Soil suitability classification for crop selection in precision agriculture using GBRT-based hybrid DNN surrogate models
The main reason for agricultural productivity decline is farmers' failure to choose the
appropriate crop for their soil. It is important for farmers to understand which crops are …
appropriate crop for their soil. It is important for farmers to understand which crops are …
A post-selection algorithm for improving dynamic ensemble selection methods
PRG Cordeiro, GDC Cavalcanti… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Dynamic Ensemble Selection (DES) is a Multiple Classifier Systems (MCS) approach that
aims to select an ensemble for each query sample during the selection phase. Even with the …
aims to select an ensemble for each query sample during the selection phase. Even with the …
ResNet50 Integrated Vision Transformer for Enhanced Plant Disease Classification
DM Kumaar, S Palani - … on Artificial Intelligence For Internet of …, 2024 - ieeexplore.ieee.org
This study introduces an innovative hybrid model that integrates the powerful feature
extraction capabilities of ResNet 50 with the advanced pattern recognition and contextual …
extraction capabilities of ResNet 50 with the advanced pattern recognition and contextual …
IoT-Assisted Heterogeneous Ensemble Learning Environment for Smart Farming
This research deals with machine learning, deep learning, and AI techniques to handle crop
recommendation within a heterogeneous IoT-sensed environment. We have used several …
recommendation within a heterogeneous IoT-sensed environment. We have used several …
Unlocking Talent: Exploring the Potential of AI and ML Algorithms in Recruitment Process
S Kundu, S Palani - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
A Recruitment process is complex and multifaceted. It requires a strategic approach to
assess and select suitable candidates for the selected post while mitigating challenges …
assess and select suitable candidates for the selected post while mitigating challenges …
Firewall Log Classification: Leveraging Feature Selection and Stacking Ensemble
AHA Monfared, K Borna - 2024 - researchsquare.com
Firewall logs can provide valuable information about attempted security breaches and
attacks. By classifying these logs, security teams can more easily identify patterns and …
attacks. By classifying these logs, security teams can more easily identify patterns and …