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An image classification approach for hole detection in wireless sensor networks Journal article
Journal of Supercomputing, 2022,Volume: 78,Issue: 6,Page: 8774-8809
Authors:  Cheong, Se Hang;  Ng, Kim Hou;  Si, Yain Whar
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Convolutional Neural Network  Force-directed Algorithm  Hole Detection  Wireless Sensor Networks  
Coverage hole detection in WSN with force-directed algorithm and transfer learning Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 5,Page: 5435-5456
Authors:  Lai, Yue Hui;  Cheong, Se Hang;  Zhang, Hui;  Si, Yain Whar
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/03/28
Convolutional Neural Network  Coverage Hole Detection  Force-directed Algorithm  Transfer Learning  Wireless Sensor Networks  
1D convolutional neural networks for chart pattern classification in financial time series Journal article
Journal of Supercomputing, 2022
Authors:  Liu, Liying;  Si, Yain Whar
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
1d Convolutional Neural Networks  Chart Patterns  Classification  Financial Time Series  
A critical review of state-of-the-art chatbot designs and applications Journal article
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2022,Volume: 12,Issue: 1
Authors:  Luo, Bei;  Lau, Raymond Y.K.;  Li, Chunping;  Si, Yain Whar
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/02/21
LSTM with particle Swam optimization for sales forecasting Journal article
Electronic Commerce Research and Applications, 2022,Volume: 51
Authors:  He, Qi Qiao;  Wu, Cuiyu;  Si, Yain Whar
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/02/21
E-commerce  Long Short-term Memory  Particle Swam Optimization  Sales Forecasting  Time Series  
Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network Journal article
Journal of Cheminformatics, 2021,Volume: 13,Issue: 1
Authors:  Chen, Jiarui;  Si, Yain Whar;  Un, Chon Wai;  Siu, Shirley W.I.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Admet  Chemical Toxicity  Deep Learning  Graph Convolutional Neural Network  Mean Teacher  Semi-supervised Learning  Tox21  
Direct least squares fitting of ellipses segmentation and prioritized rules classification for curve-shaped chart patterns Journal article
Applied Soft Computing, 2021,Volume: 107
Authors:  Lei, Iat Long;  Teh, Phoey Lee;  Si, Yain Whar
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
Chart Patterns  Direct Least Squares Fitting Of Ellipses  Financial Time Series  Segmentation  Sliding Window  
Feature extraction for chart pattern classification in financial time series Journal article
Knowledge and Information Systems, 2021,Volume: 63,Issue: 7,Page: 1807-1848
Authors:  Zheng, Yuechu;  Si, Yain Whar;  Wong, Raymond
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2021/12/08
Chart Patterns  Feature Extraction  Financial Time Series  Pattern Classification  
Online force-directed algorithms for visualization of dynamic graphs Journal article
Information Sciences, 2021,Volume: 556,Page: 223-255
Authors:  Cheong,Se Hang;  Si,Yain Whar;  Wong,Raymond K.
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Dynamic Graphs  Force-directed Algorithms  Online Algorithms  Visualization  
NFTCert: NFT-Based Certificates with Online Payment Gateway Conference paper
Proceedings - 2021 IEEE International Conference on Blockchain, Blockchain 2021
Authors:  Zhao, Xiongfei;  Si, Yain Whar
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
Blockchain  Certificate  NFT  Smart Contract