Impact of economic indicators on rice production: A machine learning approach in Sri Lanka

S Kularathne, N Rathnayake, M Herath… - PLOS …, 2024 - journals.plos.org
Rice is a crucial crop in Sri Lanka, influencing both its agricultural and economic
landscapes. This study delves into the complex interplay between economic indicators and …

An efficient approach for age-wise rice seeds classification using SURF-BOF with modified cascaded-ANFIS algorithm

N Rathnayake, TL Dang, A Miyazaki… - … On Machine Vision …, 2023 - spiedigitallibrary.org
It is a well-known fact that the quality of a seed highly impacts the germination of a rice seed.
The age of the seed is one of the primary key points in assessing the seed quality …

Optimizing Age Classification Using Hyperparameter Tuning and Handling Imbalanced Dataset: An Algorithm Decision Forest training Algorithms Approach

YD Prabowo - 2023 IEEE 9th International Conference on …, 2023 - ieeexplore.ieee.org
Age classification is a specialist field, and imbalanced datasets and hyperparameter tuning
are essential issues that can increase the superiority of classification models. This study …