An Adaptive Sleep Apnea Detection Model Using Multi Cascaded Atrous-Based Deep Learning Schemes With Hybrid Artificial Humming Bird Pity Beetle Algorithm. - Aswath Selvaraj; Valarmathi Ravichandran Shanmuga Sundaram; Miroslav Mahdal (IEEE Access, 2023)

Optimizing federated learning approaches with hybrid Convolutional Neural Networks - Bidirectional Encoder Representations from Transformers for precise estimation of average localization errors in wireless sensor networks. - Raja Lakshminarayanan; Dhanasekaran Selvaraj; Rangarajan Vinod Kumar; Aswath Selvaraj (Int. J. Commun. Syst., 2024)