Dr Miloš A. Kovačević
bibliography
Label [M]: evaluation of scientific results → ref. year
Theses
  • Kovačević M. (2007) Automatsko prikupljanje i klasifikacija HTML dokumenata primenom mašinskog učenja. PhD thesis. Elektrotehnički fakultet, Beograd. [M71]
Textbooks
  • Miloš Kovačević (2017) Osnove programiranja u Pajtonu. Akademska misao. [MU]
  • Klem N., Kovačević, M., Praščević N., i Nedeljković Đ. (2010) Osnove programiranja u MATLAB-u zbirka zadataka.. Građevinska knjiga. [MU]
International monographs
  • Marjanović M, Bajat B, Abolmasov B, Kovačević M (2017) Machine Learning and Landslide Assessment in a GIS Environment. In: Thill JC, Dragicevic S (eds.) GeoComputational Analysis and Modeling of Regional Systems, Advances in Geographic Information Science. Springer, pp.191–213. [M13]
  • Marjanović M, Kovačević M, Bajat B, Voženílek V and Marek L (2011) Využití klasikačních algoritmů metod strojového učení pro účely prostorového modelování. In: Voženílek V, Dvorský J, and Húsek D. (eds.) Metody umĕlé intelligence v geoinformatice. Univerzita Palackého, Olomouc, pp.161-168. [M14]
International journals
  • Kovačević, M., Bajat, B. and Gajić, B. (2010) Soil type classification and estimation of soil properties using support vector machines. Geoderma. 154 (3), pp.340-347. [M21a]
  • Bursać, P., Kovačević, M., Bajat, B. (2022) Instance-based transfer learning for soil organic carbon estimation. Frontiers in Environmental Science. 10 () DOI: 10.3389/fenvs.2022.1003918 [M21]
  • Stojadinović Z., Kovačević M., Marinković D., and Stojadinović B. (2021) Rapid earthquake loss assessment based on machine learning and representative sampling. Earthquake Spectra. 0 (0) DOI: 10.1177/87552930211042393 [M21]
  • Milošević I., Kovačević M., Petronijević P. (2021) Estimating Residual Value of Heavy Construction Equipment Using Ensemble Learning. Journal of Construction Engineering and Management. 147 (7) DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002088 [M21]
  • Nedeljković, Đ and Kovačević, M (2017) Building a Construction Project Key-Phrase Network from Unstructured Text Documents. Journal of Computing in Civil Engineering. 31 (6) DOI: 10.1061/%28ASCE%29CP.1943-5487.0000708 [M21]
  • Samardžić-Petrović, M., Dragičević, S., Kovačević, M. and Bajat, B. (2016) Modeling urban land use changes using support vector machines. Transactions in GIS. 20 (5), pp.718-734. DOI: 10.1111/tgis.12174 [M21]
  • Marjanović, M., Kovačević, M., Bajat, B and Woženilek, V. (2011) Landslide susceptibility assessment using SVM machine learning algorithm. Engineering Geology. 123 (3), pp.225-234. [M21]
  • Kovacevic, M., Nie, J-Y. and Davidson, C. (2008) Providing answers to questions from automatically collected web pages for intelligent decision making in the construction sector. Journal of Computing in Civil Engineering. 22 (1), pp.3-13. [M21]
  • Samardžić-Petrović, M., Dragičević, S., Kovačević, M. and Bajat, B (2017) Machine Learning Techniques for Modelling Short Term Land-Use Change. ISPRS International Journal of Geo-information. 6 (12), pp.387. DOI: doi:10.3390/ijgi6120387 [M22]
  • Locatelli, G., Mikic, M., Kovacevic, M., Brookes, N. J., and Ivanisevic, N. (2017) The Successful Delivery of Megaprojects: A Novel Research Method. Project Management Journal. 48 (5), pp.78-94. [M22]
  • Kovacevic, M., Dilligenti, M., Gori, M. and Milutinovic, V. (2002) Recognition of common areas in a Web page using a visualization approach.. In: Scott D. (eds.) Artificial Intelligence: Methodology, Systems, and Applications. AIMSA 2002. Lecture Notes in Computer Science. Springer, Berlin, Heidelberg, pp.203-212. [M22]
