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Compensating the lack of big data in construction industry with expert knowledge: a case study
(1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) Kragujevac, Serbia, May 19-20, 2022, 2022)
Due to various reasons, there is a lack of big data in the construction industry, one of the main obstacles to a broader implementation of AI. Another obstacle is adhering to analytical methods in fields more suitable for ...
Sustainability assessment of recycled aggregate concrete structures: A critical view on the current state-of-knowledge and practice
(Wiley, 2023)
The environmental impacts of activities such as raw material extraction, construction
of infrastructure, and demolition, place construction as one of the
sectors that exert the highest pressures on the environment, ...
Failure Conditions Assessment of Complex Water Systems Using Fuzzy Logic
(Springer Link, 2023)
Climate change, energy transition, population growth and other natural and anthropogenic impacts, combined with outdated (unfashionable) infrastructure, can force Dam and Reservoir Systems (DRS) operation outside of the ...
Stability criteria for stainless steel equal-leg angle columns
(Proceedings in Civil Engineering, THE 8th INTERNATIONAL CONFERENCE "CIVIL ENGINEERING – SCIENCE AND PRACTICE" GNP 2022 – Kolašin, Montenegro, 8-12 March 2022, 2022)
Nowadays, the explicit codified criteria for design of centrically compressed stainless steel columns with equal-leg angle sections are absent in Europe. A comprehensive scientific investigation has therefore been undertaken ...
Rapid earthquake loss assessment based on machine learning and representative sampling
(Earthquake Spectra, 2021)
This paper proposes a new framework for rapid earthquake loss assessment based on a machine learning damage classification model and a representative sampling algorithm. A Random Forest classification model predicts a ...
Surface drainage and aquaplaning risk in road inflection zones
(University of Zagreb Faculty of Civil Engineering Department of Transportation, 2024)
According to Federal Highway Administration, up to 70% of weather-related accidents occur
on wet pavement or in inclement weather. Consequently, surface drainage is one of the
most challenging road safety problems. ...