Prva godina projekta (2017.):

Časopisi:
  • Scitovski, R. (2017). A new global optimization method for a symmetric Lipschitz continuous function and the application to searching for a globally optimal partition of a one-dimensional set, Journal of Global Optimization, Vol. 68, No. 4, pp. 713-727., https://doi.org/10.1007/s10898-017-0510-4, IF: 1,766 (2017), Q1 (2017)
  • Sajter, D. (2017). Methods of evaluating the long-term financial effects of energy efficiency projects, BEH – Business and Economic Horizons, Vol. 13, No. 3, pp. 295-311.,
    http://dx.doi.org/10.15208/beh.2017.22
    , IF: 0,106 (2017), Q4 (2017)
Konferencije:
  • Zekić-Sušac, M. (2017). Overview of prediction models for buildings energy efficiency, Book Series: Medunarodni Znanstveni Simpozij Gospodarstvo Istocne Hrvatske-Jucer Danas Sutra, 6th International Symposium “Economy of Eastern Croatia – Vision and Growth”, 25.05.2017 – 27.05.2017., Sveučilište Josipa Jurja Strossmayera u Osijeku, Ekonomski fakultet u Osijeku (Osijek), pp. 697-706., https://www.dropbox.com/s/gpkdqlirbhv9hqx/Zbornik%202017.pdf?dl=0, indexed in WoS
  • Šebalj, D., Mesarić, J., Dujak, D. (2017). Predicting Natural Gas Consumption – A Literature Review, Proceedings of the Central European Conference on Information and Intelligent Systems (CECIIS), 27.09.2017 – 29.09.2017., Sveučilište u Zagrebu, Fakultet organizacije i informatike (Varaždin), pp. 293-300., http://archive.ceciis.foi.hr/app/public/conferences/2017/08/SPDM-2.pdf
  • Has, A., Zekić-Sušac, M. (2017). Modelling energy efficiency of public buildings by Neural networks and its economic implications, Proceedings of the SOR ’17, The 14th International Symposium on Operations Research in Slovenia, 27.09.2017 – 29.09.2017., Slovenian Society INFORMATIKA – Section for Operational Research (Bled, Slovenija), pp. 461-466., http://fgg-web.fgg.uni-lj.si/~/sdrobne/sor/SOR’17%20-%20Proceedings.pdf, indexed in WoS
  • Zekić-Sušac, M. (2017). Machine Learning in energy consumption management,  SOR ’17, The 14th International Symposium on Operations Research in Slovenia, 27.09.2017 – 29.09.2017., Slovenian Society INFORMATIKA – Section for Operational Research (Bled, Slovenija), pp. 7-17., http://fgg-web.fgg.uni-lj.si/~/sdrobne/sor/SOR’17%20-%20Proceedings.pdf, indexed in WoS
  • Zekić-Sušac, M. (2017). Modeliranje potrošnje prirodnog plina javnih zgrada inteligentnom podatkovnom analitikom, Zbornik radova 15. Skupa o prirodnom plinu, toplini i vodi, 27.09.2017 – 29.09.2017., Strojarski fakultet u Slavonskom Brodu (Osijek), str. 76-85., http://konferencija-plin.sfsb.hr/wp-content/uploads/zbornici/PLIN2017-Zbornik-radova.pdf
  • Mesarić, J., Dujak, D., Tonković, Z. (2017). Prikaz istraživanja razvoja simulacijskog modela lanca opskrbe prirodnim plinom, Zbornik radova 15. Skupa o prirodnom plinu, toplini i vodi, 27.09.2017 – 29.09.2017., Strojarski fakultet u Slavonskom Brodu (Osijek), str. 97-109., http://konferencija-plin.sfsb.hr/wp-content/uploads/zbornici/PLIN2017-Zbornik-radova.pdf
  • Dujak, D. (2017). Mapping of Natural Gas Supply Chains: Literature Review, Proceedings of the 17th International Scientific Conference “Business Logistics in Modern Management“, 12.10.2017 – 13.10.2017, Sveučilište Josipa Jurja Strossmayera u Osijeku, Ekonomski fakultet u Osijeku (Osijek), pp. 293-309., http://blmm-conference.com/wp-content/uploads/BLMM-book_2017_final_version.pdf, indexed in WoS
  • Mitrović, S., Zekić-Sušac, M. (2017). A systematic literature review of machine learning algorithms in modeling buildings energy efficiency, International Conference on Energy, Environment and Economics, 11.12.2017 – 13.12.2017, Edinburgh, United Kingdom,  WEENTECH Proceedings in Energy, Agarwal A., Singh, R. (eds.), World Energy and Environment Technology Ltd., Coventry, United Kingdom ,Vol. 5, pp. 191-196., https://www.weentech.co.uk/weentech-proceedings-in-energy-vol-5/
