Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing

INN: An Interpretable Neural Network for AI Incubation in Manufacturing

(2022) Xiaoyu Chen et al.   ACM Transactions on Intelligent Systems and Technology

MOSS—Multi-Modal Best Subset Modeling in Smart Manufacturing

(2021) Lening Wang et al.   SENSORS

Pyramid Ensemble Convolutional Neural Network for Virtual Computed Tomography Image Prediction in a Selective Laser Melting Process

(2021) Lening Wang et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Fully-sequential space-filling design algorithms for computer experiments

(2020) Boyang Shang et al.   JOURNAL OF QUALITY TECHNOLOGY

Detecting cognitive hacking in visual inspection with physiological measurements

(2020) Wenyan Huang et al.   APPLIED ERGONOMICS

Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing

(2020) Kosmas Alexopoulos et al.   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

Dynamic quality-process model in consideration of equipment degradation

(2019) Ran Jin et al.   JOURNAL OF QUALITY TECHNOLOGY

A Novel Active Learning Regression Framework for Balancing the Exploration-Exploitation Trade-Off

(2019) Dina Elreedy et al.   Entropy

AKM2D: An adaptive framework for online sensing and anomaly quantification

(2019) Hao Yan et al.   IISE Transactions

Semi-supervised regression: A recent review

(2018) Georgios Kostopoulos et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Bandits with Knapsacks

(2018) Ashwinkumar Badanidiyuru et al.   JOURNAL OF THE ACM

Recent advances in prognostics and health management for advanced manufacturing paradigms

(2018) Tangbin Xia et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Integration of physically-based and data-driven approaches for thermal field prediction in additive manufacturing

(2018) Jingran Li et al.   MATERIALS & DESIGN

Industrial Cyberphysical Systems: A Backbone of the Fourth Industrial Revolution

(2017) Armando W. Colombo et al.   IEEE Industrial Electronics Magazine

A Survey of Predictive Modeling on Imbalanced Domains

(2016) Paula Branco et al.   ACM COMPUTING SURVEYS

Large-Scale Online Multitask Learning and Decision Making for Flexible Manufacturing

(2016) JunPing Wang et al.   IEEE Transactions on Industrial Informatics

Logistic regression for crystal growth process modeling through hierarchical nonnegative garrote-based variable selection

(2016) Hongyue Sun et al.   IIE TRANSACTIONS

An online sparse estimation-based classification approach for real-time monitoring in advanced manufacturing processes from heterogeneous sensor data

(2015) Kaveh Bastani et al.   IIE TRANSACTIONS

Ensemble modeling for data fusion in manufacturing process scale-up

(2014) Ran Jin et al.   IIE TRANSACTIONS

Active learning in multimedia annotation and retrieval

(2012) Meng Wang et al.   ACM Transactions on Intelligent Systems and Technology