IEEE

Enhanced Detection of Hand Gestures From sEMG Signals Using Stacking Ensemble With Particle Swarm Optimization and Meta-Classifier

Abstract: Hand gesture recognition is a key aspect of Human Computer Interaction (HCI), that enables recognition of hand movements or gestures through sensors and cameras. Surface Electromyography ...
Frontiers

Classification of smartphone users as adult or child in both constrained and non-constrained environments using mRMR-based feature selection and an ensemble classifier

Department of Computational Intelligence, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India A Smartphone is an important electronic device used by people ...
IEEE

Near-Field Source Localization in 3-D Using Two Parallel Centrally Symmetric Unfold Coprime Array

Abstract: Most near-field (NF) localization algorithms cannot deal with the underdetermined case, while those which can are computationally expensive due to employment of fourth-order cumulants. In ...
Hacker

Prompt Engineering for Architects: Using LLMs to Validate System Design Constraints

I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven enterprise solutions that integrate LLM. I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven ...
GitHub

Time-Series Image Classifier

A production-ready deep learning project for time-series image classification using EfficientNet/NFNet with PyTorch Lightning. This project implements transfer learning for multi-class classification ...