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| A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2021,Volume: 15,Issue: 1,Page: 15-35
Authors: Lan，Kun; Fong，Simon; Liu，Lian Sheng; Wong，Raymond K.; Dey，Nilanjan; Millham，Richard C.; Wong，Kelvin K.L.
  Favorite | | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/03/09
adaptive windowing biomedical healthcare Data stream mining metaheuristics pre-processing sensor |
| White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors: Li，Tengyue; Fong，Simon; Siu，Shirley W.I.; Yang，Xin she; Liu，Lian Sheng; Mohammed，Sabah
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/09
Bayesian network Data mining methodology Deep learning Radiological data analysis |
| Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition Journal article
Information Fusion, 2020,Volume: 60,Page: 41-64
Authors: Li，Tengyue; Fong，Simon; Wong，Kelvin K.L.; Wu，Ying; Yang，Xin she; Li，Xuqi
Favorite | | TC[WOS]:3 TC[Scopus]:4 | Submit date：2021/03/09
Classification model Data mining Feature selection Kinect depth sensor Wearable sensor |
| 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: Chen，Junyang; Gong，Zhiguo; Liu，Weiwen
Favorite | | TC[WOS]:2 TC[Scopus]:5 | 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: Toor，Affan Ahmed; Usman，Muhammad; Younas，Farah; Fong，Alvis Cheuk M.; Khan，Sajid Ali; Fong，Simon
Favorite | | TC[WOS]:3 TC[Scopus]:5 | Submit date：2021/03/09
Class imbalance Concept drift Data stream mining Iomt Machine learning |
| Vehicular ad hoc network representation learning for recommendations in internet of things Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 4,Page: 2583-2591
Authors: Hu，He Xuan; Tang，Bo; Zhang，Ye; Wang，Wei
Favorite | | TC[WOS]:1 TC[Scopus]:1 | Submit date：2020/12/04
Internet of Things (IoT) network representation learning trajectory data mining vehicular ad hoc network |
| 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, 2020,Volume: 7,Issue: 3,Page: 2321-2342
Authors: Li，Tengyue; Fong，Simon; Li，Xuqi; Lu，Zhihui; Gandomi，Amir H.
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/09
Data analytics data stream mining fog computing Internet of Things (IoT) smart home swarm decision table (SDT) |
| Informing Makerspace Outcomes Through a Linguistic Analysis of Written and Video-Recorded Project Assessments Journal article
International Journal of Science and Mathematics Education, 2020
Authors: Kevin M. Oliver; Jennifer K. Houchins; Robert L. Moore; Chuang Wang
Favorite | | TC[WOS]:2 TC[Scopus]:3 | Submit date：2020/11/06
Assessment Data Mining Learning Analytics Linguistics Liwc Makerspace Reflection |
| EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
IEEE Transactions on Affective Computing, 2020
Authors: Tao，Wei; Li，Chang; Song，Rencheng; Cheng，Juan; Liu，Yu; Wan，Feng; Chen，Xun
Favorite | | TC[WOS]:0 TC[Scopus]:7 | Submit date：2021/03/11
channel-wise attention Convolution Data mining Databases Electroencephalogram (EEG) Electroencephalography Emotion recognition emotion recognition Feature extraction self-attention Task analysis |
| A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors: Chen，Junyang; Gong，Zhiguo; Liu，Weiwen
Favorite | | TC[WOS]:6 TC[Scopus]:9 | Submit date：2021/03/09
Clustering Data mining Nonparametric model Online topic discovery Topic model Word embeddings |
