Search Results - "Čistý, Milan"

Using feature engineering and machine learning in FAO reference evapotranspiration estimation by Považanová, Barbora, Čistý, Milan, Bajtek, Zbyněk

“…The authors of this study investigated the use of machine learning (ML) and feature engineering (FE) techniques to accurately determine FAO reference…”
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Machine Learning Enhanced by Feature Engineering for Estimating Snow Water Equivalent by Čistý, Milan, Danko, Michal, Kohnová, Silvia, Považanová, Barbora, Trizna, Andrej

“…This study compares the calculation of snow water equivalent (SWE) using machine learning algorithms with the conventional degree-day method. The study uses…”
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Relationship between Morphological Characteristics and Quality of Aquatic Habitat in Mountain Streams of Slovakia by Štefunková, Zuzana, Macura, Viliam, Škrinár, Andrej, Ivan, Peter, Čistý, Milan, Majorošová, Martina, Tyukosová, Viktória

“…This study evaluated the relationship between abiotic flow characteristics and habitat quality. Habitat quality was assessed using the Instream Flow…”
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Comparison of Three Regression Models for Determining Water Retention Curves by Skalová, Jana, cistý, Milan, Bezák, Juraj

“…Comparison of Three Regression Models for Determining Water Retention Curves A key physical property used in the description of a soil-water regime is a soil…”
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Irrigation network design and reconstruction and its analysis by simulation model by Čistý, Milan, Bajtek, Zbynek, Becová, Anna

“…There are many problems related to pipe network rehabilitation, the main one being how to provide an increase in the hydraulic capacity of a system. Because of…”
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Hybrid method for least-cost design of the water distribution systems by cistý, Milan, Bajtek, Zbynek

“…Hybrid method for least-cost design of the water distribution systems A new optimization model for determining the minimum cost for the design of water…”
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Evaluation of Catchments’ Similarity by Penalization in the Context of Engineering Tasks—A Case Study of Four Slovakian Catchments by Cisty, Milan, Povazanova, Barbora, Aleksic, Milica

“…The present study deals with the similarity of catchments, which is a preliminary investigation before performing various water resource analyses and…”
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Conversion of the Time Series of Measured Soil Moisture Data to a Daily Time Step – a Case Study Utilizing the Random Forests Algorithm by Cisty, Milan, Celar, Lubomir

“…Modeling the water content in soil is important for the development of agricultural information systems. Various data are necessary for such modelling. In this…”
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Conversion Between Soil Texture Classification Systems Using the Random Forest Algorithm by Cisty, Milan, Celar, Lubomir, Minaric, Peter

“…This study focuses on the reclassification of a soil texture system following a hybrid approach in which the conventional particle-size distribution (PSD)…”
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Hybrid Genetic Algorithm and Linear Programming Method for Least-Cost Design of Water Distribution Systems by Cisty, Milan

“…The problems involved in the optimal design of water distribution networks belong to a class of large combinatorial optimization problems. Various heuristic…”
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Suspended sediment modelling with hydrological and climate input data by Cisty, Milan, Soldanova, Veronika, Cyprich, Frantisek, Holubova, Katarina, Simor, Viliam

“…Abstract Measured records of suspended sediment concentrations are vital information to support water management activities. However, these measured time…”
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Analysis of Irrigation Needs Using an Approach Based on a Bivariate Copula Methodology by Cisty, Milan, Becova, Anna, Celar, Lubomir

“…The problem of drought probability has been investigated by several authors, who have usually analysed droughts using various drought indices such as the…”
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Conversion Between Soil Texture Classification Systems Using the Random Forest Algorithm by Cisty, Milan, Celar, Lubomir, Minaric, Peter

“…This study focuses on the reclassification of a soil texture system following a hybrid approach in which the conventional particle-size distribution (PSD)…”
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Conversion Between Soil Texture Classification Systems Using the Random Forest Algorithm by Milan Cisty, Lubomir Celar, Peter Minaric

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Comparison of optimization methods for irrigation systems based on suboptimal solutions by POVAZANOVA, Barbora, CISTY, Milan

“…This paper deals with optimizing sprinkler irrigation systems, especially their most expensive part, i.e., the water distribution pipeline network. The authors…”
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Hybrid model for water distribution design by Cisty, M

“…Various heuristic and deterministic algorithms have been developed in the past two decades for solving optimization problems and applied to the design of water…”
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