[HTML][HTML] Recent Applications of Explainable AI (XAI): A Systematic Literature Review

M Saarela, V Podgorelec - Applied Sciences, 2024 - mdpi.com
This systematic literature review employs the Preferred Reporting Items for Systematic
Reviews and Meta-Analyses (PRISMA) methodology to investigate recent applications of …

[PDF][PDF] Agriculture 5.0 and Explainable AI for Smart Agriculture: A Scoping Review

SFA Razak, S Yogarayan, MS Sayeed… - Emerging Science …, 2024 - researchgate.net
The visionary paradigm of Agriculture 5.0 integrates Industry 4.0 principles into agricultural
practices. Our scoping review explores the landscape of Agriculture 5.0, emphasizing the …

Unveilling Soil Fertility Classification with Explainable AI

K Roufaida, M Abdelhak… - … Conference on Innovation …, 2024 - ieeexplore.ieee.org
Population growth necessitates the urgent enhancement of sustainable food production
systems. However, the overuse of fertilizers significantly undermines soil fertility, posing a …

[HTML][HTML] Enhancing Soil Fertility Prediction Through Federated Learning on IoT-Generated Datasets with a Feature Selection Perspective

MK Senapaty, A Ray, N Padhy - Engineering Proceedings, 2024 - mdpi.com
Introduction: Fertile soil has a balanced pH and nutrient profile (potassium, phosphorus, and
nitrogen), water retention capability, and organic substances. Fertile soil allows for better …

Explainable AI for Next Generation Agriculture—Current Scenario and Future Prospects

I Dawar, S Negi, A Chauhan - … Intelligence in Internet of Agricultural Things, 2024 - Springer
Agriculture is the backbone of India's economy and an essential component of its cultural
heritage. It plays a pivotal role in providing food, employment, and livelihoods to a significant …

Smart Farming Analytics: Exploring Classifier Diversity And Clustering In Land Suitability Forecasting

PY Prasad, M Ramu, U Sahithi… - Proceedings of the …, 2024 - books.google.com
Smart Farming Analytics (SFA) has emerged as a key tool in modern agriculture,
transforming traditional farming practices by integrating advanced technologies. This …