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A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams
Xiaochen Xian,
Andi Wang
, Kaibo Liu
Research output
:
Contribution to journal
›
Article
›
peer-review
33
Scopus citations
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Dive into the research topics of 'A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams'. Together they form a unique fingerprint.
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Mathematics
On-line Monitoring
100%
Data Streams
77%
Adaptive Sampling
76%
Adaptive Strategies
75%
Sampling Strategy
72%
Partial Observation
38%
Mean Shift
37%
Rank Statistics
36%
Acquisition
35%
Statistical Process Control
35%
Cumulative Sum
33%
Sensor
32%
Layout
32%
Monitor
31%
Integrate
29%
Resources
25%
Scenarios
25%
Evaluate
22%
Observation
18%
Simulation
17%
Context
17%
Range of data
17%
Performance
16%
Subset
15%
Arbitrary
14%
Engineering & Materials Science
Data streams
56%
Big data
49%
Sampling
38%
Monitoring
31%
Statistical process control
23%
Statistics
13%
Sensors
9%