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| Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity Journal article
Computing, 2021,Volume: 103,Issue: 7,Page: 1519-1543
Authors: Hu, Shimin; Fong, Simon ; Song, Wei; Cho, Kyungeun; Millham, Richard C.; Fiaidhi, Jinan
  Favorite | | TC[WOS]:2 TC[Scopus]:1 | Submit date：2021/12/08
Assisted Living Extreme Connectivity Forecasting Human Activity Recognition Iot Data Analysis Regression |
| Fast and accurate terrain image classification for ASTER remote sensing by data stream mining and evolutionary-EAC instance-learning-based algorithm Other
2021-03-02
Authors: Hu, Shimin; Fong, Simon; Yang, Lili; Yang, Shuang Hua; Dey, Nilanjan; Millham, Richard C.; Fiaidhi, Jinan
Favorite | | TC[WOS]:1 TC[Scopus]:0 | Submit date：2021/12/07
Aster Data Stream Mining Evolutionary Computing Feature Selection Remote Sensing |
| Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Sorrento, Italy, 17-20 Nov. 2020
Authors: Tengyue Li; Simon Fong; Yaoyang Wu; Antonio J. Tallón-Ballesteros
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/09 |
| Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors: Dong X.; Chen C.; Geng Q.; Zhang W.; Zhang X.D.
 Adobe PDF | Favorite | | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/03/03
Acceleration Algorithm Biomedical Monitoring Entropy Fast Computation Graphics Processing Unit Graphics Processing Units Kernel Parallel Computing Sample Entropy Standards Time Series Analysis |
| Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma Journal article
BMC Medical Genomics, 2020,Volume: 13,Issue: 1
Authors: Zheng P.; Huang C.; Leng D.; Sun B.; Zhang X.D.
Adobe PDF | Favorite | | TC[WOS]:4 TC[Scopus]:4 | Submit date：2021/03/03
Childhood Asthma Deep Rna-sequencing Long Non-coding Rnas Transcriptome |
| A Dirichlet process biterm-based mixture model for short text stream clustering Journal article
Applied Intelligence, 2020,Volume: 50,Issue: 5,Page: 1609-1619
Authors: Junyang Chen; Zhiguo Gong; Weiwen Liu
Favorite | | TC[WOS]:13 TC[Scopus]:17 | Submit date：2021/03/09
Data Mining Stream Clustering Topic Modeling |
| Mining massive e-health data streams for IoMT enabled healthcare systems Journal article
Sensors (Switzerland), 2020,Volume: 20,Issue: 7
Authors: Affan Ahmed Toor; Muhammad Usman; Farah Younas; Alvis Cheuk M. Fong; Sajid Ali Khan; Simon Fong
Favorite | | TC[WOS]:8 TC[Scopus]:12 | Submit date：2021/03/09
Data Stream Mining Iomt Concept Drift Class Imbalance Machine Learning |
| Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors Journal article
IEEE Internet of Things Journal, 2019,Volume: 7,Issue: 3,Page: 2321-2342
Authors: Tengyue Li; Simon Fong; Xuqi Li; Zhihui Lu; Amir H. Gandomi
Favorite | | TC[WOS]:5 TC[Scopus]:4 | Submit date：2021/03/09
Data Analytics Data Stream Mining Fog Computing Internet Of Things (Iot) Swarm Decision Table (Sdt) Smart Home |
| A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors: Junyang Chen; Zhiguo Gong; Weiwen Liu
Favorite | | TC[WOS]:19 TC[Scopus]:20 | Submit date：2021/03/09
Clustering Data Mining Nonparametric Model Online Topic Discovery Topic Model Word Embeddings |
| A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2019,Volume: 15,Issue: 1,Page: 15-35
Authors: Kun Lan; Simon Fong; Lian-Sheng Liu; Raymond K. Wong; Nilanjan Dey; Richard C. Millham; Kelvin K.L. Wong
Favorite | | TC[WOS]:4 TC[Scopus]:4 | Submit date：2021/03/09
Data Stream Mining Biomedical Healthcare Sensor Pre-processing Metaheuristics Adaptive Windowing |
