2 papers
cs.AI2025
A Survey on Multi-Resident Activity Recognition in Smart Environments
Farhad MortezaPour Shiri, Thinagaran Perumal, Norwati Mustapha +3
Human activity recognition (HAR) is a rapidly growing field that utilizes smart devices, sensors, and algorithms to automatically classify and identify the actions of individuals w…
cs.LG2025
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU
Farhad Mortezapour Shiri, Thinagaran Perumal, Norwati Mustapha +1
Deep learning (DL) has emerged as a powerful subset of machine learning (ML) and artificial intelligence (AI), outperforming traditional ML methods, especially in handling unstruct…