Sayan Kaennakham

According to our database, Sayan Kaennakham authored at least 35 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Locally Alignment Driven Multi Kernel SVM for Robust Prediction on Heterogeneous Biomedical Data.

Nuchanat Tiprachot, Kittisak Lathong, Waraporn Rernglit, Narongdech Dungkratoke, Papon Tantiwanichanon, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Entropy-Guided Dissimilarity Measures for Enhancing Fuzzy C-Means Clustering Robustness.

Papon Tantiwanichanon, Chantana Simtrakankul, Suraphol Pudhom, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Preliminary Experiments on Adaptive RBF-Enhanced Fuzzy C-Means for Nonlinear Data Clustering.

Chantana Simtrakankul, Papon Tantiwanichanon, Wiwat Nuansing, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Empirical Investigation into New Activation Functions Within LSTM Networks for Time-Series.

Suraphol Pudhom, Papon Tantiwanichanon, Janejira Laomala, Nara Samattapapong, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Generalized Multiquadric Based Direct Global Differential Quadrature Method for Accurate and Stable Solution of Elliptic Problems.

Pornthip Pongchalee, Krittidej Chanthawara, Chantana Simtrakankul, Papon Tantiwanichanon, Wisut Kitchainukoon, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Improving Pill Detection in YOLOv8 Using Learnable Multi-Scale Feature Fusion.

Anan Panphuech, Papon Tantiwanichanon, Natchanon Jaruteekampron, Nara Samattapapong, Niwatchai Namvichaisirikul, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Adaptive Variance Pooling CNN for Noise-Robust Ultrasound Breast Cancer Classification.

Ratapong Onjun, Papon Tantiwanichanon, Tanakorn Sritarapipat, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Quantile-Masked Softmax Activation for Inception CNN-Based Histopathological Breast Cancer Subtype Classification.

Songkiat Lowmunkhong, Papon Tantiwanichanon, Niwatchai Namvichaisirikul, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Enhancing Satellite-Based Rainfall Estimates Through Bias Correction: A Case Study in Nakhon Ratchasima, Thailand.

Somsak Limchupanpanich, Tanakorn Sritarapipat, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Novel Adaptive Velocity Clamping Methods in Particle Swarm Optimization with Benchmark Validation.

Janejira Laomala, Pirapong Inthapong, Narongdech Dungkratoke, Komsan Srivisut, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Investigating Hybrid Multiquadric-Gaussian Kernels in SVM for Depression Detection: A Preliminary Study.

Natthapon Khetkrathok, Narongdech Dungkratoke, Papon Tantiwanichanon, Suraphol Pudhom, Sayan Kaennakham, Wiwat Nuansing, Niwatchai Namvichaisirikul

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Tunable Softplus-Type Activations for Enhanced Gating in LSTM Networks.

Natchanon Jaruteekampron, Anan Panphuech, Khwanchai Huailuk, Papon Tantiwanichanon, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Population Density Repulsion PSO Optimized XGBoost for Robust Forecasting of Multiseasonal, Intermittent, and Nonstationary Time Series.

Khwanchai Huailuk, Pirapong Inthapong, Papon Tantiwanichanon, Janejira Laomala, Suraphol Pudhom, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Hybrid Swarm Intelligence Optimization of Three Machine Learning Classifiers for Chronic Kidney Disease Detection.

Narongdech Dungkratoke, Suraphol Pudhom, Krankamon Phukhronghin, Niwatchai Namvichaisirikul, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

Adaptive Multiquadric Shape Control in Differential Quadrature for Solving the Poisson Equation.

Krittidej Chanthawara, Pornthip Pongchalee, Chantana Simtrakankul, Papon Tantiwanichanon, Wisut Kitchainukoon, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

2024

Diabetic Retinopathy Detection using a Convolutional Neural Network Enhanced by Wavelet Transformation Pooling.

Ratapong Onjun, Songkiat Lowmunkhong, Sayan Kaennakham, Kitirat Phattaramarut

Proceedings of the 2024 16th International Conference on Bioinformatics and Biomedical Technology, 2024

Enhancing SVM Classification of Breast Cancer Using Dual-Stage PSO Optimization.

Pirapong Inthapong, Thiradet Singin, Sayan Kaennakham

Proceedings of the 2024 16th International Conference on Bioinformatics and Biomedical Technology, 2024

A Comparative Study of Distance Functions in Enhancing Cluster Quality Through Gaussian Kernel-Based Fuzzy C-Means.

