Machine learning for coverage optimization in wireless sensor networks: a comprehensive review

OS Egwuche, A Singh, AE Ezugwu, J Greeff… - Annals of Operations …, 2023 - Springer
In the context of wireless sensor networks (WSNs), the utilization of artificial intelligence (AI)-
based solutions and systems is on the ascent. These technologies offer significant potential …

[HTML][HTML] Firefly algorithm based WSN-IoT security enhancement with machine learning for intrusion detection

M Karthikeyan, D Manimegalai, K RajaGopal - Scientific Reports, 2024 - nature.com
Abstract A Wireless Sensor Network (WSN) aided by the Internet of Things (IoT) is a
collaborative system of WSN systems and IoT networks are work to exchange, gather, and …

Internet of things and wireless sensor networks for smart agriculture applications-a survey

MN Mowla, N Mowla, AFMS Shah, K Rabie… - IEEE …, 2023 - ieeexplore.ieee.org
The increasing food scarcity necessitates sustainable agriculture achieved through
automation to meet the growing demand. Integrating the Internet of Things (IoT) and …

P2CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k− barriers for intrusion detection

A Singh, J Nagar, J Amutha, S Sharma - Engineering Applications of …, 2023 - Elsevier
Drastic advancement in computing technology and the dramatic increase in the usage of
explainable machine learning algorithms provide a promising platform for developing robust …

[HTML][HTML] When will China's industrial carbon emissions peak? Evidence from machine learning

Q Ran, F Bu, A Razzaq, W Ge, J Peng, X Yang… - … Science and Pollution …, 2023 - Springer
The manufacture of products in the industrial sector is the principal source of carbon
emissions. To slow the progression of global warming and advance low-carbon economic …

Enhancing cyber security in WSN using optimized self-attention-based provisional variational auto-encoder generative adversarial network

B Meenakshi, D Karunkuzhali - Computer Standards & Interfaces, 2024 - Elsevier
Wireless sensor network (WSN) is a multi-hop and self-organizing wireless network consists
of fixed or moving sensors, this is one of the key components of the cyber physical system. It …

[HTML][HTML] Deep learning-based approach in surface thermography for inverse estimation of breast tumor size

Z Khomsi, M Elfezazi, L Bellarbi - Scientific African, 2024 - Elsevier
Background and objective In early breast cancer diagnosis, tumor size is key to improving
the patient's survival chances. It helps doctors to determine the adequate treatment for each …

[HTML][HTML] Optimising barrier placement for intrusion detection and prevention in WSNs

CKK Reddy, VS Kaza, PR Anisha, MM Khubrani… - Plos one, 2024 - journals.plos.org
This research addresses the pressing challenge of intrusion detection and prevention in
Wireless Sensor Networks (WSNs), offering an innovative and comprehensive approach …

[HTML][HTML] Binary chimp optimization algorithm with ML based intrusion detection for secure IoT-assisted wireless sensor networks

M Aljebreen, MA Alohali, MK Saeed, H Mohsen… - Sensors, 2023 - mdpi.com
An Internet of Things (IoT)-assisted Wireless Sensor Network (WSNs) is a system where
WSN nodes and IoT devices together work to share, collect, and process data. This …

Enhanced Black Widow Optimization with Hybrid Deep Learning Enabled Intrusion Detection in Internet of Things-based Smart Farming

RY Aburasain - IEEE Access, 2024 - ieeexplore.ieee.org
Agriculture has played a significant role in the lifespan of human beings for their survival and
the better economic growth of the country. Due to its intensified growth, smart agriculture has …