Dit-Yan Yeung - Related publications

Affiliations: 
hkust Hong Kong University of Science and Technology, Clear Water Bay, New Territories, Hong Kong 
Area:
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Yu B, Wang Z, Liu S, Liu X, Gou R. The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. Plos One. 15: e0237994. PMID 33027298 DOI: 10.1371/journal.pone.0237994   
2020 Ryu J, Yang MH, Lim J. Unsupervised feature learning for self-tuning neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 133: 103-111. PMID 33166911 DOI: 10.1016/j.neunet.2020.10.011   
2020 Zhang P, Wu J, Zhai H, Li S. ABCModeller: an automatic data mining tool based on a consistent voting method with a user-friendly graphical interface. Briefings in Bioinformatics. PMID 33057581 DOI: 10.1093/bib/bbaa247   
2020 Wang X, Li T, Cheng Y, Chen CLP. Inference-Based Posteriori Parameter Distribution Optimization. Ieee Transactions On Cybernetics. PMID 33027029 DOI: 10.1109/TCYB.2020.3023127   
2020 Hu J, Yan C, Liu X, Li Z, Ren C, Zhang J, Peng D, Yang Y. An integrated classification model for incremental learning. Multimedia Tools and Applications. 1-16. PMID 33106746 DOI: 10.1007/s11042-020-10070-w   
2020 Navarro-Alarcon D, Qi J, Zhu J, Cherubini A. A Lyapunov-Stable Adaptive Method to Approximate Sensorimotor Models for Sensor-Based Control. Frontiers in Neurorobotics. 14: 59. PMID 33041777 DOI: 10.3389/fnbot.2020.00059   
2020 Chen T, Wang X, Chu Y, Wang Y, Jiang M, Wei DQ, Xiong Y. T4SE-XGB: Interpretable Sequence-Based Prediction of Type IV Secreted Effectors Using eXtreme Gradient Boosting Algorithm. Frontiers in Microbiology. 11: 580382. PMID 33072049 DOI: 10.3389/fmicb.2020.580382   
2020 Gallego AJ, Calvo-Zaragoza J, Fisher RB. Incremental Unsupervised Domain-Adversarial Training of Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33027004 DOI: 10.1109/TNNLS.2020.3025954   
2020 Zhou YQ, Niu YB, Luo QF, Jiang M. Teaching learning-based whale optimization algorithm for multi-layer perceptron neural network training. Mathematical Biosciences and Engineering : Mbe. 17: 5987-6025. PMID 33120586 DOI: 10.3934/mbe.2020319   
2020 Zhang W, Wang Z, Yuan J, Hao S. Shapelet Discovery by Lazy Time Series Classification. Computational Intelligence and Neuroscience. 2020: 1978310. PMID 33163071 DOI: 10.1155/2020/1978310   
2020 Hassan S, Hemeida AM, Alkhalaf S, Mohamed AA, Senjyu T. Multi-variant differential evolution algorithm for feature selection. Scientific Reports. 10: 17261. PMID 33057120 DOI: 10.1038/s41598-020-74228-0   
2020 He Z, Chen P, Li X, Wang Y, Yu G, Chen C, Li X, Zheng Z. A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064657 DOI: 10.1109/TNNLS.2020.3027736   
2020 Cha GW, Moon HJ, Kim YM, Hong WH, Hwang JH, Park WJ, Kim YC. Development of a Prediction Model for Demolition Waste Generation Using a Random Forest Algorithm Based on Small DataSets. International Journal of Environmental Research and Public Health. 17. PMID 32987874 DOI: 10.3390/ijerph17196997   
2020 Johnston H, Schiassi E, Furfaro R, Mortari D. Fuel-Efficient Powered Descent Guidance on Large Planetary Bodies via Theory of Functional Connections. The Journal of the Astronautical Sciences. 67. PMID 33060863 DOI: 10.1007/s40295-020-00228-x   
2020 Bi K, Beykal B, Avraamidou S, Pappas I, Pistikopoulos EN, Qiu T. Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process. Industrial & Engineering Chemistry Research. 59: 16357-16367. PMID 33041499 DOI: 10.1021/acs.iecr.0c02657   
2020 Kubicek B, Sen Gupta A, Kirsteins I. Sonar target representation using two-dimensional Gabor wavelet features. The Journal of the Acoustical Society of America. 148: 2061. PMID 33138505 DOI: 10.1121/10.0002168   
2020 Fu H, Chen X, Wang W, Wu M. Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33079683 DOI: 10.1109/TNNLS.2020.3028569   
