Search Results - "Yapp, Edward Kien Yee"

DeepETC: A deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes by Le, Nguyen Quoc Khanh, Ho, Quang-Thai, Yapp, Edward Kien Yee, Ou, Yu-Yen, Yeh, Hui-Yuan

“…An electron transport chain is a series of protein complexes embedded in the transport protein, which is an important process to transfer electrons and other…”
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ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Yeh, Hui-Yuan

“…Electron transport chain is a series of protein complexes embedded in the process of cellular respiration, which is an important process to transfer electrons…”
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Autonomous Cross Domain Adaptation Under Extreme Label Scarcity by Weng, Weiwei, Pratama, Mahardhika, Za'in, Choiru, de Carvalho, Marcus, Appan, Rakaraddi, Ashfahani, Andri, Yee, Edward Yapp Kien

“…A cross domain multistream classification is a challenging problem calling for fast domain adaptations to handle different but related streams in never-ending…”
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Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles by Le, Nguyen Quoc Khanh, Huynh, Tuan-Tu, Yapp, Edward Kien Yee, Yeh, Hui-Yuan

“…•A deep learning technique for identifying molecular functions of clathrin with high performance.•The proposed idea is to transform the position-specific…”
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Incorporating convolutional neural networks and sequence graph transform for identifying multilabel protein Lysine PTM sites by Sua, Jo Nie, Lim, Si Yi, Yulius, Mulyadi Halim, Su, Xingtong, Yapp, Edward Kien Yee, Le, Nguyen Quoc Khanh, Yeh, Hui-Yuan, Chua, Matthew Chin Heng

“…Protein post-translational modification (PTM) is a process where proteins, after being created, are modified through chemical processes in the body. Some…”
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XGBoost Improves Classification of MGMT Promoter Methylation Status in IDH1 Wildtype Glioblastoma by Le, Nguyen Quoc Khanh, Do, Duyen Thi, Chiu, Fang-Ying, Yapp, Edward Kien Yee, Yeh, Hui-Yuan, Chen, Cheng-Yu

“…Approximately 96% of patients with glioblastomas (GBM) have IDH1 wildtype GBMs, characterized by extremely poor prognosis, partly due to resistance to standard…”
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Classifying Promoters by Interpreting the Hidden Information of DNA Sequences via Deep Learning and Combination of Continuous FastText N-Grams by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, N., Yeh, Hui-Yuan

“…A promoter is a short region of DNA (100–1,000 bp) where transcription of a gene by RNA polymerase begins. It is typically located directly upstream or at the…”
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Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, N., Chua, Matthew Chin Heng, Yeh, Hui-Yuan

“…[Display omitted] Protein function prediction is one of the most well-studied topics, attracting attention from countless researchers in the field of…”
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Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process by Weiwei, Weng, Pratama, Mahardhika, Ashfahani, Andri, Yapp Kien Yee, Edward

“…Data-driven quality monitoring is highly demanded in practice since it enables relieving manual quality inspection of the product quality. Conventional…”
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Unsupervised Probability Matching for Quality Estimation with Partial Information in a Multiple-Instances, Single-Output Scenario by Lee, Kee Jin, Yee Yapp, Edward Kien, Li, Xiang

“…A new learning problem is presented in this study based on an injection moulding dataset from the semiconductor industry. Multiple instances share a single…”
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Continual learning via inter-task synaptic mapping by Mao, Fubing, Weng, Weiwei, Pratama, Mahardhika, Yee, Edward Yapp Kien

“…Learning from streaming tasks leads a model to catastrophically erase unique experiences it absorbs from previous episodes. While regularization techniques…”
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Autonomous Cross Domain Adaptation under Extreme Label Scarcity by Weng, Weiwei, Pratama, Mahardhika, Za'in, Choiru, De Carvalho, Marcus, Appan, Rakaraddi, Ashfahani, Andri, Yee, Edward Yapp Kien

“…IEEE Transactions on Neural Networks and Learning Systems, 2022 A cross domain multistream classification is a challenging problem calling for fast domain…”
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Continual Learning via Inter-Task Synaptic Mapping by Fubing, Mao, Weiwei, Weng, Pratama, Mahardhika, Yee, Edward Yapp Kien

“…Knowledge-based Systems, 2021 Learning from streaming tasks leads a model to catastrophically erase unique experiences it absorbs from previous episodes. While…”
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ACDC: Online unsupervised cross-domain adaptation by de Carvalho, Marcus, Pratama, Mahardhika, Zhang, Jie, Yee, Edward Yapp Kien

“…We consider the problem of online unsupervised cross-domain adaptation, where two independent but related data streams with different feature spaces – a fully…”
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iMotor-CNN: Identifying molecular functions of cytoskeleton motor proteins using 2D convolutional neural network via Chou's 5-step rule by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Ou, Yu-Yen, Yeh, Hui-Yuan

“…Motor proteins are the driving force behind muscle contraction and are responsible for the active transportation of most proteins and vesicles in the…”
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iEnhancer-5Step: Identifying enhancers using hidden information of DNA sequences via Chou's 5-step rule and word embedding by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Ho, Quang-Thai, Nagasundaram, N., Ou, Yu-Yen, Yeh, Hui-Yuan

“…An enhancer is a short (50–1500bp) region of DNA that plays an important role in gene expression and the production of RNA and proteins. Genetic variation in…”
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Quality monitoring for injection moulding process using a semi-supervised learning approach by Nam, Doan Ngoc Chi, Van Tung, Tran, Yee, Edward Yapp Kien

“…In mass production, supervised machine learning schemes may not be applicable directly in many cases due to insufficient labelled dataset, especially for…”
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iEnhancer-5Step: Identifying enhancers using hidden information of DNA sequences via Chou's 5-step rule and word embedding by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Ho, Quang-Thai, Nagasundaram, N., Ou, Yu-Yen, Yeh, Hui-Yuan

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Cross-Domain Continual Learning via CLAMP by Weng, Weiwei, Pratama, Mahardhika, Zhang, Jie, Chen, Chen, Yee, Edward Yapp Kien, Savitha, Ramasamy

“…Artificial neural networks, celebrated for their human-like cognitive learning abilities, often encounter the well-known catastrophic forgetting (CF) problem,…”
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Autonomous Deep Quality Monitoring in Streaming Environments by Ashfahani, Andri, Pratama, Mahardhika, Lughofer, Edwin, Yee, Edward Yapp Kien

“…International Joint Conference on Neural Networks, 2021 The common practice of quality monitoring in industry relies on manual inspection well-known to be…”
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