IEEE

Human Sleeping Posture Recognition Based on Graph Neural Network Using Sensors Combined With Airbag Bed Detection

Abstract: Approximately one-third of a human’s lifetime is spent sleeping, and sleeping posture plays a pivotal role in both sleep quality and overall health. Therefore, there is a pressing need for ...
IEEE

HFGNN: Efficient Graph Neural Networks Using Hub-Fringe Structures

Abstract: Existing message passing-based and transformer-based graph neural networks (GNNs) cannot satisfy requirements for learning representative graph embeddings due to restricted receptive fields, ...
How-To Geek on MSN

How to Use the Python Statistics Module

The Python statistics module is a built-in module for performing simple statistical calculations. Since it's part of the standard Python library, it's available in every Python installation. To access ...
IEEE

Trajectory-Oriented Control Using Gradient Descent: An Unconventional Approach

Abstract: In this work, we introduce a novel gradient descent-based approach for optimizing control systems, leveraging a new representation of stable closed-loop dynamics as a function of two ...
IEEE

Unrolling Plug-and-Play Gradient Graph Laplacian Regularizer for Image Restoration

Abstract: Generic deep learning (DL) networks for image restoration like denoising and interpolation lack mathematical interpretability, require voluminous training data to tune large parameter sets, ...
IEEE

Predictive Energy Management for Microgrid Using Multi-Agent Deep Deterministic Policy Gradient With Random Sampling

Abstract: In a MicroGrid (MG) equipped with a Battery Energy Storage System (BESS), an Energy Management System (EMS) plays a crucial role in predictive controlling BESS operations for optimal power ...
IEEE

Manifold Graph Signal Restoration Using Gradient Graph Laplacian Regularizer

Abstract: In the graph signal processing (GSP) literature, graph Laplacian regularizer (GLR) was used for signal restoration to promote piecewise smooth / constant reconstruction with respect to an ...
Illawarra Mercury

When police could draw 'line in sand' in Freeman hunt

Investigators locked in a four-week manhunt for alleged police killer Dezi Freeman could soon face the prospect of "drawing a line in the sand" as resource restraints and costs pile up.
IEEE

Multi-Drone Path Planning Using Gradient Descent and Potential Fields For Warehouse Applications

Abstract: This study presents an approach for multi-drone path planning in warehouse environments using a combination of the Gradient Descent Method and Artificial Potential Fields (APF). The ...
IEEE

Extended Target Reconstruction for Real Aperture Radar Using Sparse and 2-D High-Order Gradient Hybrid Prior Bayesian Method

Abstract: The reconstruction of the scale and shape information of extended targets is a major challenge for real aperture radar (RAR). Due to the limitation of angular resolution, the reconstruction ...
Indiatimes

Lobon or noon? The trouble with using language to draw borders

Radio host, novelist and commentator Sandip Roy is the author of Don't Let Him Know. However, his columns are all about letting people know his myriad opinions. There is indeed a ‘Bangladeshi’ ...