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MedChain: Efficient Healthcare Data Sharing via Blockchain Journal article
APPLIED SCIENCES-BASEL, 2019,Volume: 9,Issue: 6
作者:  Shen, Bingqing;  Guo, Jingzhi;  Yang, Yilong
收藏  |  浏览/下载:11/0  |  提交时间:2019/05/16
Blockchain  Data Sharing  Peer-to-peer  Decentralization  Digest Chain  Healthcare Data  Electronic Health Record  Data Stream  Healthcare Information Exchange  
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6163-6177
作者:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
收藏  |  浏览/下载:7/0  |  提交时间:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2018,Volume: 9,Issue: 4,Page: 1197-1221
作者:  Fong, Simon;  Li, Jiaxue;  Song, Wei;  Tian, Yifei;  Wong, Raymond K.;  Dey, Nilanjan
收藏  |  浏览/下载:19/0  |  提交时间:2018/10/30
IoT smart home  Energy prediction  Data stream mining  Classification  
Reversible data hiding in encrypted images using adaptive block-level prediction-error expansion Journal article
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2018,Volume: 64,Page: 78-88
作者:  Yi, Shuang;  Zhou, Yicong;  Hua, Zhongyun
收藏  |  浏览/下载:12/0  |  提交时间:2018/10/30
Reversible Data Hiding  Encrypted Images  Adaptive Embedding  Block-level Prediction-error Expansion  
Finding the hottest item in data streams Journal article
INFORMATION SCIENCES, 2018,Volume: 430,Page: 314-330
作者:  Lin, Huaizhong;  Wu, Shanshan;  Hou, Leong U.;  Kou, Ngai Meng;  Gao, Yunjun;  Lu, Dongming
收藏  |  浏览/下载:32/0  |  提交时间:2018/10/30
Online algorithm  Hottest interval  Item stream  
Framework of Temporal Data Stream Mining by Using Incrementally Optimized Very Fast Decision Forest Journal article
INTERNET OF THINGS AND BIG DATA ANALYTICS TOWARD NEXT-GENERATION INTELLIGENCE, 2018,Volume: 30,Page: 483-502
作者:  Fong, Simon;  Song, Wei;  Wong, Raymond;  Bhatt, Chintan;  Korzun, Dmitry;  Dey, N;  Hassanien, AE;  Bhatt, C;  Ashour, AS;  Satapathy, SC
收藏  |  浏览/下载:107/0  |  提交时间:2018/10/30
Data stream mining  Decision trees  Meta-classifiers  Big data  
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
作者:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
收藏  |  浏览/下载:7/0  |  提交时间:2018/10/30
data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
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
作者:  Wu, Shanshan;  Lin, Huaizhong;  Hou, Leong U.;  Gao, Yunjun;  Lu, Dongming
收藏  |  浏览/下载:11/0  |  提交时间: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
作者:  Wu, Shanshan;  Lin, Huaizhong;  Wang, Wenxiang;  Lu, Dongming;  U, Leong Hou;  Gao, Yunjun
收藏  |  浏览/下载:15/0  |  提交时间:2018/10/30
Lag correlation  Flexible sliding windows  Data streams  
Continuous Top-k Monitoring on Document Streams Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017,Volume: 29,Issue: 5,Page: 991-1003
作者:  Hou, Leong U.;  Zhang, Junjie;  Mouratidis, Kyriakos;  Li, Ye
收藏  |  浏览/下载:13/0  |  提交时间:2018/10/30
Top-k query  continuous query  document stream