  • Krstić, H., Teni, M. (2017). Analysis of Energy Performance and Buildings Characteristics Obtained from Croatian Energy Management Information System, 3rd International Conference on Architecture, Materials and Construction – ICAMC 2017, 11.12.2017 – 13.12.2017, Amsterdam, Netherlands, http://www.icamc.org/
  • Krstić, H., Teni, M. (2017), A review of methods for buildings energy performance modelling, World Multidisciplinary Civil Engineering‐Architecture‐Urban Planning Symposium WMCAUS 2017 (Prag), 12.06.2017 – 16.06.2017, Prague, Chech Republic, Book Series: IOP Conference Series-Materials Science and Engineering, Vol. 245, pp. 1-10., doi:10.1088/1757-899X/245/4/042049, indexed in WoS

Druga godina projekta (2018.):

Časopisi:
  • Scitovski, R., Zekić-Sušac, M. (2018), Has, A., Searching for an optimal partition of incomplete data with application in modeling energy efficiency of public buildings, Croatian Operational Research Review (CRORR), Vol.9, No.2, pp. 255-268. – indexed in WoSCC and Scopus (CiteScore=0.35), https://doi.org/10.17535/crorr.2018.0020
  • Scitovski, R., Sabo, K., Application of the DIRECT algorithm to searching for an optimal k-partition   of the set $\A\subset\R^n$ and its application to the multiple circle detection problem, Journal of Global Optimization, IF: 1.407 (2017), Q2(2017)
  • Zekić-Sušac, M. Scitovski, R., Has, A. (2018), Cluster analysis and artificial neural networks in predicting energy efficiency of public buildings as a cost-saving approach, Croatian Review of Economic, Business and Social Statistics (CREBSS), Vol.4, No.2, pp. 57-66. https://doi.org/10.2478/crebss-2018-0013
  • Krstić, H., Teni, M., Analysis of Energy Performance and Buildings Characteristics Obtained from Croatian Energy Management Information System, International Journal of Structural and Civil Engineering Research, Vol.7, No.3, pp.252-258., doi: 10.18178/ijscer.7.3.252-258
  • Šebalj, D., Mesarić, J., Dujak, D., Analysis of Methods and Techniques for Prediction of Natural Gas Consumption: A literature Review, Journal of Information and Organizational Sciences
  • Krstić, H., Teni, M. (2018), Algorithm for constructional characteristics data cleansing of large-scale public buildings database, The 2018 International Conference on High Performance and Optimum Design of Structures and Materials,  HPSM/OPTI 2018, Ljubljana, Slovenia, High Performance and Optimum Design of Structures and Materials III,  WIT Transactions on The Built Environment, Vol. 175, 2018, WITPRESS, pp. 213-224, https://www.witpress.com/elibrary/wit-transactions-on-the-built-environment/175/36922, indexed in WoS
Konferencije:
  • Sajter, D., Measuring financial effects of building restoration in Croatia, 28th International Scientific Conference on Economic and Social Development – Paris (ESD conference), 19-20 April 2018, Paris, Book Series: International Scientific Conference on Economic and Social Development, Omazic, M.A., Roska, V., Grobelna A. (eds), pp. 367-374, indexed in WoS, https://www.esd-conference.com/conference/29
  • Mesarić, J., Dujak, D., Šebalj, D., Mapping of Natural Gas Supply Chain in Croatia Aimed at Creating a Simulation Model for System Imbalance Removal, Proceedings of the 14th International Conference on Industrial Logistics, Sinuany-Stern, Z., Cohen, Y. (eds), 15-17 May, 2018, Baar Sheva, Israel, pp. 130-136., indexed in Scopus, http://in.bgu.ac.il/en/engn/iem/ICIL2018/Pages/ICIL%20conference%20proceedings%20book%202018.pdf
  • Tonković, Z., Mitrović, S., Zekić-Sušac, M., Business intelligence system for managing natural gas consumption of public buildings, 36th International Scientific Conference on Economic and Social Development – “Building Resilient Society” – EBS 2018, Book Series: International Scientific Conference on Economic and Social Development“Building Resilient Society”, Veselica, R., Dukić.G., Hammes, H. (eds.), Zagreb, Croatia, pp. 769-778, indexed in WoS, https://www.esd-conference.com/conference/37
