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Adaptive Model Rules From High-Speed Data Streams
ACM Transactions on Knowledge Discovery from Data
◽
10.1145/2829955
◽
2016
◽
Vol 10
(3)
◽
pp. 1-22
◽
Cited By ~ 17
Author(s):
João Duarte
◽
João Gama
◽
Albert Bifet
Keyword(s):
Data Streams
◽
High Speed
◽
Adaptive Model
◽
High Speed Data
Download Full-text
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References
Multi-label classification from high-speed data streams with adaptive model rules and random rules
Progress in Artificial Intelligence
◽
10.1007/s13748-018-0142-z
◽
2018
◽
Vol 7
(3)
◽
pp. 177-187
◽
Cited By ~ 11
Author(s):
Ricardo Sousa
◽
João Gama
Keyword(s):
Data Streams
◽
High Speed
◽
Adaptive Model
◽
High Speed Data
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Multi-target regression from high-speed data streams with adaptive model rules
2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)
◽
10.1109/dsaa.2015.7344900
◽
2015
◽
Cited By ~ 9
Author(s):
Joao Duarte
◽
Joao Gama
Keyword(s):
Data Streams
◽
High Speed
◽
Adaptive Model
◽
High Speed Data
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Unsupervised Drift Detection on High-speed Data Streams
2020 IEEE International Conference on Big Data (Big Data)
◽
10.1109/bigdata50022.2020.9377880
◽
2020
◽
Author(s):
Vinicius M. A. Souza
◽
Farhan A. Chowdhury
◽
Abdullah Mueen
Keyword(s):
Data Streams
◽
High Speed
◽
High Speed Data
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LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data Streams
2021 IEEE 37th International Conference on Data Engineering (ICDE)
◽
10.1109/icde51399.2021.00075
◽
2021
◽
Author(s):
Peng Jia
◽
Pinghui Wang
◽
Junzhou Zhao
◽
Ye Yuan
◽
Jing Tao
◽
...
Keyword(s):
Data Streams
◽
High Speed
◽
Large Range
◽
High Speed Data
Download Full-text
Staged Online Learning: A new approach to classification in high speed data streams
2016 International Joint Conference on Neural Networks (IJCNN)
◽
10.1109/ijcnn.2016.7727173
◽
2016
◽
Cited By ~ 1
Author(s):
Chamari I. Kithulgoda
◽
Russel Pears
Keyword(s):
Online Learning
◽
Data Streams
◽
High Speed
◽
New Approach
◽
High Speed Data
Download Full-text
DELAY: A Lazy Approach for Mining Frequent Patterns over High Speed Data Streams
Advanced Data Mining and Applications - Lecture Notes in Computer Science
◽
10.1007/978-3-540-73871-8_2
◽
2007
◽
pp. 2-14
◽
Cited By ~ 1
Author(s):
Hui Yang
◽
Hongyan Liu
◽
Jun He
Keyword(s):
Data Streams
◽
High Speed
◽
Frequent Patterns
◽
High Speed Data
Download Full-text
An Efficient Algorithm for Mining Frequent Patterns over High Speed Data Streams
2009 WRI World Congress on Software Engineering
◽
10.1109/wcse.2009.153
◽
2009
◽
Author(s):
Cai-xia Meng
Keyword(s):
Data Streams
◽
Efficient Algorithm
◽
High Speed
◽
Frequent Patterns
◽
High Speed Data
Download Full-text
A Fast Algorithm for Approximate Quantiles in High Speed Data Streams
19th International Conference on Scientific and Statistical Database Management (SSDBM 2007)
◽
10.1109/ssdbm.2007.27
◽
2007
◽
Cited By ~ 9
Author(s):
Qi Zhang
◽
Wei Wang
Keyword(s):
Data Streams
◽
Fast Algorithm
◽
High Speed
◽
High Speed Data
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Evaluation of a New Incremental Classification Tree Algorithm for Mining High Speed Data Streams
Machine Learning and Applications An International Journal
◽
10.5121/mlaij.2016.3302
◽
2016
◽
Vol 3
(3)
◽
pp. 15-24
Author(s):
Sivakumar N.
◽
Anbu S.
Keyword(s):
Data Streams
◽
High Speed
◽
Classification Tree
◽
Tree Algorithm
◽
High Speed Data
◽
Incremental Classification
Download Full-text
A Discretization-based Ensemble Learning Method for Classification in High-Speed Data Streams
2019 International Joint Conference on Neural Networks (IJCNN)
◽
10.1109/ijcnn.2019.8851703
◽
2019
◽
Author(s):
Joao Roberto Bertini Junior
Keyword(s):
Ensemble Learning
◽
Data Streams
◽
High Speed
◽
Learning Method
◽
High Speed Data
Download Full-text
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