Sayan Kaennakham

35 papers Journal 3Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Adaptive Multiquadric Shape Control in Differential Quadrature for Solving the Poisson Equation. FSDM Krittidej Chanthawara, Pornthip Pongchalee, Chantana Simtrakankul, Papon Tantiwanichanon, Wisut Kitchainukoon, Sayan Kaennakham
2025	—	`conf`	Adaptive Variance Pooling CNN for Noise-Robust Ultrasound Breast Cancer Classification. FSDM Ratapong Onjun, Papon Tantiwanichanon, Tanakorn Sritarapipat, Sayan Kaennakham
2025	—	`conf`	Empirical Investigation into New Activation Functions Within LSTM Networks for Time-Series. FSDM Suraphol Pudhom, Papon Tantiwanichanon, Janejira Laomala, Nara Samattapapong, Sayan Kaennakham
2025	—	`conf`	Enhancing Satellite-Based Rainfall Estimates Through Bias Correction: A Case Study in Nakhon Ratchasima, Thailand. FSDM Somsak Limchupanpanich, Tanakorn Sritarapipat, Sayan Kaennakham
2025	—	`conf`	Entropy-Guided Dissimilarity Measures for Enhancing Fuzzy C-Means Clustering Robustness. FSDM Papon Tantiwanichanon, Chantana Simtrakankul, Suraphol Pudhom, Sayan Kaennakham
2025	—	`conf`	Generalized Multiquadric Based Direct Global Differential Quadrature Method for Accurate and Stable Solution of Elliptic Problems. FSDM Pornthip Pongchalee, Krittidej Chanthawara, Chantana Simtrakankul, Papon Tantiwanichanon, Wisut Kitchainukoon, Sayan Kaennakham
2025	—	`conf`	Hybrid Swarm Intelligence Optimization of Three Machine Learning Classifiers for Chronic Kidney Disease Detection. FSDM Narongdech Dungkratoke, Suraphol Pudhom, Krankamon Phukhronghin, Niwatchai Namvichaisirikul, Sayan Kaennakham
2025	—	`conf`	Improving Pill Detection in YOLOv8 Using Learnable Multi-Scale Feature Fusion. FSDM Anan Panphuech, Papon Tantiwanichanon, Natchanon Jaruteekampron, Nara Samattapapong, Niwatchai Namvichaisirikul, Sayan Kaennakham
2025	—	`conf`	Investigating Hybrid Multiquadric-Gaussian Kernels in SVM for Depression Detection: A Preliminary Study. FSDM Natthapon Khetkrathok, Narongdech Dungkratoke, Papon Tantiwanichanon, Suraphol Pudhom, Sayan Kaennakham, Wiwat Nuansing, Niwatchai Namvichaisirikul
2025	—	`conf`	Locally Alignment Driven Multi Kernel SVM for Robust Prediction on Heterogeneous Biomedical Data. FSDM Nuchanat Tiprachot, Kittisak Lathong, Waraporn Rernglit, Narongdech Dungkratoke, Papon Tantiwanichanon, Sayan Kaennakham
2025	—	`conf`	Novel Adaptive Velocity Clamping Methods in Particle Swarm Optimization with Benchmark Validation. FSDM Janejira Laomala, Pirapong Inthapong, Narongdech Dungkratoke, Komsan Srivisut, Sayan Kaennakham
2025	—	`conf`	Population Density Repulsion PSO Optimized XGBoost for Robust Forecasting of Multiseasonal, Intermittent, and Nonstationary Time Series. FSDM Khwanchai Huailuk, Pirapong Inthapong, Papon Tantiwanichanon, Janejira Laomala, Suraphol Pudhom, Sayan Kaennakham
2025	—	`conf`	Preliminary Experiments on Adaptive RBF-Enhanced Fuzzy C-Means for Nonlinear Data Clustering. FSDM Chantana Simtrakankul, Papon Tantiwanichanon, Wiwat Nuansing, Sayan Kaennakham
2025	—	`conf`	Quantile-Masked Softmax Activation for Inception CNN-Based Histopathological Breast Cancer Subtype Classification. FSDM Songkiat Lowmunkhong, Papon Tantiwanichanon, Niwatchai Namvichaisirikul, Sayan Kaennakham
2025	—	`conf`	Tunable Softplus-Type Activations for Enhanced Gating in LSTM Networks. FSDM Natchanon Jaruteekampron, Anan Panphuech, Khwanchai Huailuk, Papon Tantiwanichanon, Sayan Kaennakham
2024	—	`conf`	A Comparative Study of Distance Functions in Enhancing Cluster Quality Through Gaussian Kernel-Based Fuzzy C-Means. FSDM Chantana Simtrakankul, Narongdech Dungkratoke, Janejira Laomala, Sayan Kaennakham
