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 ◽

Author(s):

Ricardo Sousa ◽

João Gama

Keyword(s):

Data Streams ◽

Adaptive Model ◽

High Speed Data

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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 ◽

Author(s):

João Duarte ◽

João Gama ◽

Albert Bifet

Keyword(s):

Data Streams ◽

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 ◽

Author(s):

Joao Duarte ◽

Joao Gama

Keyword(s):

Data Streams ◽

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 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 ◽

Large Range ◽

High Speed Data

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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 ◽

Author(s):

Chamari I. Kithulgoda ◽

Russel Pears

Keyword(s):

Online Learning ◽

Data Streams ◽

New Approach ◽

High Speed Data

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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 ◽

Author(s):

Hui Yang ◽

Hongyan Liu ◽

Jun He

Keyword(s):

Data Streams ◽

Frequent Patterns ◽

High Speed Data

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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 ◽

Frequent Patterns ◽

High Speed Data

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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 ◽

Author(s):

Qi Zhang ◽

Wei Wang

Keyword(s):

Data Streams ◽

Fast Algorithm ◽

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 ◽

Classification Tree ◽

Tree Algorithm ◽

High Speed Data ◽

Incremental Classification

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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 ◽

Learning Method ◽

High Speed Data

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