IEEE

An Efficient Optimal Feature Selection-based Multi-Task Learning Model using Dilated Convolutional Neural Network with Improved Doctor and Patient Optimization

Abstract: Multitask Learning (MTL) is attracting a lot of interest because it may transfer information across projects and increase teamwork by leveraging common frameworks throughout tasks to ...
IEEE

Bidirectional Transfer Learning Between Activity and User Identity Recognition via 2D CNN-LSTM Model for Wearables

Abstract: We implement transfer learning (TL) to attain efficiency in training and feature extraction by freezing the connection weights of shallow layers of deep learning (DL) models, already trained ...