2024	—	`conf`	Diabetic Retinopathy Detection using a Convolutional Neural Network Enhanced by Wavelet Transformation Pooling. ICBBT Ratapong Onjun, Songkiat Lowmunkhong, Sayan Kaennakham, Kitirat Phattaramarut
2024	—	`conf`	Early Drought Prediction Using MODIS Time Series with LSTM: A Study of the Western United States. FSDM Somsak Limchupanpanich, Tanakorn Sritarapipat, Sayan Kaennakham, Suwit Ongsomwang
2024	—	`conf`	Enhancing SVM Classification of Breast Cancer Using Dual-Stage PSO Optimization. ICBBT Pirapong Inthapong, Thiradet Singin, Sayan Kaennakham
2024	—	`conf`	Evaluating the Effectiveness of the Generalized Sigmoid in YOLOv8 for Drug Detection and Classification. FSDM Anan Panphuech, Songkiat Lowmunkhong, Ratapong Onjun, Patthra Janthawanno, Sayan Kaennakham
2024	—	`conf`	Investigating XGBoost Efficiency on Diverse Time-Series Data Through PSO Parameter Tuning. FSDM Khwanchai Huailuk, Natthapon Khetkrathok, Pirapong Inthapong, Sayan Kaennakham, Nara Samattapapong
2024	—	`conf`	Investigating the Performance of LSTM Models Optimized by Firefly Algorithms on Diverse Time-Series Data. FSDM Krankamon Phukhronghin, Narongdech Dungkratoke, Papon Tantiwanichanon, Sayan Kaennakham
2024	—	`conf`	LSTM Drug Demand Forecasting with Adjustment Strategies as a Preliminary Step Toward Optimizing Hospital Drug Inventory Management. FSDM Janejira Laomala, Papon Tantiwanichanon, Natchanon Jaruteekampron, Sayan Kaennakham
2024	—	`conf`	Performance Assessment of Fourier Convolutional Neural Networks in Medical Image Analysis for Breast Cancer Diagnosis. FSDM Songkiat Lowmunkhong, Anan Panphuech, Patthra Janthawanno, Ratapong Onjun, Sayan Kaennakham
2024	—	`conf`	The Impact of Firefly Algorithm (FA) Optimization on Gaussian Kernel-Based Fuzzy C-Means Clustering (GKFCM) Efficiency. FSDM Narongdech Dungkratoke, Chantana Simtrakankul, Janejira Laomala, Sayan Kaennakham
2023	—	`conf`	Noncommunicable Diseases (NCDs) Classification by the Radius Local k-Point Radial Basis Function (RLRBF) Neural Networks. FSDM Pichapop Paewpolsong, Narongdech Dungkratoke, Niwatchai Namvichaisirikul, Sayan Kaennakham
2023	—	`conf`	On the Wavelet Convolution Neural Networks for Ultra-Sound Based Breast Cancer Detection. FSDM Kittikorn Sriwichai, Chantana Simtrakankul, Ratapong Onjun, Pichapop Paewpolsong, Sayan Kaennakham
2022	—	`conf`	Generalized Multiquadric Neural Networks in Image Reconstruction. MLIS Pornthip Pongchalee, Pirapong Inthapong, Krittidej Chanthawara, Pichapop Paewpolsong, Sayan Kaennakham
2022	—	`conf`	Numerical Investigation on Three Local-Adaptive k-Point Multiquadric Neural Networks. MLIS Pichapop Paewpolsong, Krittidej Chanthawara, Narongdech Dungkratoke, Sayan Kaennakham
2022	—	`conf`	On the Wavelet Convolution Neural Network for Breast Cancer Image Analysis. MLIS Kittikorn Sriwichai, Ratapong Onjun, Chantana Simtrakankul, Sayan Kaennakham
2022	—	`conf`	Wavelet Pooling Scheme in the Convolution Neural Network (CNN) for Breast Cancer Detection. MLIS Ratapong Onjun, Kittikorn Sriwichai, Narongdech Dungkratoke, Sayan Kaennakham
2021	—	`conf`	Generalized-Multiquadric Radial Basis Function Neural Networks (RBFNs) with Variable Shape Parameters for Function Recovery. FSDM Sayan Kaennakham, Pichapop Paewpolsong, Natdanai Sriapai, Sunisa Tavaen
2019	J	`jnl`	An automatic node-adaptive scheme applied with a RBF-collocation meshless method. Appl. Math. Comput. Sayan Kaennakham, Nissaya Chuathong
2018	J	`jnl`	Numerical Solution to Coupled Burgers' Equations by Gaussian-Based Hermite Collocation Scheme. J. Appl. Math. Nissaya Chuathong, Sayan Kaennakham
2014	J	`jnl`	An automatic mesh adaptation algorithm and its performance for simulation of flow over a circular cylinder at Re = 1.4 × 10 Int. J. Comput. Sci. Eng. Sayan Kaennakham, Moji Moatamedi