IEEE

Securing Healthcare with Deep Learning: A CNN-Based Model for Medical IoT Threat Detection

Abstract: The increasing integration of the Internet of Medical Things (IoMT) into healthcare systems has significantly enhanced patient care but has also introduced critical cybersecurity challenges.
IEEE

Emotion Recognition from Speech Signals Using Hybrid CNN Model

Abstract: The fast growth of internet and communications networks has drastically enhanced data transport, allowing tasks like Speech Emotion Recognition (SER), an essential aspect of human-computer ...
IEEE

Photovoltaic Power Generation Forecasting Based on Attention-CNN-BiLSTM Model

Abstract: With the rapid advancement of computer technology, the processing and storage capacity of computers have significantly improved. This has led to the remarkable development of artificial ...
IEEE

A CNN-Based Model for Yield Prediction in MEMS Resonator Manufacturing

Abstract: This work presents a novel method for predicting the yield of Micro-electromechanical Systems (MEMS) resonators by using Convolutional Neural Networks (CNNs) to extract morphological ...
IEEE

Computer networks cybersecurity monitoring based on CNN-LSTM model

Abstract: Cybersecurity monitoring is essential for safeguarding computer networks. However, the increasing scale, complexity, and data volume of modern networks present significant challenges for ...