[HTML][HTML] Accuracy assessment of RFerns, NB, SVM, and kNN machine learning classifiers in aquaculture

M Çakir, M Yilmaz, MA Oral, HÖ Kazanci… - Journal of King Saud …, 2023 - Elsevier
Background Fish diseases are the primary cause of decreased productivity and financial
losses in fish farms. Detecting and monitoring fish disease using human eye is a time …

[HTML][HTML] Evaluation of disease outbreak in terms of physico-chemical characteristics and heavy metal load of water in a fish farm with machine learning techniques

M Yilmaz, M Çakir, MA Oral, HÖ Kazanci… - Saudi Journal of Biological …, 2023 - Elsevier
Diseases are quite common in fish farms because of changes in physico-chemical
characteristics in the aquatic environment, and operational concerns, ie, overstocking and …

[HTML][HTML] Computer-Simulated Virtual Image Datasets to Train Machine Learning Models for Non-Invasive Fish Detection in Recirculating Aquaculture

SR Steele, R Ranjan, K Sharrer, S Tsukuda, C Good - Sensors, 2024 - mdpi.com
Artificial Intelligence (AI) and Machine Learning (ML) can assist producers to better manage
recirculating aquaculture systems (RASs). ML is a data-intensive process, and model …

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture

A Karras, C Karras, S Sioutas, C Makris, G Katselis… - Information, 2023 - mdpi.com
This study explores the design and capabilities of a Geographic Information System (GIS)
incorporated with an expert knowledge system, tailored for tracking and monitoring the …

Antibiotic susceptibility and resistance genes profiles of Vagococcus salmoninarum in a rainbow trout (Oncorhyncus mykiss, Walbaum) farm

M Yilmaz, T Arslan, MA Oral, A Kubilay - PeerJ, 2024 - peerj.com
Disease outbreaks negatively affect fish production. Antimicrobial agents used in the
treatment of diseases become ineffective over time because of antibiotic resistance …

Dr. Fish: A Deep Learning-Based Mobile Application for Ornamental Fish Industry in Sri Lanka

AM Zarook, GYM Nisanthika… - … on Advancements in …, 2023 - ieeexplore.ieee.org
The ornamental fish industry in Sri Lanka plays a vital role in the country's economy,
providing substantial foreign exchange earnings and supporting livelihoods, particularly in …

[引用][C] Παρουσίαση μιας μικρής παραδοσιακής μονάδας εκτροφής ιριδίζουσας πέστροφας της Ηπείρου

Κ Κοσσυβάκης, Μ Δημόπουλος, Κ Παπαχρήστος - 2024