Redirigiendo al acceso original de articulo en 20 segundos...
Inicio  /  Applied Sciences  /  Vol: 14 Par: 5 (2024)  /  Artículo
ARTÍCULO
TITULO

Fostering Sustainable Aquaculture: Mitigating Fish Mortality Risks Using Decision Trees Classifiers

Dimitris C. Gkikas    
Marios C. Gkikas and John A. Theodorou    

Resumen

The specific application of this work involves the development of an intelligent system for diagnosing and treating fish diseases in Greek fish farming. The project aims to enhance the competitiveness of Greek fish farming by addressing the increasing mortality rates attributed to unsustainable farming methods and environmental factors. The application of data mining classifiers, particularly decision trees (DTs), in predicting and categorizing fish mortality instances contributes to the development of an intelligent system for disease diagnosis and treatment. The proactive approach, supported by rigorous evaluation processes and a feature importance analysis, holds implications for sustainable aquaculture management and aligns with global sustainability initiatives.

 Artículos similares

       
 
Sofia Eckersten, Berit Balfors     Pág. 409 - 435
Drawing on examples from the Nordic countries, this article aims to explore the practical application of strategic policy and planning instruments and approaches that facilitate the integration of land use and transport planning and promote sustainable p... ver más

 
S. Hooman Mousavi, M. R. Kavianpour, Jorge Luis García Alcaraz and Omid A. Yamini    
Water pollution is a significant environmental challenge with implications for both the natural world and human well-being. To better understand and manage the complex interactions within water pollution systems, such as waste dumping in the sea, system ... ver más
Revista: Applied Sciences

 
Alen Jugovic, Miljen Sirotic and Tanja Poletan Jugovic    
Green port governance is an emerging and recent port restructuring process influencing port authorities regarding adopting recurring sustainable governance practices within their business models. However, contemporary academic bias towards a particular a... ver más

 
Richard Orozco and Philipp Grundmann    
New business opportunities based on grassland and green fodder present a promising avenue to realize the transition towards a circular and sustainable bio-based economy. Yet, such potential remains largely untapped and grass-based products and businesses... ver más

 
Francisco Alonso, Mireia Faus, Boris Cendales and Sergio A. Useche    
One of the challenges currently faced by emerging countries is to get their citizens to decide to use sustainable transport for their regular trips, in order to reduce the current vehicular pollution rates. The objective of this descriptive research is t... ver más
Revista: Infrastructures