[HTML][HTML] Adaptive K values and training subsets selection for optimal K-NN performance on FPGA
A El Bouazzaoui, N Jariri, O Mouhib… - Journal of King Saud …, 2024 - Elsevier
This study introduces an Adaptive K-Nearest Neighbors methodology designed for FPGA
platforms, offering substantial improvements over traditional K-Nearest Neighbors …
platforms, offering substantial improvements over traditional K-Nearest Neighbors …
Modulation format identification in elastic optical networks using integrated photonic reservoir computing and untrained K-nearest neighbors algorithm
Q Li, L Pei, B Bai, J Wang, B Bai, X Zuo, J Sui… - Optics …, 2024 - opg.optica.org
In the next generation of Elastic Optical Networks, various modulation formats exhibit varying
degrees of sensitivity to channel impairments during transmission. To adopt appropriate …
degrees of sensitivity to channel impairments during transmission. To adopt appropriate …
Classification of Concrete Compressive Strength Using Machine Learning Methods
The compressive strength of concrete is critical for the design, safety, and durability of
structures. While traditional methods used to determine the compressive strength of concrete …
structures. While traditional methods used to determine the compressive strength of concrete …
Revolutionizing Raisin Processing through Advanced Sorting and Visualization with a Deep Learning Based Support Vector Machine Model
By using a Deep Learning-Based Support Vector Machine (SVM) model, this work presents
a novel method for the sorting and visualisation of raisins. A vital component of the …
a novel method for the sorting and visualisation of raisins. A vital component of the …
Classification of Concrete Compressive Strength
M Ozdemir¹, G Celik - … , CDVE 2024, Valencia, Spain, September 15–18 … - books.google.com
The compressive strength of concrete is critical for the design, safety, and durability of
structures. While traditional methods used to determine the compressive strength of concrete …
structures. While traditional methods used to determine the compressive strength of concrete …