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Gurdal Ertek

Associate Professor

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20022025

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  • 2025

    Application of Data Analytics for the Benchmarking of Content Genres at Video-on-Demand (VoD) Streaming Platforms

    Almheiri, M., Almemari, M., Ertek, G. & Chiravuri, A., 2025, Intelligent Sustainable Systems - Selected Papers of WorldS4 2024. Nagar, A., Jat, D. S., Mishra, D. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 253-263 11 p. (Lecture Notes in Networks and Systems; vol. 1178).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Novel Insights into Food Ingredients and Additives with Food Analytics: A Case Study Analysis of European Packaged Foods with Pulse Ingredients

    Alketbi, F., Alnuaimi, N., Alnuaimi, M., Alyammahi, H., Perilla, N. R. & Ertek, G., 2025, Intelligent Sustainable Systems - Selected Papers of WorldS4 2024. Nagar, A., Jat, D. S., Mishra, D. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 243-252 10 p. (Lecture Notes in Networks and Systems; vol. 1178).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2024

    Predicting Electric Vehicle Adoption in the EU: Analyzing Classification Performance and Influencing Attributes Across Countries, Gender, and Education Level

    Kumbasar, M., Tokdemir, G., Labben, T. G. & Ertek, G., 2024, UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering. Adali, E. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 479-482 4 p. (UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2023

    A Data Analytics Methodology for Benchmarking of Sentiment Scoring Algorithms in the Analysis of Customer Reviews

    Abou-Kassem, T., Alazeezi, F. H. O. & Ertek, G., 2023, Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. Yang, X.-S., Sherratt, R. S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 569-581 13 p. (Lecture Notes in Networks and Systems; vol. 693 LNNS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)

  • Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs

    İrdesel, İ., Ertek, G., Demirelli, A., Kailas, L., Lekesiz, A. & Shuvo, R. U., 2023, Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. Yang, X.-S., Sherratt, R. S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 593-605 13 p. (Lecture Notes in Networks and Systems; vol. 693 LNNS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2022

    A Predictive Data Analytics Methodology for Online Food Delivery

    Al Akasheh, M., Eleyan, N. & Ertek, G., 2022, 2022 9th International Conference on Social Networks Analysis, Management and Security, SNAMS 2022. Ceravolo, P., Guetl, C., Jararweh, Y. & Benkhelifa, E. (eds.). Institute of Electrical and Electronics Engineers Inc., (2022 9th International Conference on Social Networks Analysis, Management and Security, SNAMS 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Citations (Scopus)
  • 2019

    Graph-based visualization of stochastic dominance in statistical comparisons

    Ertek, G., Tokdemir, G. & Hammoudi, M. M., Nov 2019, 16th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2019. IEEE Computer Society, 9035354. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)
  • 2017

    A data mining framework for the analysis of patient arrivals into healthcare centers

    Abdallah, S., Malik, M. & Ertek, G., Dec 27 2017, Proceedings of the International Conference on Information Technology, ICIT 2017. Association for Computing Machinery, p. 52-61 10 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    6 Citations (Scopus)

  • Data mining of project management data: An analysis of applied research studies

    Ertek, G., Tunc, M. M., Zhang, A. N., Asian, S. & Tanrikulu, O., Dec 27 2017, Proceedings of the International Conference on Information Technology, ICIT 2017. Association for Computing Machinery, p. 35-41 7 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Text mining analysis of wind turbine accidents: An ontology-based framework

    Ertek, G., Chi, X., Zhang, A. N. & Asian, S., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Nie, J.-Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., Baeza-Yates, R., Baeza-Yates, R., Hu, X., Kepner, J., Cuzzocrea, A., Tang, J. & Toyoda, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3233-3241 9 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    10 Citations (Scopus)
  • 2015

    Graph-based analysis of resource dependencies in project networks

    Ertek, G., Choi, B. G., Chi, X., Yang, D. & Yong, O. B., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M.H.-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2143-2149 7 p. 7363999. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Profit estimation error analysis in recommender systems based on association rules

    Ertek, G., Chi, X., Yee, G., Yong, O. B. & Choi, B. G., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M.H.-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2138-2142 5 p. 7363998. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Citations (Scopus)
  • 2014

    Risk factors and identifiers for Alzheimer's disease: A data mining analysis

    Ertek, G., Tokdil, B. & GünaydIn, I., 2014, Advances in Data Mining: Applications and Theoretical Aspects - 14th Industrial Conference, ICDM 2014, Proceedings. Springer Verlag, p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8557 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Citations (Scopus)
  • 2012

    Encapsulating and representing the knowledge on the evolution of an engineering system

    Ertek, G., Erdogan, A., Patoglu, V., Tunc, M. M., Citak, C. & Vanli, T., 2012, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012. PARTS A AND B ed. p. 927-935 9 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 2, no. PARTS A AND B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Insights into the efficiencies of on-shore wind turbines: A data-centric analysis

    Ertek, G., Tunç, M. M., Kurtaraner, E. & Kebude, D., 2012, INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications. 6247016. (INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Citations (Scopus)
  • 2011

    Actionable insights through association mining of exchange rates: A case study

    Arabaci, M., Aktuǧ, A. & Ertek, G., 2011, INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications. p. 101-106 6 p. 5946082. (INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A framework for automated association mining over multiple databases

    Çinicioǧlu, E. N., Ertek, G., Demirer, D. & Yörük, H. E., 2011, INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications. p. 79-85 7 p. 5946050. (INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Citations (Scopus)
  • 2010

    A new network flow model for determining the assortment of roll types in packaging industry

    Tombuş, Ö., Ertek, G., Atay, C., Kökten, G. & Tombuş, A. C., 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics, SMC 2010. p. 1231-1235 5 p. 5642413. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Design requirements for a tendon rehabilitation robot: Results from a survey of engineers and health professionals

    Patoglu, V., Ertek, G., Oz, O., Zoroglu, D. & Kremer, G., 2010, ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2010. p. 85-94 10 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 6).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Citations (Scopus)

  • Innovation in product form and function: Customer perception of their value

    Kim, T., Okudan, G. E. & Ertek, G., 2010, Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2009, DETC2009. PART B ed. p. 1257-1265 9 p. (Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2009, DETC2009; vol. 8, no. PART B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)

  • Re-mining positive and negative association mining results

    Demiriz, A., Ertek, G., Atan, T. & Kula, U., 2010, Advances in Data Mining: Applications and Theoretical Aspects - 10th Industrial Conference, ICDM 2010, Proceedings. p. 101-114 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6171 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Citations (Scopus)
  • 2006

    A framework for visualizing association mining results

    Ertek, G. & Demiriz, A., 2006, Computer and Information Sciences - ISCIS 2006: 21th International Symposium, Proceedings. Springer Verlag, p. 593-602 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4263 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    29 Citations (Scopus)

  • Decision support for packing in warehouses

    Ertek, G. & Kilic, K., 2006, Computer and Information Sciences - ISCIS 2006: 21th International Symposium, Proceedings. Springer Verlag, p. 115-124 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4263 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Citations (Scopus)
  • 2005

    Application of local search methods for solving a quadratic assignment problem: A case study

    Ertek, G., Aksu, B., Ilker Birbil, S., Ikikat, M. C. & Yildirmaz, C., 2005, Proceedings of the 35th International Conference on Computers and Industrial Engineering, ICC and IE 2005. p. 679-684 6 p. (Proceedings of the 35th International Conference on Computers and Industrial Engineering, ICC and IE 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution