[HTML][HTML] Matched filter interpretation of CNN classifiers with application to HAR

MM Farag - Sensors, 2022 - mdpi.com
Time series classification is an active research topic due to its wide range of applications
and the proliferation of sensory data. Convolutional neural networks (CNNs) are ubiquitous …

Efficient I3D-VGG19-based architecture for human activity recognition

R Vaghela, D Labana, K Modi - The Scientific Temper, 2023 - scientifictemper.com
Abstract Systems for autonomously identifying and analyzing human activities (HAR) make
use of video data captured from various devices area requires ongoing updates due to the …

Active Learning in Image Classification: A Review and Analysis

D Burns, A Lambert - MZ Journal of Artificial Intelligence, 2024 - mzjournal.com
Active Learning (AL) has emerged as a promising approach to enhance image classification
tasks by intelligently selecting which data samples should be labeled for training, thereby …

Blockchain Technology for Secure and Transparent Evidence Management in Criminal Investigations

N Ekuma, Y Fon - Asian American Research Letters Journal, 2024 - aarlj.com
Blockchain technology has emerged as a promising solution for enhancing security and
transparency in various domains, including evidence management in criminal …

Automated Machine Learning: Revolutionizing Data Science and Decision-Making

A East, K Chastain - Innovative Computer Sciences …, 2024 - innovatesci-publishers.com
Automated Machine Learning (AutoML) has emerged as a transformative force in data
science, revolutionizing the way machine learning models are developed and deployed …

Impact of Hybrid Mesh Firewalls on Intrusion Detection and Prevention Systems (IDPS)

S Martin, L Dupont - Innovative Computer Sciences …, 2024 - innovatesci-publishers.com
As cyber threats evolve, the effectiveness of network security mechanisms such as firewalls
and Intrusion Detection and Prevention Systems (IDPS) becomes crucial. This paper …

Hybrid Active Learning Framework for Improved Detection of Blockchain Sandwich Attacks Using Automated Machine Learning and Mechanism Design Game Theory

R Wei, Z Yu - MZ Computing Journal, 2023 - mzjournal.com
Blockchain technology has gained significant attention due to its decentralized and
transparent nature, making it an attractive platform for various applications, including …

AI-Driven Crime Prevention Strategies: Integrating Big Data Analytics and Predictive Analytics

I Okoro, A Yusuf - Asian American Research Letters Journal, 2024 - aarlj.com
In recent years, advancements in Artificial Intelligence (AI) have transformed various sectors,
including law enforcement and crime prevention. This paper explores the integration of Big …