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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  
More than just statics: Abnormal dynamic amplitude of low-frequency fluctuation in adolescent patients with pure conduct disorder Journal article
Journal of Psychiatric Research, 2020,Volume: 131,Page: 60-68
Authors:  Lu,Fengmei;  Liu,Peiqu;  Chen,Heng;  Wang,Mengyun;  Xu,Shiyang;  Yuan,Zhen;  Wang,Xiaoping;  Wang,Song;  Zhou,Jiansong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/04
Biomarker  Conduct Disorder  Dynamic Amplitude Of Low-frequency Fluctuation  Resting-state Functional Magnetic Resonance Imaging  Sliding-window  
Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 8,Page: 1790-1799
Authors:  Wang,Hongtao;  Liu,Xucheng;  Hu,Hongying;  Wan,Feng;  Li,Ting;  Gao,Lingyun;  Bezerianos,Anastasios;  Sun,Yu;  Jung,Tzyy Ping
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
driving fatigue  dynamic functional connectivity  EEG  spatiotemporal topology  
A cloud image data protection algorithm with multilevel encryption scheme and automated- selection mechanism Journal article
Applied Sciences (Switzerland), 2019,Volume: 9,Issue: 23
Authors:  Li,Shih Yu;  Hernández,Miguel Angel Benalcázar;  Tam,Lap Mou;  Chen,Chin Sheng
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Cloud data protection  Cryptography  Cyberphysical systems  Smart automation  
Abnormal dynamic functional connectivity and brain states in Alzheimer's diseases: functional near-infrared spectroscopy study Journal article
NEUROPHOTONICS, 2019,Volume: 6,Issue: 2
Authors:  Haijing Niu;  Zhaojun Zhu;  Mengjing Wang;  Xuanyu Li;  Zhen Yuan;  Yu Sun;  Ying Han
Favorite |  | TC[WOS]:10 TC[Scopus]:11 | Submit date:2020/06/24
Resting State  Functional Connectivity  Sliding-window  K-means Clustering  Brain Network  Alzheimer's Disease  
Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring Journal article
SYMMETRY-BASEL, 2017,Volume: 9,Issue: 10
Authors:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2018/10/30
data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring Journal article
Symmetry, 2017,Volume: 9,Issue: 10
Authors:  Lan K.;  Fong S.;  Song W.;  Vasilakos A.V.;  Millham R.C.
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2019/02/13
Clustering-based particle swarm optimization (CPSO)  Data stream pre-processing  Internet of Things (IoT) datasets  Self-adaptive segmentation  
Novel structures for counting frequent items in time decayed streams Journal article
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2017,Volume: 20,Issue: 5,Page: 1111-1133
Authors:  Wu, Shanshan;  Lin, Huaizhong;  Hou, Leong U.;  Gao, Yunjun;  Lu, Dongming
Favorite |  | TC[WOS]:10 TC[Scopus]:10 | Submit date:2018/10/30
Frequent Item  Data Stream  Time Decay Model  Data Structure  
RLC: ranking lag correlations with flexible sliding windows in data streams Journal article
PATTERN ANALYSIS AND APPLICATIONS, 2017,Volume: 20,Issue: 2,Page: 601-611
Authors:  Wu, Shanshan;  Lin, Huaizhong;  Wang, Wenxiang;  Lu, Dongming;  U, Leong Hou;  Gao, Yunjun
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/10/30
Lag correlation  Flexible sliding windows  Data streams  
Fuzzy clustering based traffic pattern identification Conference paper
2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, Vancouver, CANADA, JUL 24-29, 2016
Authors:  Li T.;  Chen L.;  Chen C.L.P.
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2019/02/11