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Online Active Learning for Drifting Data Streams
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Sanmin
;
Xue, Shan
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Labeling
Data models
Uncertainty
Biological system modeling
Computational modeling
Cognition
Adaptation models
Active learning
concept drift
data stream classification
online incremental learning
Quantile regression in big data: A divide and conquer based strategy
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
作者:
Chen, Lanjue
;
Zhou, Yong
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2020/05/24
Data stream
Divide and conquer
Estimating equation
Massive data sets
Quantile regression
Self-adaption neighborhood density clustering method for mixed data stream with concept drift
期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 卷号: 89, 页码: 14
作者:
Xu, Shuliang
;
Feng, Lin
;
Liu, Shenglan
;
Qiao, Hong
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/04/07
Data stream
Concept drift
Rough set
Clustering analysis
Neighborhood entropy
Discriminative structure learning of sum-product networks for data stream classification
期刊论文
NEURAL NETWORKS, 2020, 卷号: 123, 页码: 163-175
作者:
Sun, Zhengya
;
Liu, Cheng-Lin
;
Niu, Jinghao
;
Zhang, Wensheng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/03/30
Sum-product network
Discriminative structure learning
Data stream classification
Reversible video data hiding using zero QDCT coefficient-pairs
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 16, 页码: 23097-23115
作者:
Chen, Yi
;
Wang, Hongxia
;
Wu, Hanzhou
;
Liu, Yong
收藏
  |  
浏览/下载:76/0
  |  
提交时间:2019/12/16
Embedding capacity
Reversible data hiding
Zero QDCT coefficient-pairs
Mapping rules
H
264
AVC video stream
Continuously Distinct Sampling over Centralized and Distributed High Speed Data Streams
期刊论文
IEEE Transactions on Parallel and Distributed Systems, 2019, 卷号: 30, 页码: 300-314
作者:
wang, pinghui
;
Wang, Xiangyu
;
Tao, Jing
;
Zhang, Peng
;
Guan, Xiaohong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/11/19
Data stream
Distributed database
IP networks
Random access memory
Sampling method
sketch
An Ensemble Classification Algorithm Based on Information Entropy for Data Streams
期刊论文
Neural Processing Letters, 2019
作者:
Wang, J.
;
Xu, S.
;
Duan, B.
;
Liu, C.
;
Liang, J.
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
Data mining, Classification accuracy
Classification results
Concept drifts
Data stream
Ensemble classification
Experimental analysis
Information entropy
Measuring uncertainty, Classification (of information)
Window-based multiple continuous query algorithm for data streams
期刊论文
JOURNAL OF SUPERCOMPUTING, 2019, 卷号: 75, 页码: 5782-5807
作者:
Liu, Wen
;
Zhang, Tuqian
;
Liu, Junxia
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Sliding window
Data stream
Query sharing
Multiple continuous queries
Stream aggregation
Method of Updating Compaction Quality Evaluation Model of Earth-Rock Dam Using Concept Drift Detection
期刊论文
Journal of Tianjin University Science and Technology, 2019, 卷号: Vol.52 No.5, 页码: 492-500
作者:
Wang, J.
;
Zhong, D.
;
Wu, B.
;
Liu, M.
;
Zhang, Z.
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/21
Compaction data stream
Compaction quality assessment model
Concept drift detection
Enhanced probabilistic neural network
Model updating
Variable window technology
An online support vector machine for the open-ended environment
期刊论文
Expert Systems with Applications, 2019, 卷号: Vol.120, 页码: 72-86
作者:
Xuan Wang
;
Youlu Xing
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/24
Online
learning
Open-ended
learning
environment
Support
vector
machine
Novel
classes
Stream
data
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