang, 2024. "Advanced Data Analytical Techniques for Profile Monitoring," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 21-39, Springer.
- Christian Capezza & Fabio Centofanti & Antonio Lepore & Alessandra Menafoglio & Biagio Palumbo & Simone Vantini, 2024. "Statistical Process Monitoring Methods Based on Functional Data Analysis," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 41-55, Springer.
- Jing Zeng & Xin Zhang, 2024. "Tensor and Multimodal Data Analysis," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 59-106, Springer.
- Bo Shen, 2024. "Tensor Data Analytics in Advanced Manufacturing Processes," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 107-121, Springer.
- Imtiaz Ahmed & Ahmed Shoyeb Raihan, 2024. "Spatiotemporal Data Analysis: A Review of Techniques, Applications, and Emerging Challenges," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 125-166, Springer.
- Feng Ye & Travis Miles & Ahmed Aziz Ezzat, 2024. "Offshore Wind Energy Prediction Using Machine Learning with Multi-Resolution Inputs," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 167-183, Springer.
- Hao Yan & Ziyue Li & Xinyu Zhao & Jiuyun Hu, 2024. "Sparse Decomposition Methods for Spatio-Temporal Anomaly Detection," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 185-206, Springer.
- Amirreza Shaban & Safoora Yousefi, 2024. "Multimodal Deep Learning," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 209-219, Springer.
- Yinan Wang & Xiaowei Yue, 2024. "Multimodal Deep Learning for Manufacturing Systems: Recent Progress and Future Trends," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 221-252, Springer.
- Jianjun Shi & Michael Biehler & Shancong Mou, 2024. "Synergy of Engineering and Statistics: Multimodal Data Fusion for Quality Improvement," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 255-279, Springer.
- Andi Wang, 2024. "Manufacturing Data Fusion: A Case Study with Steel Rolling Processes," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 281-295, Springer.
- Linus Kohl & Theresa Madreiter & Fazel Ansari, 2024. "AI-Enhanced Fault Detection Using Multi-Structured Data in Semiconductor Manufacturing," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 297-312, Springer.
- Gregory Barry & Elif Konyar & Brandon Harvill & Chancellor Johnstone, 2024. "A Survey of Advances in Multimodal Federated Learning with Applications," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 315-344, Springer.
- Marco Luigi Giuseppe Grasso & Panagiotis Tsiamyrtzis, 2024. "Bayesian Multimodal Data Analytics: AnIntroduction," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 347-355, Springer.
- Katherina A. Jurewicz & David M. Neyens, 2024. "Bayesian Approach to Multimodal Data in Human Factors Engineering," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 357-371, Springer.
- Arda Vanli, 2024. "Bayesian Multimodal Models for Risk Analyses of Low-Probability High-Consequence Events," Springer Optimization and Its Applications, in: Nathan Gaw & Panos M. Pardalos & Mostafa Reisi Gahrooei (ed.), Multimodal and Tensor Data Analytics for Industrial Systems Improvement, pages 373-394, Springer.
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