2020 Liang Y, Yin S, Tang Q, Zheng Z, Elgendi M, Chen Z. Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals. Frontiers in Physiology. 11: 569050. PMID 33117191 DOI: 10.3389/fphys.2020.569050   
2020 Min X, Ye C, Liu X, Zeng X. Predicting enhancer-promoter interactions by deep learning and matching heuristic. Briefings in Bioinformatics. PMID 33096548 DOI: 10.1093/bib/bbaa254   
2020 Raghavan K, Garg S, Jagannathan S, Samaranayake VA. Distributed Min-Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 32941155 DOI: 10.1109/TNNLS.2020.3017434   
2020 Lu J, Lai Z, Wang H, Chen Y, Zhou J, Shen L. Generalized Embedding Regression: A Framework for Supervised Feature Extraction. Ieee Transactions On Neural Networks and Learning Systems. PMID 33147149 DOI: 10.1109/TNNLS.2020.3027602   
2020 Castro M, de Boer RJ. Testing structural identifiability by a simple scaling method. Plos Computational Biology. 16: e1008248. PMID 33141821 DOI: 10.1371/journal.pcbi.1008248   
2020 Cong H, Liu H, Chen Y, Cao Y. Self-evoluting framework of deep convolutional neural network for multilocus protein subcellular localization. Medical & Biological Engineering & Computing. PMID 33078303 DOI: 10.1007/s11517-020-02275-w   
2020 Li Q, Xu L, Li Q, Zhang L. Identification and Classification of Enhancers Using Dimension Reduction Technique and Recurrent Neural Network. Computational and Mathematical Methods in Medicine. 2020: 8852258. PMID 33133227 DOI: 10.1155/2020/8852258   
2020 Goudie RJB, Turner RM, De Angelis D, Thomas A. MultiBUGS: A Parallel Implementation of the BUGS Modelling Framework for Faster Bayesian Inference. Journal of Statistical Software. 95. PMID 33071678 DOI: 10.18637/jss.v095.i07   
2020 Wang B, Chen Y, Liu W, Qin J, Du Y, Han G, He S. Real-time Hierarchical Supervoxel Segmentation via a Minimum Spanning Tree. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33074808 DOI: 10.1109/TIP.2020.3030502   
2020 Ono JP, Castelo S, Lopez R, Bertini E, Freire J, Silva C. PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. Ieee Transactions On Visualization and Computer Graphics. PMID 33048694 DOI: 10.1109/TVCG.2020.3030361   
2020 Petrović N, Moyà-Alcover G, Jaume-I-Capó A, González-Hidalgo M. Sickle-cell disease diagnosis support selecting the most appropriate machine learning method: Towards a general and interpretable approach for cell morphology analysis from microscopy images. Computers in Biology and Medicine. 126: 104027. PMID 33075715 DOI: 10.1016/j.compbiomed.2020.104027   
2020 Prianto E, Kim M, Park JH, Bae JH, Kim JS. Path Planning for Multi-Arm Manipulators Using Deep Reinforcement Learning: Soft Actor-Critic with Hindsight Experience Replay. Sensors (Basel, Switzerland). 20. PMID 33086774 DOI: 10.3390/s20205911   
2020 Song J, Tian S, Yu L, Yang Q, Xing Y, Zhang C, Dai Q, Duan X. MD-MLI: Prediction of miRNA-lncRNA Interaction by Using Multiple Features and Hierarchical Deep Learning. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 33125334 DOI: 10.1109/TCBB.2020.3034922   
2020 Wang XW, Chen Y, Liu YY. Link Prediction through Deep Generative Model. Iscience. 23: 101626. PMID 33103070 DOI: 10.1016/j.isci.2020.101626   
2020 Fortes S, Muñoz P, Serrano I, Barco R. Transform-Based Multiresolution Decomposition for Degradation Detection in Cellular Networks. Sensors (Basel, Switzerland). 20. PMID 33023174 DOI: 10.3390/s20195645   
2020 Ouala S, Nguyen D, Drumetz L, Chapron B, Pascual A, Collard F, Gaultier L, Fablet R. Learning latent dynamics for partially observed chaotic systems. Chaos (Woodbury, N.Y.). 30: 103121. PMID 33138452 DOI: 10.1063/5.0019309   