Chantana Simtrakankul, Narongdech Dungkratoke, Janejira Laomala, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining X, 2024

Investigating the Performance of LSTM Models Optimized by Firefly Algorithms on Diverse Time-Series Data.

Krankamon Phukhronghin, Narongdech Dungkratoke, Papon Tantiwanichanon, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining X, 2024

Evaluating the Effectiveness of the Generalized Sigmoid in YOLOv8 for Drug Detection and Classification.

Anan Panphuech, Songkiat Lowmunkhong, Ratapong Onjun, Patthra Janthawanno, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining X, 2024

Performance Assessment of Fourier Convolutional Neural Networks in Medical Image Analysis for Breast Cancer Diagnosis.

Songkiat Lowmunkhong, Anan Panphuech, Patthra Janthawanno, Ratapong Onjun, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining X, 2024

Early Drought Prediction Using MODIS Time Series with LSTM: A Study of the Western United States.

Somsak Limchupanpanich, Tanakorn Sritarapipat, Sayan Kaennakham, Suwit Ongsomwang

Proceedings of the Fuzzy Systems and Data Mining X, 2024

LSTM Drug Demand Forecasting with Adjustment Strategies as a Preliminary Step Toward Optimizing Hospital Drug Inventory Management.

Janejira Laomala, Papon Tantiwanichanon, Natchanon Jaruteekampron, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining X, 2024

Investigating XGBoost Efficiency on Diverse Time-Series Data Through PSO Parameter Tuning.

Khwanchai Huailuk, Natthapon Khetkrathok, Pirapong Inthapong, Sayan Kaennakham, Nara Samattapapong

Proceedings of the Fuzzy Systems and Data Mining X, 2024

The Impact of Firefly Algorithm (FA) Optimization on Gaussian Kernel-Based Fuzzy C-Means Clustering (GKFCM) Efficiency.

Narongdech Dungkratoke, Chantana Simtrakankul, Janejira Laomala, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining X, 2024

2023

On the Wavelet Convolution Neural Networks for Ultra-Sound Based Breast Cancer Detection.

Kittikorn Sriwichai, Chantana Simtrakankul, Ratapong Onjun, Pichapop Paewpolsong, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

Noncommunicable Diseases (NCDs) Classification by the Radius Local k-Point Radial Basis Function (RLRBF) Neural Networks.

Pichapop Paewpolsong, Narongdech Dungkratoke, Niwatchai Namvichaisirikul, Sayan Kaennakham

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

2022

On the Wavelet Convolution Neural Network for Breast Cancer Image Analysis.

Kittikorn Sriwichai, Ratapong Onjun, Chantana Simtrakankul, Sayan Kaennakham

Proceedings of the Machine Learning and Artificial Intelligence, 2022

Generalized Multiquadric Neural Networks in Image Reconstruction.

Pornthip Pongchalee, Pirapong Inthapong, Krittidej Chanthawara, Pichapop Paewpolsong, Sayan Kaennakham

Proceedings of the Machine Learning and Artificial Intelligence, 2022

Numerical Investigation on Three Local-Adaptive k-Point Multiquadric Neural Networks.

Pichapop Paewpolsong, Krittidej Chanthawara, Narongdech Dungkratoke, Sayan Kaennakham

Proceedings of the Machine Learning and Artificial Intelligence, 2022

Wavelet Pooling Scheme in the Convolution Neural Network (CNN) for Breast Cancer Detection.

Ratapong Onjun, Kittikorn Sriwichai, Narongdech Dungkratoke, Sayan Kaennakham

Proceedings of the Machine Learning and Artificial Intelligence, 2022

2021

Generalized-Multiquadric Radial Basis Function Neural Networks (RBFNs) with Variable Shape Parameters for Function Recovery.

Sayan Kaennakham, Pichapop Paewpolsong, Natdanai Sriapai, Sunisa Tavaen

Proceedings of the Fuzzy Systems and Data Mining VII, 2021

2019

An automatic node-adaptive scheme applied with a RBF-collocation meshless method.

Sayan Kaennakham, Nissaya Chuathong

Appl. Math. Comput., 2019

2018

Numerical Solution to Coupled Burgers' Equations by Gaussian-Based Hermite Collocation Scheme.

Nissaya Chuathong, Sayan Kaennakham

J. Appl. Math., 2018

2014

An automatic mesh adaptation algorithm and its performance for simulation of flow over a circular cylinder at Re = 1.4 × 10⁵.

Sayan Kaennakham, Moji Moatamedi

Int. J. Comput. Sci. Eng., 2014