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Application of unstructured text based features in prediction of real estate prices: A comparative study
(2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI) Kragujevac, Serbia, May 19-20, 2023, 2023)
This study demonstrates the potential of application of unstructured textual data for predicting
real estate prices and compares different protocols for extracting features from textual data.
Performance of the different ...
Multi-Objective Optimization Model for The Selection of Measures for Energy Efficient Retrofitting of Building Envelopes
(Proceedings of International Scientific Conference Energy Efficiency and the Fourth Industrial Revolution, 2021)
Within this paper, a multi-criteria decision-making model for evaluating the energy efficiency of building construction measures for new or existing buildings will be presented. The proposed model observes the optimization ...
Highway Construction Cost Estimation: Identification and Analysis of the Owners’ Perceptions on Cost Drivers
(Department of Civil Engineering and Geodesy, Faculty of Technical Sciences, University of Novi Sad, 2023)
Highway construction cost estimates in the early stages of the project can be characterized as quite challenging and risky. Determination of the cost drivers on which the cost estimates are based requires a certain effort ...
Primena BIM-a u upravljanju projektima - kako boljim projektovanjem smanjiti probleme u izvođenju
(Konferencija - 16. kongres DGKS 2022, 28 - 30. 9, Aranđelovac, 2022)
Uspešno upravljanje projektima podrazumeva maksimalno ostvarenje ciljeva projekta uz minimalne probleme u realizaciji. Preduslov za prvo je kreativni a za drugo tehnički kvalitet projektovanja. U radu je predstavljen model ...
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 ...