2020 Sevil M, Rashid M, Maloney Z, Hajizadeh I, Samadi S, Askari MR, Hobbs N, Brandt R, Park M, Quinn L, Cinar A. Determining Physical Activity Characteristics from Wristband Data for Use in Automated Insulin Delivery Systems. Ieee Sensors Journal. 20: 12859-12870. PMID 33100923 DOI: 10.1109/jsen.2020.3000772   
2020 Tao X, Ren C, Li Q, Guo W, Liu R, He Q, Zou J. Bearing defect diagnosis based on semi-supervised kernel Local Fisher Discriminant Analysis using pseudo labels. Isa Transactions. PMID 33069372 DOI: 10.1016/j.isatra.2020.10.033   
2020 Knittel J, Lalama A, Koch S, Ertl T. Visual Neural Decomposition to Explain Multivariate Data Sets. Ieee Transactions On Visualization and Computer Graphics. PMID 33048724 DOI: 10.1109/TVCG.2020.3030420   
2020 Niu L, Chen C, Liu H, Zhou S, Shu M. A Deep-Learning Approach to ECG Classification Based on Adversarial Domain Adaptation. Healthcare (Basel, Switzerland). 8. PMID 33121038 DOI: 10.3390/healthcare8040437   
2020 Chen RB, Chen PY, Hsu CL, Wong WK. Hybrid algorithms for generating optimal designs for discriminating multiple nonlinear models under various error distributional assumptions. Plos One. 15: e0239864. PMID 33017415 DOI: 10.1371/journal.pone.0239864   
2020 Wei Q, Zhu L, Song R, Zhang P, Liu D, Xiao J. Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. Ieee Transactions On Neural Networks and Learning Systems. PMID 33108297 DOI: 10.1109/TNNLS.2020.3030127   
2020 Salman S, Payrovnaziri SN, Liu X, Rengifo-Moreno P, He Z. DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. Proceedings of ... International Joint Conference On Neural Networks. International Joint Conference On Neural Networks. 2020. PMID 33101768 DOI: 10.1109/ijcnn48605.2020.9206678   
2020 Gao J, Ye W, Guo J, Li Z. Deep Reinforcement Learning for Indoor Mobile Robot Path Planning. Sensors (Basel, Switzerland). 20. PMID 32992750 DOI: 10.3390/s20195493   
2020 Sun X, Li R, Yuan Z. Anomaly Detection in Discrete Manufacturing Systems by Pattern Relation Table Approaches. Sensors (Basel, Switzerland). 20. PMID 33053690 DOI: 10.3390/s20205766   
2020 Tran C, Shin WY, Spitz A, Gertz M. DeepNC: Deep Generative Network Completion. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33074806 DOI: 10.1109/TPAMI.2020.3032286   
2020 Bouhedjar K, Boukelia A, Khorief Nacereddine A, Boucheham A, Belaidi A, Djerourou A. A natural language processing approach based on embedding deep learning from heterogeneous compounds for quantitative structure-activity relationship modeling. Chemical Biology & Drug Design. 96: 961-972. PMID 33058460 DOI: 10.1111/cbdd.13742   
2020 Xiang N. Model-based Bayesian analysis in acoustics-A tutorial. The Journal of the Acoustical Society of America. 148: 1101. PMID 32873013 DOI: 10.1121/10.0001731   
2020 Feng S, Liang Y, Du W, Lv W, Li Y. LncLocation: Efficient Subcellular Location Prediction of Long Non-Coding RNA-Based Multi-Source Heterogeneous Feature Fusion. International Journal of Molecular Sciences. 21. PMID 33019721 DOI: 10.3390/ijms21197271   
2020 Zhu X, Cai K, Wang B, Rehman KU. A dynamic soft senor modeling method based on MW-ELWPLS in marine alkaline protease fermentation process. Preparative Biochemistry & Biotechnology. 1-10. PMID 33017258 DOI: 10.1080/10826068.2020.1827428   
2020 Zhou Y, He X, Chen Z, Jiang S. A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems. Ieee Transactions On Cybernetics. PMID 33027015 DOI: 10.1109/TCYB.2020.3020727   
2020 Wu Z, Li H, Xiong C, Jiang YG, Davis LS. A Dynamic Frame Selection Framework for Fast Video Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33026981 DOI: 10.1109/TPAMI.2020.3029425   
2020 Chen M, Wang G, Ding Z, Li J, Yang H. Unsupervised Domain Adaptation for ECG Arrhythmia Classification. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 304-307. PMID 33017989 DOI: 10.1109/EMBC44109.2020.9175928