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BiT‐HyMLPKANClassifier: A Hybrid Deep Learning Framework for Human Peripheral Blood Cell Classification Using Big Transfer Models and Kolmogorov–Arnold Networks

open access: yesAdvanced Intelligent Systems
This paper proposes a novel hybrid framework to accurately identify human peripheral blood cells. Our approach includes Big Transfer (BiT) models, combining the extracted features with classifiers: the traditional Multilayer Perceptron (MLP), the ...
Ömer Miraç KÖKÇAM, Ferhat UÇAR
doaj   +1 more source

Drilling Parameter Optimization Based on Advanced Genetic Algorithm

open access: yesShiyou jixie, 2016
To address the defect of poor local optimization precision for adaptive genetic algorithm,the genetic hybrid algorithm based on pattern search is proposed.Based on adaptive genetic algorithm,the pattern search optimization of the evolutionary population ...
Jing Ning   +3 more
doaj  

The Hybrid Method for On-line Harmonic Analysis

open access: yesAdvances in Electrical and Computer Engineering, 2011
The novel hybrid method of the Discrete Fourier Transform (DFT) and the Enhanced Phase-Locked Loop (EPLL) has been presented. The original well-known methods and the Hybrid method have been analysed and tested in several simulations and experiments ...
KNEZEVIC, J. M., KATIC, V. A.
doaj   +1 more source

Investigation of surface roughness and delamination damage of HFRP composite during drilling

open access: yesAdvances in Mechanical Engineering
This research aims to optimize the drilling parameters of hybrid fiber-reinforced polymer (HFRP) composites made using a novel stacking sequence of carbon and glass fibers, with a focus on reducing delamination and surface roughness key defects that ...
Md. Rezaul Karim   +5 more
doaj   +1 more source

Adaptive µ-law Gradient Quantization for Training MLPs and CNNs

open access: yesAdvances in Electrical and Computer Engineering
This paper presents an adaptive µ-quasilogarithmic gradient quantization framework aimed at reducing memory and computational demands during deep neural network training.
DUBLJANIN, M.   +3 more
doaj   +1 more source

Undetected Error Bounds for Hybrid Integrity Protection Using Reed-Muller Codes, Algebraic Manipulation Detection, and Universal Hashing. [PDF]

open access: yesEntropy (Basel)
Shavkatovich BA   +9 more
europepmc   +1 more source

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