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08/17/2021
Incremental cluster validity index-guided online learning for performance and robustness to presentation order
In streaming data applications incoming samples are processed and discar...
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08/22/2020
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices
This paper presents an adaptive resonance theory predictive mapping (ART...
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05/04/2019
A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications
This survey samples from the ever-growing family of adaptive resonance t...
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02/18/2019
Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study
Validation is one of the most important aspects of clustering, but most ...
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11/28/2018