Advanced machine learning approach with dynamic kernel weighting for accurate electrical load forecasting
Sign Up to like & getrecommendations! Published in 2025 at "AIP Advances"
DOI: 10.1063/5.0218832
Abstract: This article presents a load forecasting model for commercial buildings with Enhanced Dynamically Weighted Multiple Kernel Support Vector Regression (EDW-MKSVR) and a mini-batch gradient descent method to achieve good regularization along with clustering techniques to… read more here.
Keywords: dynamic kernel; load forecasting; mksvr; approach ... See more keywords
Dynamic kernel network for hyperspectral image classification
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2023.2209268
Abstract: ABSTRACT Deep neural networks have outstanding performance as data-driven solutions for hyperspectral image classification for ground object detection. Among these, convolutional models outperform other strategies for their back-propagated local-filtering mechanisms. However, convolutional models lack the… read more here.
Keywords: kernel; classification; kernel network; dynamic kernel ... See more keywords
Advancing Facial Expression Recognition -- Enhanced MobileNetV3 with Integrated Coordinate Attention and Dynamic Kernel Adaptation
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Telecommunications and Information Technology"
DOI: 10.26636/jtit.2025.2.2146
Abstract: This paper presents an improved approach for facial expression recognition (FER), which incorporates the Coordinate Attention (CAM) mechanism into MobileNetV3, a lightweight CNN widely used for its real-time applications on low-power devices. The CA mechanism… read more here.
Keywords: facial expression; expression recognition; coordinate attention; dynamic kernel ... See more keywords