UM

Browse/Search Results:  1-10 of 131 Help

Selected(0)Clear Items/Page:    Sort:
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]:5 | 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]:6 | 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]:4 TC[Scopus]:6 | 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]:2 TC[Scopus]:3 | 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]:10 | 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]:7 TC[Scopus]:11 | Submit date:2021/03/09
Clustering  Data mining  Nonparametric model  Online topic discovery  Topic model  Word embeddings