Crop Classification and Yield Prediction Using Robust Machine Learning Models for Agricultural Sustainability

被引：0

作者：

Badshah, Abid ^{[1
,5
]}

Yousef Alkazemi, Basem ^{[2
,5
]}

Din, Fakhrud ^{[1
,5
]}

Zamli, Kamal Z. ^{[3
,4
,5
]}

Haris, Muhammad ^{[4
,5
]}

机构：

[1] University of Malakand, Dir, Lower, Faculty of Information Technology (IT), Department of Computer Science and IT, Khyber Pakhtunkhwa, Chakdara,18800, Pakistan

[2] Umm Al-Qura University, College of Computing, Department of Software Engineering, Makkah,24382, Saudi Arabia

[3] Universiti Malaysia Pahang Al-Sultan Abdullah (UMPSA), Pekan, Faculty of Computing, Pahang, Kuantan,26600, Malaysia

[4] Universitas Airlangga, Faculty of Science and Technology, C Campus JI. Dr. H. Soekamo, Mulyorejo, Surabaya,60115, Indonesia

[5] Khushal Khan Khattak University, Department of Computer Science and Bioinformatics, Karak,27200, Pakistan

来源：

IEEE Access | 2024年 / 12卷

关键词：

Compendex;

D O I：

10.1109/ACCESS.2024.3486653

中图分类号：

学科分类号：

摘要：

Adversarial machine learning

引用

页码：162799 / 162813

共 50 条

[1] Agricultural Crop Yield Prediction for Indian Farmers Using Machine Learning
Narawade, Vaibhav
Chaudhari, Akash
Mohammad, Muntazir Alam
Dubey, Tanmay
Jadhav, Bhumika
[J]. ARTIFICIAL INTELLIGENCE: THEORY AND APPLICATIONS, VOL 1, AITA 2023, 2024, 843 : 75 - 86
[2] Analysis of agricultural crop yield prediction using statistical techniques of machine learning
Pant, Janmejay
Pant, R. P.
Singh, Manoj Kumar
Singh, Devesh Pratap
Pant, Himanshu
[J]. MATERIALS TODAY-PROCEEDINGS, 2021, 46 : 10922 - 10926
[3] Prediction of crop yield in India using machine learning and hybrid deep learning models
Saravanan, Krithikha Sanju
Bhagavathiappan, Velammal
[J]. ACTA GEOPHYSICA, 2024, 72 (06) : 4613 - 4632
[4] Crop Yield Prediction using Machine Learning Techniques
Medar, Ramesh
Rajpurohit, Vijay S.
Shweta
[J]. 2019 IEEE 5TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2019,
[5] Crop Yield Prediction Using Machine Learning Algorithms
Nigam, Aruvansh
Garg, Saksham
Agrawal, Archit
Agrawal, Parul
[J]. 2019 FIFTH INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP 2019), 2019, : 125 - 130
[6] Crop yield prediction using machine learning techniques
Iniyan, S.
Varma, V. Akhil
Naidu, Ch Teja
[J]. ADVANCES IN ENGINEERING SOFTWARE, 2023, 175
[7] Crop Yield Prediction Using Machine Learning Models: Case of Irish Potato and Maize
Kuradusenge, Martin
Hitimana, Eric
Hanyurwimfura, Damien
Rukundo, Placide
Mtonga, Kambombo
Mukasine, Angelique
Uwitonze, Claudette
Ngabonziza, Jackson
Uwamahoro, Angelique
[J]. AGRICULTURE-BASEL, 2023, 13 (01):
[8] A Hybrid Approach to Tea Crop Yield Prediction Using Simulation Models and Machine Learning
Batool, Dania
Shahbaz, Muhammad
Asif, Hafiz Shahzad
Shaukat, Kamran
Alam, Talha Mahboob
Hameed, Ibrahim A.
Ramzan, Zeeshan
Waheed, Abdul
Aljuaid, Hanan
Luo, Suhuai
[J]. PLANTS-BASEL, 2022, 11 (15):
[9] Comparative Analysis of Machine Learning Models for Crop's yield Prediction
Babar, Zaheer Ud Din
UlAmin, Riaz
Sarwar, Muhammad Nabeel
Jabeen, Sidra
Abdullah, Muhammad
[J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2022, 22 (05): : 330 - 334
[10] Using machine learning for crop yield prediction in the past or the future
Morales, Alejandro
Villalobos, Francisco J.
[J]. FRONTIERS IN PLANT SCIENCE, 2023, 14

← 1 2 3 4 5 →