  • Šebalj, D., Mesarić, J., Dujak, D., Analysis of Natural Gas trading system in Croatia: A preliminary research, Proceedings of the 32nd IBIMA International Conference, 15-16-11-2018, Seville, Spain, Vision 2020: Sustainable Economic Development and Application of Innovation Management (monograph), Soliman, K.S. (editor), International Business Information Management Association (IBIMA), pp. 1524-1535, indexed in Scopus, https://ibima.org/conference/32nd-ibima-conference/
  • Zekić-Sušac, M., Has, A., Mitrović, S., Recursive Partioning in Predicting Energy Consumption of Public BuildingsProceedings of the 29th Central European Conference on Information and Intelligent Systems (CECIIS), Strahonja, V., Kirinić, V. (eds.), pp. 179-186, http://archive.ceciis.foi.hr/app/public/conferences/2018/Proceedings/IIS/IIS-3.pdf
  • Scitovski, R., Zekić-Sušac, M., Has, A., Searching for an optimal partition of incomplete data with application in modeling energy efficiency of public buildings, 17th International Conference on Operational Research, KOI 2018, 09.2018.-28.09.2018, Zadar, Croatia, KOI 2018 Book of abstracts, Arnerić, J., Čeh Časni, A. (eds), pp. 146, http://hdoi.hr/wp-content/uploads/2018/10/KOI-2018-BoA.pdf
  • Scitovski, R., Nikić, P., Sabo, K., Majstorović, S., A fast algorithm for solving the multiple ellipse detection problem, 17th International Conference on Operational Research, KOI 2018,09.2018.-28.09.2018, Zadar, Croatia, KOI 2018 Book of abstracts, Arnerić, J., Čeh Časni, A. (eds), pp. 142-143, http://hdoi.hr/wp-content/uploads/2018/10/KOI-2018-BoA.pdf
  • Zekić-Sušac, M. Scitovski, R., Has, A., Cluster analysis and artificial neural networks in predicting energy efficiency of public buildings as a cost-saving approach, The 2nd International Statistical Conference in Croatia,05.- 11.05.2018., ISCRO’18 Book of abstract, Dumičić, K., Erjavec, N., Pejić Bach, M., Žmuk, B. (eds), pp. 64, http://www.hsd-stat.hr/wp-content/uploads/2018/05/Book-abstr.-ISCCRO-Int.-Stat.-Conf.-Croat.-ISCCRO18.pdf
  • Scitovski, R., Sabo, K., A fast and efficient method for solving the multiple generalized circle detection problem, International Conference on Applied Mathematics & Computational Science – ICAMCS2018, Mastorakis, N. (ed.), Budapest, 6-8 October, 2018; 5, http://www.icamcs.net/
  • Dujak, D., Bullwhip Effects in Natural Gas Supply Chain, 2nd International Conference “Smart Ideas and a New Concept of Economic Regeneration in Europe”, Dubrovnik, 25.-27.10.2018., http://www.sincere.hr/submission/index.php/sincere/sincere

Treća godina projekta (2019.):

Časopisi:
  • Teni, M., Čulo, K., Krstić, H., Renovation of Public Buildings towards nZEB: A case study of a Nursing Home, Buildings, 9 (2019), 7; 153, 14, https://doi.org/10.3390/buildings9070153, Indexed in: Web of Science Core Collection (WoSCC), Emerging Sources Citation Index (ESCI), Scopus  
  • Zekić-Sušac, M., Knežević, M., Scitovski, R., Modeling the cost of energy in public sector buildings by linear regression and deep learning, Central European Journal of Operations Research (2019)https://doi.org/10.1007/s10100-019-00643-y, Indexed in: Web of Science Core Collection (WoSCC), Social Sciences Citation Index (SSCI)
  • Dujak, D., Šebalj, D., Koliński, A., Towards Exploring Bullwhip Effects in Natural Gas Supply Chain, LogForum, Scientific Journal of Logistics (2019), 15 (4), pp. 557-569, 10.17270/J.LOG.2019.369, Indexed in: Web of Science, Scopus
  • Zekić-Sušac, M., Mitrović, S., Has, A., Machine learning based system for managing energy efficiency of public sector as an approach towards smart cities, International Journal of Information Management,  In Press (2020), https://doi.org/10.1016/j.ijinfomgt.2020.102074, Indexed in: Web of Science, Scopus
