Advances in machine learning and deep learning applications towards wafer map defect recognition and classification: a review Tongwha KimKamran Behdinan ReviewPaper 23 August 2022 Pages: 3215 - 3247
A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing Jia LiuJiafeng YeShuai Shao ReviewPaper 15 September 2022 Pages: 3249 - 3275
A systematic review of data-driven approaches to fault diagnosis and early warning Peng JieyangAndreas KimmigJivka Ovtcharova ReviewPaper 15 September 2022 Pages: 3277 - 3304
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management Ying ZhangMutahar SafdarYaoyao Fiona Zhao ReviewPaper 25 September 2022 Pages: 3305 - 3340
A universal predictor-based machine learning model for optimal process maps in laser powder bed fusion process Zhaochen GuShashank SharmaNarendra B. Dahotre OriginalPaper 23 August 2022 Pages: 3341 - 3363
Cross-domain adaptation network based on attention mechanism for tool wear prediction Jianliang HeYuxin SunYulin Wang OriginalPaper 28 August 2022 Pages: 3365 - 3387
Manufacturing process classification based on heat kernel signature and convolutional neural networks Zhichao WangDavid Rosen OriginalPaper 30 August 2022 Pages: 3389 - 3411
Meta-FSDet: a meta-learning based detector for few-shot defects of photovoltaic modules Shijie WangHaiyong ChenHuichuan Feng OriginalPaper 02 September 2022 Pages: 3413 - 3427
An online intelligent method for roller path design in conventional spinning Pengfei GaoXinggang YanMingwang Fu OriginalPaper 02 September 2022 Pages: 3429 - 3444
Integrated scheduling of production, inventory and imperfect maintenance based on mutual feedback of supplier and demander in distributed environment Zhen WangQianwang DengXiaoyan Liu OriginalPaper 02 September 2022 Pages: 3445 - 3467
SPECTRE: a deep learning network for posture recognition in manufacturing Marianna CiccarelliFlavio CorradiniMarco Piangerelli OriginalPaper 03 September 2022 Pages: 3469 - 3481
Unified discriminant manifold learning for rotating machinery fault diagnosis Changyuan YangSai MaQinkai Han OriginalPaper 05 September 2022 Pages: 3483 - 3494
A novel feature-fusion-based end-to-end approach for remaining useful life prediction Qiwu ZhuQingyu XiongYang Yu OriginalPaper 10 September 2022 Pages: 3495 - 3505
Few-shot defect recognition of metal surfaces via attention-embedding and self-supervised learning Zhenyu LiuYiguo SongJianrong Tan OriginalPaper 16 September 2022 Pages: 3507 - 3521
Augmented arithmetic optimization algorithm using opposite-based learning and lévy flight distribution for global optimization and data clustering Laith AbualigahMohamed Abd ElazizRaed Abu Zitar OriginalPaper 21 September 2022 Pages: 3523 - 3561
Conductive particle detection via efficient encoder–decoder network Yuanyuan WangLing MaHuiqin Jiang OriginalPaper 24 September 2022 Pages: 3563 - 3577
A digital shadow framework using distributed system concepts Ayman AboElHassanSoumaya Yacout OriginalPaper 27 September 2022 Pages: 3579 - 3598
CNN and ensemble learning based wafer map failure pattern recognition based on local property based features Minghao PiaoCheng Hao Jin OriginalPaper 28 September 2022 Pages: 3599 - 3621
Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks Jiyoung JungKundo ParkSeunghwa Ryu OriginalPaper 29 September 2022 Pages: 3623 - 3636
A cyber-physical prototype system in augmented reality using RGB-D camera for CNC machining simulation PengYu WangWen-An YangYouPeng You OriginalPaper 30 September 2022 Pages: 3637 - 3658