  • Marjanovic, M., Kovacevic, M., Bajat, B., Mihalic, S. and Abolmasov, B. (2011) Landslide assessment of the Starca basin (Croatia) using machine learning algorithms. Acta Geotechnica Slovenica. 8 (), pp.45-55. [M23]
  • Kovačević, M. and Davidson, C-H (2008) Crawling the cionstruction web–a machine-learning approach without negative examples. Applied Artificial Intelligence. 22 (5), pp.459-482. [M23]
  • Samardžić-Petrović, M., Dragičević, S., Bajat, B. and Kovačević, M. (2015) Exploring the Decision Tree Method for Modelling Urban Land Use Change. GEOMATICA. 69 (3), pp.313-325. [M24]
  • Lazarević, L., Kovačević, M., and Popović, Z. (2015) Rail traffic volume estimation based on world development indicators. Facta Universitatis, Series: Mechanical Engineering. 13 (2), pp.133-141. [M24]
International conferences
  • Kovačević, M. (2016) Web Graph Analysis of the Air Traffic Safety Community. In: Proceedings of the third international conference on traffic and transport engineering (ICTTE). [M31]
  • Kovacevic M., Stojadinovic Z., Marinkovic D., Stojadinovic B (2018) Sampling and Machine Learning Methods for a Rapid Earthquake Loss Assessment System. In: Proceedings of the 11th National Conference on Earthquake Engineering. [M33]
  • Samardžic-Petrović, M., Bajat, B., Kovačević, M. & Dragićević, S. (2018) Modelling and analysing land use changes with data-driven models: A review of application on the Belgrade study area. In: Proceedings of the 5th International Academic Conference on Places and Technologies. [M33]
  • Marinkovic D., Stojadinovic Z., Kovacevic M., Stojadinovic B. (2018) 2010 Kraljevo Earthquake Recovery Process Metrics Derived from Recorded Reconstruction Data. In: Proceedings of the 16th European Conference on Earthquake Engineering. [M33]
  • Stojadinovic, Z., Kovacevic M., Marinkovic D., and Stojadinovic B. (2017) Data-Driven Housing Damage and Repair Cost Prediction Framework Based on The 2010 Kraljevo Earthquake Data. In: Proceedings of the 16th World Conference on Earthquake (16WCEE). [M33]
  • Nedeljkovic, Dj. and Kovacevic, M. (2015) Detecting Concepts in Construction Project Documents using Statistical Measures for Semantic Similarity. In: Proceedings of the Fifteenth International Conference on Civil, Structural and Environmental Engineering Computing. [M33]
  • Lazarević L., Kovačević M., Popović Z. (2014) Data driven model for prediction of rail traffic. In: Proceedings of XVI Scientific-Expert Conference on Railways RAILCON 14. [M33]
  • Samardžić-Petrović M, Bajat B, Kovačević M and Dragićević S. (2014) Sensitivity analysis of Support Vector Machine land use change modelling method. In: Extended Abstract Proceedings of the GIScience 2014. [M33]
  • Višnjevac, N., Kovačević, M. and Bajat, B (2014) Mapping Average Annual Precipitation in Serbia (1961–1990) by Using Machine Learning Techniques. In: Proceedings of DailyMeteo. org/2014 Conference. [M33]
  • Samardžić-Petrović M., Bajat B. and Kovačević M. 2013 (2013) The application of different kappa statistics ndices in the assessment of similarity between planned and actual land use maps. In: CD Proceedings of Second International Scientific Conference RESPAG 2013. [M33]
  • Bajat B., Samardžić-Petrović M., Kovačević M. (2013) Assessing similarities between planned and observed land use maps: the Belgrades municipalities case study. In: CD Proceedings of Symposium GIS Ostrava 2013. [M33]
  • Kovačević M. and Bajat B. 2011; (2011) Evaluation of the Proposed Topic Specific Search Engine in Geostatistics. In: CD Proceedings of Symposium GIS Ostrava 2011. [M33]
  • Petronijević, P., Kovačević, M. and Bajat, B. (2010) Topic specific search engines in civil engineering. In: CD proceedings of the International Conference on Computing in Civil and Building Engineering. [M33]