  • Scitovski, R., Sabo, K., DBSCAN-like clustering method for various data densities, Pattern Analysis and Applications, 2019, DOI: 10.1007/s10044-019-00809-z, Indexed in: WoS, Scopus
  • Scitovski, R., Radojičić, U., Sabo, K., A fast and efficient method for solving the multiple line detection problem, Rad HAZU, Matematičke znanosti 23(123-140), 2019, https://doi.org/10.21857/yvjrdcqq8y
  • Scitovski, R., Sabo, K., Application of the DIRECT algorithm to searching for an optimal k-partition of the set A\subset R^n and its application to the multiple circle detection problem, Journal of Global Optimization (2019), DOI: 10.1007/s10898-019-00743-8, Indexed in: WoS, Scopus
  • Scitovski, R., Sabo, K., The adaptation of the $k$-means algorithm to solving the multiple ellipses detection problem by using an initial approximation obtained by the DIRECT global optimization algorithm, Applications of Mathematics, 2019, Indexed in: WoS, Scopus
  • Sabo, K., Scitovski, R., A combination of k-means and DBSCAN algorithm for solving
    the multiple generalized circle detection problem, Advances in data analysis and classification, 2020, DOI: 10.1007/s11634-020-00385-9, Indexed in: WoS, Scopus
Konferencije:
  • Zekić-Sušac, M., Knežević, M., Scitovski, R., Deep Learning in Modeling Energy Cost of Buildings in the Public Sector, Advances in Intelligent Systems and Computing, SOCO 2019, F. Martinez Álvarez, A.Tronosco Lora, J. A. Sáez Muñoz, H. Quintián,  E. Corchado (Eds.), Volume 950,  pp. 101-110, Springer Nature, Cham, Switzerland, ISSN 2194-5357, ISSN 2194-5365 (electronic), ISBN 978-3-030-20054-1 ISBN 978-3-030-20055-8 (eBook), https://doi.org/10.1007/978-3-030-20055-8., Indexed in: WoS, Scopus, ISI Proceedings, EI-Compendex, DBLP, Google Scholar and Springerlink
  • Knežević, M., Has, A., Comparison of Energy Costs Due to Energy Renewal of Public Sector Buildings in Republic of Croatia, Proceedings of 8th International Scientific Symposium on Economy of Eastern Croatia – Vision and Growth, M. L. Šimić, B. Crnković (Eds.), pp. 609-617, 2019., Indexed in: Web of Science
  • Sajter, D., Financial Indicators Within Energy Efficiency Evaluation, Proceedings of IAC in Vienna 2019, H. Kratochvilova, R. Kratochvil (Eds.), pp. 93-100, 2019., Indexed in:  National Library of the Czech Republic, Google books, EBSCO (will be assessed)
  • Krstić, H., Nearly Zero Energy Building Standard for Existing Buildings: Case Study of Residential Units, Book of Abstracts, 14th Conference on Sustainable Development of Energy, Water and Enviroment Systems, Marko Ban (Ed.), pp. 1-12, 2019.
  • Šebalj, D., Konceptualni model kao osnova za simulacijski model lanca opskrbe prirodnim plinom u funkciji optimizacije troškova, Proceedings of the International Conference on Economics of Decoupling (ICED), Zagreb, 2020
  • Dujak, D., Mesarić, J., Šebalj, D., Value Stream Mapping for Natural Gas Supply Chain: Literature Review, Proceedings of the 21st International Conference on Management, Business, Economics and Finance, 2019, New York
  • Sabo K., Scitovski R., Multiple ellipse detection by using RANSACand DBSCANmethod, ICPRAM 2020 – 9th International Conference on Pattern Recognition Applications and Methods, Valletta, Malta, 22-24-February, 2020
Knjiga ili poglavlje u knjizi:
  • Scitovski, R., Sabo, Kristian, Klaster analiza i prepoznavanje geometrijskih objekata, Odjel za matematiku, Sveučilište u Osijeku, 2019
  • Zekić-Sušac, M., Has, A., Knežević, M., The Use of Discrete-Event Simulation for Business Education: Learning by Observing, Simulating and Improving, Teaching, Learning, and Leading With Computer Simulations, Qian, Yufeng (ed.)., Hershey PA, USA: IGI Global, 2020. str. 159-180 doi:10.4018/978-1-7998-0004-0.ch006