Balanced k-star: An explainable machine learning method for internet-of-things-enabled predictive maintenance in manufacturing
Predictive maintenance (PdM) combines the Internet of Things (IoT) technologies with
machine learning (ML) to predict probable failures, which leads to the necessity of …
machine learning (ML) to predict probable failures, which leads to the necessity of …
Boosting of fruit choices using machine learning-based pomological recommendation system
Pomology, also known as fruticulture, is a significant contributor to the economies of many
nations worldwide. While vertical farming methods are not well-suited for fruit cultivation …
nations worldwide. While vertical farming methods are not well-suited for fruit cultivation …
Diversity of plum stones based on image texture parameters and machine learning algorithms
E Ropelewska - Agronomy, 2022 - mdpi.com
The objective of this study was to evaluate the usefulness of machine learning based on
image texture parameters to discriminate plum stone cultivars. The plums of cultivars …
image texture parameters to discriminate plum stone cultivars. The plums of cultivars …
Apricot stone classification using image analysis and machine learning
Apricot stones have high commercial value and can be used for manufacturing functional
foods, cosmetic products, active carbon, and biodiesel. The optimal processing of the stones …
foods, cosmetic products, active carbon, and biodiesel. The optimal processing of the stones …
BiMAE-A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification
M Kukushkin, M Bogdan… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Hyperspectral imaging offers manifold opportunities for applications that may not or only
partially be achieved within the visual spectrum. Our paper presents a novel approach for …
partially be achieved within the visual spectrum. Our paper presents a novel approach for …
[HTML][HTML] Non-Destructive Monitoring of Sweet Pepper Samples After Selected Periods of Lacto-Fermentation
E Ropelewska, J Szwejda-Grzybowska, A Wrzodak… - Agriculture, 2024 - mdpi.com
Fermented food is characterized by positive health-promoting properties. The objective of
this study was to distinguish and assess the changes in the flesh structure of sweet bell …
this study was to distinguish and assess the changes in the flesh structure of sweet bell …
Semi-supervised K-Star (SSS): A machine learning method with a novel holo-training approach
KU Birant - Entropy, 2023 - mdpi.com
As one of the entropy-based methods, the k-Star algorithm benefits from information theory
in computing the distances between data instances during the classification task. k-Star is a …
in computing the distances between data instances during the classification task. k-Star is a …
Rapid detection of changes in image textures of carrots caused by freeze-drying using image processing techniques and machine learning algorithms
The objective of this study was to evaluate the differences in texture parameters between
freeze-dried and fresh carrot slices using image processing and artificial intelligence …
freeze-dried and fresh carrot slices using image processing and artificial intelligence …
BiCAE–A Bimodal Convolutional Autoencoder for Seed Purity Testing
M Kukushkin, M Bogdan, T Schmid - Joint European Conference on …, 2024 - Springer
In the seed-producing industry, accurate assessment of harvested seeds for technical purity
is a necessary, yet time-consuming and labor-intensive task. Automating this task holds …
is a necessary, yet time-consuming and labor-intensive task. Automating this task holds …
Recognition performance of different artificial neural networks for distinguishing banana slices subjected to different combinations of pretreatment and microwave …
This study was aimed at assessing the effect of microwave drying at 100, 200, or 300 W on
the quality of Cavendish banana slices without pretreatment and with pretreatment using 5 …
the quality of Cavendish banana slices without pretreatment and with pretreatment using 5 …