Advanced Plant Disease Segmentation in Precision Agriculture Using Optimal Dimensionality Reduction With Fuzzy C-Means Clustering and Deep Learning

Autor: Mughair Bhatti, Zeeshan Zeeshan, Syam MS, Uzair Bhatti, Asad Khan, Yazeed Yasin Ghadi, Shrooq Alsenan, Yang Li, Muhammad Asif, Tahreem Afzal

Publikováno v: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 18264-18277 (2024)

Analysis of hyperspectral imagery is a critical aspect of remote sensing in precision agriculture, for which effective dimensionality reduction (DR) strategies for the inherent complexity and uncertainty of the data are highly necessary. The fusion o

Externí odkaz: https://doaj.org/article/f3277091e8b04501afa5f7740076c55b

Global production patterns: Understanding the relationship between greenhouse gas emissions, agriculture greening and climate variability.

Autor: Bhatti UA; School of Information and Communication Engineering, Hainan University, Haikou, 570100, China; School of Geography, Nanjing Normal University, Nanjing, 210023, China., Bhatti MA; School of Geography, Nanjing Normal University, Nanjing, 210023, China. Electronic address: mughairbhatti@nnu.edu.cn., Tang H; School of Information and Communication Engineering, Hainan University, Haikou, 570100, China. Electronic address: melineth@hainanu.edu.cn., Syam MS; IOT Laboratory, Shenzhen University, Shenzhen, Guangdong, 518060, China., Awwad EM; Department of Electrical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, 11421, Saudi Arabia., Sharaf M; Department of Industrial Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, 11421, Saudi Arabia., Ghadi YY; Department of Computer Science, Al Ain University, United Arab Emirates.

Publikováno v: Environmental research [Environ Res] 2024 Mar 15; Vol. 245, pp. 118049. Date of Electronic Publication: 2023 Dec 31.

Hardware implementation of GCPVS using isolated Cuk converter.

Autor: Syam MS, Sreejith Kailas, T.

Publikováno v: 2013 International Conference on Emerging Trends in Communication, Control, Signal Processing & Computing Applications (C2SPCA); 2013, p1-6, 6p

Maximizing intrusion detection efficiency for IoT networks using extreme learning machine.

Autor: Altamimi, Shahad, Abu Al-Haija, Qasem

Publikováno v: Discover Internet of Things; 7/9/2024, Vol. 4 Issue 1, p1-37, 37p

Detection of cotton leaf curl disease's susceptibility scale level based on deep learning.

Autor: Nazeer, Rubaina, Ali, Sajid, Hu, Zhihua, Ansari, Ghulam Jillani, Al-Razgan, Muna, Awwad, Emad Mahrous, Ghadi, Yazeed Yasin

Publikováno v: Journal of Cloud Computing (2192-113X); 2/26/2024, Vol. 13 Issue 1, p1-18, 18p