  • Kovačević M., Bajat B., Trivić B., and Pavlović R. (2009) Geological Units Classification of Multispectral Images by Using Support Vector Machines. In: Proceedings of International Conference on Intelligent Networking and Collaborative Systems,Workshop on Machine Intelligence for Geographic Information Systems. [M33]
  • Marjanović M., Bajat B. and Kovačević M. (2009) Landslide susceptibility assessment with machine learning algorithms. In: Proceedings of International Conference on Intelligent Networking and Collaborative Systems, Workshop on Machine Intelligence for Geographic Information Systems. [M33]
  • Kovacevic, M., Diligenti, M., Gori, M. and Milutinovic, V. (2004) Visual adjacency multigraphs-a novel approach for a web page classification. In: Proceedings of the Workshop on Statistical Approaches to Web Mining (SAWM). [M33]
  • Kovacevic, M., Diligenti, M., Gori, M. and Milutinovic, V. (2002) Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification. In: Proceedings. 2002 IEEE International Conference on Data Mining, 2002.. [M33]
  • Kovačević, M., Bursać, P., Bajat, B., Kilibarda, M. (2022) Artificial intelligence in agriculture. In: First Serbian International Conference on Applied Artificial Intelligence (SICAAI). [M34]
  • Samardžić-Petrović M., Kovačević M., Dragićević S. and Bajat B. (2014) Evaluation of attribute selection methods for land use change modeling by support vector machine (SVM). In: CD Proceedings of Joint international conference on geospatial theory, Processing, modelling and Applications. 2014. [M34]
  • Đorđević, Z. and Kovačević, M (2002) Internet in construction: procedure for establishing collection of relevant web links. In: C.I.B. W102 Information and knowledge management in building. [M34]
  • Kovačević, M. (2000) A 3-Tier Distributed Architecture Approach to Design of an Education and Testing Application in the Academic Intranet Environment. In: Proceedings of SSGRR 2000. [M34]
National monographs
  • Samardžić-Petrović M., Kovačević M. (2014) Modeliranje promena u korišćenju zemljišta primenom tehnike mašinskog učenja support vector machines. In: Petrić J., Vujošević M., Hadžić M., Bajat B (eds.) Obnova strateškog prostornog mišljenja, istraživanja i upravljanja u Srbiji knjiga 2.. IAUS, pp.206-226. [M45]
National journals
  • Dragović, S., Kovačević, M., Bajat, B. & Onjia, A. (2018) Support vector machines for classification of soils according to geographic origin based on their radionuclide content. Serbian Journal of Geosciences. 4 (1), pp.15-26. [M53]
  • Kovacevic M., Klem N. and Nedeljkovic Đ. (2011) MatTest a System for Automated Assessment of MATLAB code. International Journal on Information Technologies and Security. 3 (3), pp.43-50. [M53]
  • Diligenti М. and Kovačević M. (2010) Visual PageRank: Improving the Random Surfer Model Using Visual Features. The IPSI BgD Transactions on Internet Research. 6 (6), pp.18-26. [M53]
  • Kovacevic, M., Diligenti, M., Gori, M. and Milutinovic, V. (2003) Searching for web information more efficiently using presentational layout analysis. International journal of electronic business. 1 (3), pp.310-326. [M53]
National conferences
  • Kovačević M. i Kovačević A. (2007) Inteligentni robot za sakupljanje web stranica iz poslovnog domena od interesa. In: Zbornik na CD-u E-Trgovina 2007. [M63]
  • Kovačević M. (2000) Euklid aplikacija za pripremu i polaganje ispita u akademskom intranet okruženju. In: Zbornik, VIII telekomunikacioni forum - Telfor. [M63]
  • Antanasković D., Kovačević M. . (2004) Adaptivno testiranje znanja putem Web tehnologija. In: Zbornik apstrakata, YU INFO. [M64]
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