ร

รศ.ดร. สายันต์ แก่นนาคำ

Sayan Kaennakham · คณิตศาสตร์และภูมิสารสนเทศ

ความเชี่ยวชาญ

การวิเคราะห์เชิงตัวเลข

ผลงานตีพิมพ์

A Comparative Study of Distance Functions in Enhancing Cluster Quality Through Gaussian Kernel-Based Fuzzy C-Means
Frontiers in Artificial Intelligence and Applications (2024) · DOI
A Comparison Study on Particle Swarm Optimization (PSO) Algorithms for Data Feature Selection
Mechanisms and Machine Science (2024) · DOI
Adaptive Particle Swarm Optimization Applied in Conjunction with Support Vector Machine
Mechanisms and Machine Science (2024) · DOI
Early Drought Prediction Using MODIS Time Series with LSTM: A Study of the Western United States
Frontiers in Artificial Intelligence and Applications (2024) · DOI
Enhancing Diabetic Retinopathy Diagnosis through Symlet Wavelet-Integrated Convolutional Neural Networks
14th International Workshop on Computer Science and Engineering, WCSE 2024 (2024) · DOI
Evaluating YOLO Models for Enhanced Safety in Medication Dispensing
14th International Workshop on Computer Science and Engineering, WCSE 2024 (2024) · DOI
Evaluating the Effectiveness of the Generalized Sigmoid in YOLOv8 for Drug Detection and Classification
Frontiers in Artificial Intelligence and Applications (2024) · DOI
Investigating XGBoost Efficiency on Diverse Time-Series Data Through PSO Parameter Tuning
Frontiers in Artificial Intelligence and Applications (2024) · DOI
Investigating the Performance of LSTM Models Optimized by Firefly Algorithms on Diverse Time-Series Data
Frontiers in Artificial Intelligence and Applications (2024) · DOI
LSTM Drug Demand Forecasting with Adjustment Strategies as a Preliminary Step Toward Optimizing Hospital Drug Inventory Management
Frontiers in Artificial Intelligence and Applications (2024) · DOI
NUMERICAL COMPARISON OF THREE LOCAL MULTIVARIATE GAUSSIAN-BASED INTERPOLATION SCHEMES
Suranaree Journal of Science and Technology (2024) · DOI
Numerical Investigation on β = 3/2 in the Generalized Multiquadric Neural Networks for Classification Challenge
Mechanisms and Machine Science (2024) · DOI
On the ES-LSTM Forecasting Model for Optimizing Drug Inventory Management: A Preliminary Attempt
14th International Workshop on Computer Science and Engineering, WCSE 2024 (2024) · DOI
Performance Assessment of Fourier Convolutional Neural Networks in Medical Image Analysis for Breast Cancer Diagnosis
Frontiers in Artificial Intelligence and Applications (2024) · DOI
The Impact of Firefly Algorithm (FA) Optimization on Gaussian Kernel-Based Fuzzy C-Means Clustering (GKFCM) Efficiency
Frontiers in Artificial Intelligence and Applications (2024) · DOI
Wavelet Pooling in Convolutional Neural Networks for Breast Cancer Detection with Ultrasound Images
Mechanisms and Machine Science (2024) · DOI
Noncommunicable Diseases (NCDs) Classification by the Radius Local k-Point Radial Basis Function (RLRBF) Neural Networks
Frontiers in Artificial Intelligence and Applications (2023) · DOI
Numerical Comparison of Shapeless Radial Basis Function Networks in Pattern Recognition
Computers, Materials and Continua (2023) · DOI
ON A LOCAL k-POINT MULTIQUADRIC NEURAL NETWORK IN FUNCTION RECOVERY APPLICATIONS
International Journal of Applied Mathematics (2023) · DOI
On the Wavelet Convolution Neural Networks for Ultra-Sound Based Breast Cancer Detection
Frontiers in Artificial Intelligence and Applications (2023) · DOI
A Modified Local Distance-weighted (MLD) Method of Interpolation and Its Numerical Performances for Large Scattered Datasets
Current Applied Science and Technology (2022) · DOI
Generalized Multiquadric Neural Networks in Image Reconstruction
Frontiers in Artificial Intelligence and Applications (2022) · DOI
Image reconstruction by shapefree radial basis function neural networks (RBFNs)
Journal of Physics: Conference Series (2022) · DOI
Numerical Investigation on Three LocalAdaptive k-Point Multiquadric Neural Networks
Frontiers in Artificial Intelligence and Applications (2022) · DOI
On e Wavelet Convolution Neural Network for Breast Cancer Image Analysis
Frontiers in Artificial Intelligence and Applications (2022) · DOI
Wavelet Pooling Scheme in the Convolution Neural Network (CNN) for Breast Cancer Detection
Frontiers in Artificial Intelligence and Applications (2022) · DOI
A Numerical Study of a Compactly-Supported Radial Basis Function Applied with a Collocation Meshfree Scheme for Solving PDEs
Journal of Physics: Conference Series (2020) · DOI
A numerical investigation on a hybrid-parameterless radial basis function applied with a meshless method
International Journal of Multiphysics (2020)
A numerical study on inverse quadratic optimal shape parameter in interpolation problems
Journal of Physics: Conference Series (2020) · DOI
Modelling Steady Convection-Dominated Phenomena by Node-Adaptive Radial Point Interpolation Meshfree Method (RPIM) with Various RBFs
Journal of Physics: Conference Series (2020) · DOI
Performances of non-parameterised radial basis functions in pattern recognition applications
Journal of Physics: Conference Series (2020) · DOI
A Radial Point Interpolation Method (RPIM) with Matern RBF applied to a twodimensional nonlinear coupled-PDE
IAENG International Journal of Applied Mathematics (2018)
A local-adaptive multiquadric shape parameter applied with DRBEM to convection-diffusion problem
Journal of Telecommunication, Electronic and Computer Engineering (2018)
A variable inverse-multiquadric shape parameter applied with a meshless method for nonlinear PDEs
AIP Conference Proceedings (2018) · DOI
Numerical solution to coupled burgers' equations by Gaussian-based hermite collocation scheme
Journal of Applied Mathematics (2018) · DOI