Streaming chunk incremental learning for class-wise data stream classification with fast learning speed and low structural complexity.

by Prem Junsawang, Suphakant Phimoltares, Chidchanok Lursinsap
Published 2019-01-01

Correct and stable sorting for overflow streaming data with a limited storage size and a uniprocessor

by Suluk Chaikhan, Suphakant Phimoltares, Chidchanok Lursinsap
Published 2021-02-01

Neural Learning With Recoil Behavior in Hyperellipsoidal Structure

by Kanoksilp Jindadoungrut, Suphakant Phimoltares, Chidchanok Lursinsap
Published 2020-01-01

One-pass-throw-away learning for cybersecurity in streaming non-stationary environments by dynamic stratum network.

by Mongkhon Thakong, Suphakant Phimoltares, Saichon Jaiyen, Chidchanok Lursinsap
Published 2018-01-01

Fast Learning and Testing for Imbalanced Multi-Class Changes in Streaming Data by Dynamic Multi-Stratum Network

by Mongkhon Thakong, Suphakant Phimoltares, Saichon Jaiyen, Chidchanok Lursinsap
Published 2017-01-01