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ORCIDEdward Kien Yee Yapp
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Journal Articles
- 2024
[j13]Weiwei Weng, Mahardhika Pratama
, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Ramasamy Savitha:
Cross-domain continual learning via CLAMP. Inf. Sci. 676: 120813 (2024)- 2023
- [j12]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): 3131-3141 (2023) - [j11]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): 6839-6850 (2023) - 2022
- [j10]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp:
ACDC: Online unsupervised cross-domain adaptation. Knowl. Based Syst. 253: 109486 (2022) - 2021
- [j9]Weiwei Weng, Mahardhika Pratama, Andri Ashfahani, Edward Kien Yee Yapp:
Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process. Complex. 2021: 3005276:1-3005276:16 (2021) - [j8]Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp:
Continual learning via inter-task synaptic mapping. Knowl. Based Syst. 222: 106947 (2021) - 2020
- [j7]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: 71-79 (2020) - [j6]Edward Kien Yee Yapp, Xiang Li, Wen Feng Lu, Puay Siew Tan:
Comparison of base classifiers for multi-label learning. Neurocomputing 394: 51-60 (2020) - 2019
- [j5]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): 377:1-377:12 (2019) - [j4]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: 81-88 (2019) - [j3]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) - 2017
- [j2]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: 960-980 (2017) - [j1]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: 516-534 (2017)
Conference and Workshop Papers
- 2024
- [c4]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp:
Towards Cross-Domain Continual Learning. ICDE 2024: 1131-1142 - 2021
- [c3]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: 1-6 - [c2]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: 1-6 - [c1]Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp:
Autonomous Deep Quality Monitoring in Streaming Environments. IJCNN 2021: 1-8
Informal and Other Publications
- 2024
- [i6]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp:
Towards Cross-Domain Continual Learning. CoRR abs/2402.12490 (2024) - [i5]Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Savitha Ramasamy:
Cross-Domain Continual Learning via CLAMP. CoRR abs/2405.07142 (2024) - 2022
- [i4]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 abs/2209.01548 (2022) - 2021
- [i3]Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp:
Continual Learning via Inter-Task Synaptic Mapping. CoRR abs/2106.13954 (2021) - [i2]Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp:
Autonomous Deep Quality Monitoring in Streaming Environments. CoRR abs/2106.13955 (2021) - [i1]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp:
ACDC: Online Unsupervised Cross-Domain Adaptation. CoRR abs/2110.01326 (2021)
Coauthor Index
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