Yung-Tsun Tina Lee

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 14

Top Topics

Manufacturing Process

Transfer Learning

Convolutional Neural Networks

Top Venues

J. Intell. Manuf.

Publications

Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Shaw C. Feng, Paul Witherell, Hyunbo Cho
Collaborative knowledge management to identify data analytics opportunities in additive manufacturing. J. Intell. Manuf. 34 (2) (2023)
Vivian Wen Hui Wong, Max Ferguson, Kincho H. Law, Yung-Tsun Tina Lee, Paul Witherell
Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net. CoRR (2021)
Saideep Nannapaneni, Sankaran Mahadevan, Abhishek Dubey, Yung-Tsun Tina Lee
Online monitoring and control of a cyber-physical manufacturing process under uncertainty. J. Intell. Manuf. 32 (5) (2021)
Heng Zhang, Utpal Roy, Yung-Tsun Tina Lee
Enriching analytics models with domain knowledge for smart manufacturing data analysis. Int. J. Prod. Res. 58 (20) (2020)
Manav Vohra, Paromita Nath, Sankaran Mahadevan, Yung-Tsun Tina Lee
Fast surrogate modeling using dimensionality reduction in model inputs and field output: Application to additive manufacturing. Reliab. Eng. Syst. Saf. 201 (2020)
Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Hyunbo Cho, Paul Witherell
A Framework for Identifying and Prioritizing Data Analytics opportunities in Additive Manufacturing. IEEE BigData (2019)
Sanjay Jain, Anantha Narayanan, Yung-Tsun Tina Lee
Infrastructure for Model Based Analytics for Manufacturing. WSC (2019)
Vivian Wen Hui Wong, Max Ferguson, Kincho H. Law, Yung-Tsun Tina Lee
An Assistive Learning Workflow on Annotating Images for Object Detection. IEEE BigData (2019)
Seung Hwan Bang, Ronay Ak, Anantha Narayanan, Yung-Tsun Tina Lee, Hyunbo Cho
A survey on knowledge transfer for manufacturing data analytics. Comput. Ind. 104 (2019)
Max Ferguson, Ronay Ak, Yung-Tsun Tina Lee, Kincho H. Law
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning. CoRR (2018)
Sanjay Jain, Anantha Narayanan, Yung-Tsun Tina Lee
Comparison of Data Analytics Approaches using simulation. WSC (2018)
Srinivasan Radhakrishnan, Yung-Tsun Tina Lee, Sagar V. Kamarthi
Estimation of online tool wear in turning processes using recurrence quantification analysis (RQA). IEEE BigData (2017)
Max Ferguson, Ronay Ak, Yung-Tsun Tina Lee, Kincho H. Law
Automatic localization of casting defects with convolutional neural networks. IEEE BigData (2017)
Max Ferguson, Kincho H. Law, Raunak Bhinge, David Dornfeld, Jinkyoo Park, Yung-Tsun Tina Lee
Evaluation of a PMML-based GPR scoring engine on a cloud platform and microcomputer board for smart manufacturing. IEEE BigData (2016)
Guodong Shao, Frank Riddick, Ju Yeon Lee, Duck Bong Kim, Yung-Tsun Tina Lee, Mark Campanelli
A framework for interoperable sustainable manufacturing process analysis applications development. WSC (2012)
Yung-Tsun Tina Lee, Frank Riddick, Björn Johan Ingemar Johansson
Core Manufacturing Simulation Data - a manufacturing simulation integration standard: overview and case studies. Int. J. Comput. Integr. Manuf. 24 (8) (2011)