Edward Kien Yee Yapp

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Production Processes

Quality Estimation

Domain Adaptation

Top Venues

J. Comput. Phys.

Knowl. Based Syst.

Publications

Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. ICDE (2024)
Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Savitha Ramasamy
Cross-Domain Continual Learning via CLAMP. CoRR (2024)
Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Ramasamy Savitha
Cross-domain continual learning via CLAMP. Inf. Sci. 676 (2024)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. CoRR (2024)
Edward Kien Yee Yapp, Abhishek Gupta, Xiang Li
A layer-wise neural network for multi-item single-output quality estimation. J. Intell. Manuf. 34 (7) (2023)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
ACDC: Online unsupervised cross-domain adaptation. Knowl. Based Syst. 253 (2022)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation under Extreme Label Scarcity. CoRR (2022)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
Autonomous Deep Quality Monitoring in Streaming Environments. IJCNN (2021)
Naveen John Punnoose, Prahlad Vadakkepat, Ai Poh Loh, Edward Kien Yee Yapp
Data-driven Quality Estimation for Production Processes with Lot-level Quality Control. IECON (2021)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
Autonomous Deep Quality Monitoring in Streaming Environments. CoRR (2021)
Ngoc Chi Nam Doan, Van Tung Tran, Edward Kien Yee Yapp
Quality monitoring for injection moulding process using a semi-supervised learning approach. IECON (2021)
Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp
Continual learning via inter-task synaptic mapping. Knowl. Based Syst. 222 (2021)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
ACDC: Online Unsupervised Cross-Domain Adaptation. CoRR (2021)
Weiwei Weng, Mahardhika Pratama, Andri Ashfahani, Edward Kien Yee Yapp
Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process. Complex. 2021 (2021)
Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp
Continual Learning via Inter-Task Synaptic Mapping. CoRR (2021)
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Edward Kien Yee Yapp, Yu-Yen Ou, Hui-Yuan Yeh
DeepETC: A deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes. Neurocomputing 375 (2020)
Edward Kien Yee Yapp, Xiang Li, Wen Feng Lu, Puay Siew Tan
Comparison of base classifiers for multi-label learning. Neurocomputing 394 (2020)
Casper Lindberg, Manoel Y. Manuputty, Edward Kien Yee Yapp, Jethro Akroyd, Rong Xu, Markus Kraft
A detailed particle model for polydisperse aggregate particles. J. Comput. Phys. 397 (2019)
Nguyen-Quoc-Khanh Le, Tuan-Tu Huynh, Edward Kien Yee Yapp, Hui-Yuan Yeh
Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles. Comput. Methods Programs Biomed. 177 (2019)
Nguyen-Quoc-Khanh Le, Edward Kien Yee Yapp, Hui-Yuan Yeh
ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins. BMC Bioinform. 20 (1) (2019)
Shaohua Wu, Edward Kien Yee Yapp, Jethro Akroyd, Sebastian Mosbach, Rong Xu, Wenming Yang, Markus Kraft
Extension of moment projection method to the fragmentation process. J. Comput. Phys. 335 (2017)
Shaohua Wu, Edward Kien Yee Yapp, Jethro Akroyd, Sebastian Mosbach, Rong Xu, Wenming Yang, Markus Kraft
A moment projection method for population balance dynamics with a shrinkage term. J. Comput. Phys. 330 (2017)