Agriculture AI/IoT Research

LoRa Communication for Agriculture 4.0: Opportunities, Challenges, and Future Directions

Lameya Aldhaheri, Noor Alshehhi, Irfana Ilyas Jameela Manzil, Ruhul Amin Khalil, Shumaila Javaid, Nasir Saeed, Mohamed-Slim Alouini  |  2024

Keywords: Computer Science - NI, Computer Science - ET, Machine Learning
Information Fusion in Smart Agriculture: Machine Learning Applications and Future Research Directions

Aashu Katharria, Kanchan Rajwar, Millie Pant, Juan D. Velásquez, Václav Snášel, Kusum Deep  |  2024

Keywords: Machine Learning, Artificial Intelligence
Intelligent Agricultural Greenhouse Control System Based on Internet of Things and Machine Learning

Cangqing Wang, Jiangchuan Gong  |  2024

Keywords: Systems and Control, Machine Learning
AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0

Ozlem Turgut, Ibrahim Kok, Suat Ozdemir  |  2024

Keywords: Machine Learning, Artificial Intelligence, Computer Science - NI
Driving Intelligent IoT Monitoring and Control through Cloud Computing and Machine Learning

Hanzhe Li, Xiangxiang Wang, Yuan Feng, Yaqian Qi, Jingxiao Tian  |  2024

Keywords: Artificial Intelligence, Machine Learning
A Data-Driven Review of Remote Sensing-Based Data Fusion in Precision Agriculture from Foundational to Transformer-Based Techniques

Mahdi Saki, Rasool Keshavarz, Daniel Franklin, Mehran Abolhasan, Justin Lipman, Negin Shariati  |  2024

Keywords: Machine Learning
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification

Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya, Rose Nakibuule, Andrew Katumba  |  2024

Keywords: Computer Vision, Artificial Intelligence
Intelligent Agricultural Management Considering N$_2$O Emission and Climate Variability with Uncertainties

Zhaoan Wang, Shaoping Xiao, Jun Wang, Ashwin Parab, Shivam Patel  |  2024

Keywords: Machine Learning, Artificial Intelligence, Computers and Society
Threshold-Based Automated Pest Detection System for Sustainable Agriculture

Tianle Li, Jia Shu, Qinghong Chen, Murad Mehrab Abrar, John Raiti  |  2024

Keywords: Image and Video Processing
Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis

Anantaa Kotal, Lavanya Elluri, Deepti Gupta, Varun Mandalapu, Anupam Joshi  |  2023

Keywords: Cryptography and Security, Artificial Intelligence, Machine Learning
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