Search Results - "Juszczyk, Michał"

Studies on the ANN implementation in the macro BIM cost analyzes by Michał Juszczyk

“…The paper presents an approach which combines the concept of macro-level BIM-based cost analyzes and application of artificial intelligence tools – namely…”
Get full text

Analysis of Labour Efficiency Supported by the Ensembles of Neural Networks on the Example of Steel Reinforcement Works by Juszczyk, Michał

“…This study presents an artificial intelligence technique based on ensemble of artificial neural networks for the purposes of analysis and prediction of labour…”
Get full text

On the Search of Models for Early Cost Estimates of Bridges: An SVM-Based Approach by Juszczyk, Michał

“…The completion of a bridge construction project within budget is one of the project’s key factors of success. This prerequisite is more likely to be achieved…”
Get full text

Construction Work Efficiency Analysis—Application of Probabilistic Approach and Machine Learning for Formworks Assembly by Juszczyk, Michał

“…Analyses of efficiency are vital for planning and monitoring the duration and costs of construction works, as well as the entire construction project. This…”
Get full text

ANN Based Approach for Estimation of Construction Costs of Sports Fields by Juszczyk, Michał, Zima, Krzysztof, Leśniak, Agnieszka

“…Cost estimates are essential for the success of construction projects. Neural networks, as the tools of artificial intelligence, offer a significant potential…”
Get full text

FORECASTING OF SPORTS FIELDS CONSTRUCTION COSTS AIDED BY ENSEMBLES OF NEURAL NETWORKS by Juszczyk, Michał, Zima, Krzysztof, Lelek, Wojciech

“…The paper presents an original approach to construction cost analysis and development of predictive models based on ensembles of artificial neural networks…”
Get full text

Synthesis and Investigation of the Hydration Degree of CA2 Phase Modified with Boron and Fluorine Compounds by Pyzalski, Michał, Durczak, Karol, Sujak, Agnieszka, Juszczyk, Michał, Brylewski, Tomasz, Stasiak, Mateusz

“…This study investigated the effect of fluoride and boron compound additives on the synthesis and hydration process of calcium aluminate (CA2). The analysis…”
Get full text

Modelling Construction Site Cost Index Based on Neural Network Ensembles by Juszczyk, Michał, Leśniak, Agnieszka

“…Construction site overhead costs are key components of cost estimation in construction projects. The estimates are expected to be accurate, but there is a…”
Get full text

Residential buildings conceptual cost estimates with the use of support vector regression by Juszczyk, Michał

“…Cost analyses, and the conceptual cost estimates among them, are of the key importance for the construction projects successes. Implementation of neural…”
Get full text

Photogrammetry-based approach for collecting and processing information about an existing building by Kontrimovicius, Robertas, Juszczyk, Michał, Leśniak, Agnieszka, Ustinovichius, Leonas, Miedziałowski, Czesław

“…Due to the organization of construction works, one of the most difficult situations is when a building is planned in a heritage or a densely built-up location…”
Get full text

Early Fast Cost Estimates of Sewerage Projects Construction Costs Based on Ensembles of Neural Networks by Juszczyk, Michał, Hanák, Tomáš, Výskala, Miloslav, Pacyno, Hanna, Siejda, Michał

“…This paper presents research results on the development of an original cost prediction model for construction costs in sewerage projects. The focus is placed…”
Get full text

Technical analysis of the renovation works of the wooden palace floors by Kafel, Katarzyna, Juszczyk, Michał, Buda, Piotr

“…The paper presents technical analysis of two aspects of palace wooden floors – the first example describes renovation works in a historical building, while the…”
Get full text

Formula for Determining the Construction Workers Productivity Including Environmental Factors by Malara, Jarosław, Plebankiewicz, Edyta, Juszczyk, Michał

“…The aim of this study is to build a mathematical model of the productivity of construction workers. It does so by selecting 17 factors that influence the…”
Get full text

Synthesis and Investigation of the Hydration Degree of CA[sub.2] Phase Modified with Boron and Fluorine Compounds by Pyzalski, Michał, Durczak, Karol, Sujak, Agnieszka, Juszczyk, Michał, Brylewski, Tomasz, Stasiak, Mateusz

“…This study investigated the effect of fluoride and boron compound additives on the synthesis and hydration process of calcium aluminate (CA[sub.2]). The…”
Get full text

Synthesis and Investigation of the Hydration Degree of CA 2 Phase Modified with Boron and Fluorine Compounds by Pyzalski, Michał, Durczak, Karol, Sujak, Agnieszka, Juszczyk, Michał, Brylewski, Tomasz, Stasiak, Mateusz

“…This study investigated the effect of fluoride and boron compound additives on the synthesis and hydration process of calcium aluminate (CA ). The analysis…”
Get full text

Implementation of MCA Method for Identification of Factors for Conceptual Cost Estimation of Residential Buildings by Juszczyk, Michał, Leśniak, Agnieszka, Zima, Krzysztof

“…Conceptual cost estimation is important for construction projects. Either underestimation or overestimation of building raising cost may lead to failure of a…”
Get full text

Photogrammetry-based approach for collecting and processing information about an existing building by Kontrimovicius, Robertas, Juszczyk, Michał, Leśniak, Agnieszka, Ustinovichius, Leonas, Miedziałowski, Czesław

Get full text

Identyfikacja i ocena czynników wpływających na wydajność pracy robotników budowlanych by Edyta Plebankiewicz, Michał Juszczyk, Jarosław Malara

Get full text