2024, 1(2), 60-71, 10.70968/ijeaca.v1i2.7, Dec. 24, 2024
This research aims to advance the diagnosis and management of Alzheimer's disease (AD) by leveraging deep learning methodologies, providing a comprehensive quantitative evaluation of their efficacy compared to traditional machine learning models. A thorough literature review was conducted, f…
2024, 1(2), 55-59, 10.70968/ijeaca.v1i2.2, Dec. 11, 2024
Digital image steganography, the concealing of information within seemingly innocent photographs presents considerable hurdles for traditional detection methods. To address this, we provide a unique deep learning-based steganalysis model is designed to identify the hidden data in digital photos.…
2024, 1(2), 50-54, 10.70968/ijeaca.v1i2.8, Dec. 12, 2024
Social media platforms like Twitter have become a rich source of real-time data and public sentiment. Analysing sentiment on Twitter is essential for various applications, from brand monitoring to political analysis. This work focuses on Twitter sentiment analysis, employing natural language pro…
2024, 1(2), 45-49, 10.70968/ijeaca.v1i2.6, Dec. 12, 2024
In this paper, 3-D simulations have been carried out to position electron beam of high-power (60 kW, 60 kV, 1 A) linear electron gun. These simulations are highly significant for indirectly heated electron guns due to the presence of an additional electrode. In the inter-electrode space, particl…
2024, 1(2), 40-44, 10.70968/ijeaca.v1i2.5, Dec. 12, 2024
Our project for developing a Advanced and Automatic LED street light system with dimming control and smart sensor is reviewed. In this project, the street light system, in which lights on when needed and light-off when not needed. Currently, in the whole world, enormous electric energy is consum…
2024, 1(2), 36-39, 10.70968/ijeaca.v1i2.3, Dec. 12, 2024
The MSRTC Bus Automation and Emergency Alert System is a comprehensive solution designed to enhance public security and safety within the Maharashtra State Road Transport Corporation (MSRTC) bus fleet. This smart assistance system encompasses features to mitigate risks such as rash driving, with…
2024, 1(2), 32-35, 10.70968/ijeaca.v1i2.2, Dec. 12, 2024
Low-voltage (LV) battery systems are integral components in a variety of applications such as portable electronics, automotive electronics, renewable energy, and non-interruptible electronics. Effective charging and early detection of dead batteries are crucial to improve its performance, safety…
2024, 1(2), 26-31, 10.70968/ijeaca.v1i2.1, Dec. 4, 2024
Breast cancer continues to pose a major global health challenge, underscoring the need for advanced detection and classification methods for mammograms. This study examines the effectiveness of ResNet-50 and VGG16 models in detecting and classifying multiview mammograms. Early and accurate detec…