Vol. 37 No. 9(1)
Special Issue on Redefining Perception: Applications of Artificial-intelligence-driven Sensor Systems: Part 1
Guest Editor: Pitikhate Sooraksa (King Mongkut’s Institute of Technology Ladkrabang)
In this study, we examine the application of convolutional neural networks (CNNs) for wafer pattern classification, with a focus on enhancing training efficiency and model performance. To achieve ... Read More
In this study, we introduce an innovative frequency-area-weighted sampling method to address spatial and temporal biases in flood inventory creation. Focusing on Thailand’s Nan River Basin, we ... Read More
Augmentative and alternative communication (AAC) methods are designed to facilitate effective communication for individuals with speech, language, or writing impairments. We introduce a novel AAC ... Read More
Global climate change impacts all regions and leads to natural disasters such as typhoons, which cause destruction, debris, and flooding. Postdisaster restoration is a very important activity tha ... Read More
Wi-Fi sensing-based human activity recognition (HAR) research has grown over the last decade. While conventional Wi-Fi sensing employs complex and high-cost devices, we focused on lightweight Wi- ... Read More
In this research, we present a method for predicting anomaly flying height (FH) profiles in hard disk drive (HDD) manufacturing by analyzing FH data at the FH1 stage. Anomalies at FH1 can lead to ... Read More
S&M4154Research paper of Special Issue |
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S&M4154 Optimizing Wafer Classification in Industrial Manufacturing Using Particle Swarm Optimization and Deep Learning Pisit Suwannoot and Poom Konghuayrob pp. 3815-3827 https://doi.org/10.18494/SAM5551 Published on September 3, 2025 PDF (open access) |
S&M4155Research paper of Special Issue |
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S&M4155 Flood Susceptibility Mapping Using Machine Learning Models with Novel Flood Inventory Sampling Strategies Gen Long, Sarintip Tantanee, Korakod Nusit, and Pitikhate Sooraksa pp. 3829-3839 https://doi.org/10.18494/SAM5586 Published on September 3, 2025 PDF (open access) |
S&M4156Technical paper of Special Issue |
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S&M4156 AI-driven Augmentative and Alternative Communication System for Communication Enhancement in Cerebral Palsy Using American Sign Language Recognition Yuh-Shihng Chang, Chen-Wei Lin, and Chien-Chih Chen pp. 3841-3853 https://doi.org/10.18494/SAM5710 Published on September 3, 2025 PDF (open access) |
S&M4157Research paper of Special Issue |
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S&M4157 2D and 3D LiDAR with CNN Models for Detecting Sediment Accumulation Underground after Disaster Woranidtha Krungseanmuang, Fuka Morita, Vasutorn Chaowalittawin, Posathip Sathaporn, Chisato Kanamori, Tuanjai Archevapanich, and Boonchana Purahong pp. 3855-3867 https://doi.org/10.18494/SAM5713 Published on September 3, 2025 PDF (open access) |
S&M4158Research paper of Special Issue |
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S&M4158 EnSta-Fi: Ensemble Stacking-based Human Activity Recognition by Leveraging Channel State Information Amplitude in Wi-Fi Sensing Dwi Joko Suroso, Aisyah A. Susanto, Liyas F.R. Tarigan, and Nazrul Effendy pp. 3869-3879 https://doi.org/10.18494/SAM5740 Published on September 3, 2025 PDF (open access) |
S&M4159Research paper of Special Issue |
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S&M4159 Anomaly Flying Height Prediction Based on Clustering Techniques in Hard Disk Drive Manufacturing Worawit Kanjanapruthipong and Poom Konghuayrob pp. 3881-3892 https://doi.org/10.18494/SAM5832 Published on September 3, 2025 PDF (open access) |
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