הסקה סטטיסטית
היבטים סטטיסטיים בלמידת מכונה

Articles in Refereed Journals

Perel, E., Perel, N., & Yechiali, U. (2024). The non-preemptive ’Join the Shortest Queue - Serve the Longest Queue’ service system with or without switch-over times. Mathematical Methods of Operations Research. https://doi.org/10.1007/s00186-023-00848-7

Koren, O., Shamalov, A., & Perel, N. (2023). Small files problem resolution via hierarchical clustering algorithm. Big Data https://doi.org/10.1089/big.2022.0181

Ziv, R., Koren, O., & Perel, N. (2023). Big data block impact within big data environment. International Journal of Information Technology and Management, 22(1), 140-159. 1504/IJITM.2023.10055156

Perel, E., Perel, N., & Yechiali, U. (2022). A 3-Queue polling system with Join the Shortest--Serve the Longest policy. Indagationes Mathematicae, 34(5), 1101-1120. https://doi.org/10.1016/j.indag.2022.11.001

Perel, E., Perel, N., & Yechiali, U. (2020). A polling system with ‘Join the shortest-serve the longest’ policy. Computers & Operations Research, 114, 104809. https://doi.org/10.1016/j.cor.2019.104809

Koren, O., Hallin, C. A., Perel, N., & Bendet, D. (2019). Decision-making enhancement in a big data environment: application of the k-means algorithm to mixed data. Journal of Artificial Intelligence and Soft Computing Research, 9(4), 293-302. https://doi.org/10.2478/jaiscr-2019-0010

Armony, M., Perel, E., Perel, N., & Yechiali, U. (2019). Exact analysis for multiserver queueing systems with cross selling. Annals of Operations Research, 274(1), 75-100. https://doi.org/10.1007/s10479-018-2924-x

David, Y., Harison, E., Koren, O., & Perel, N. (2017). Reshaping organizational security policy upon corporate mobile users. International Journal of Software Engineering and its Applications, 11(11), 1-16.

Harison, E., Koren, O., & Perel, N. (2017). Is granting permissions to applications an informed decision? International Journal of Software Engineering and its Applications, 11(10), 41-52.

Koren, O., & Perel, N. (2017). Linux kernel evolution: analysis of versions 3.0 and 3.2. International Journal of Software Engineering and its Applications, 11(1), 29-40.

Kendal, D., Koren, O., & Perel, N. (2016). Pig Vs. Hive use case analysis. International Journal of Database Theory and Application, 9(12), 267-276. http://dx.doi.org/10.14257/ijdta.2016.9.12.24

Koren, O., & Perel, N. (2016). Contextual test: an alternative way to measure computer ability. AI Matters, 2(3), 6-13. https://doi.org/10.1145/2911172.2911175

Engelberg, G., Koren, O., & Perel, N. (2016). Big data performance evaluation using Apache Pig. International Journal of Software Engineering and its Applications, 10(11), 429-440.

Dorsman, J. P. L., Perel, N., & Vlasiou, M. (2016). Server waiting times in infinite supply polling systems with preparation times. Probability in the Engineering and Informational Sciences, 30(2), 153-184. https://doi.org/10.1017/S0269964815000339

Perel, N., & Yechiali, U. (2015). The Israeli Queue with a general group-joining policy. Annals of Operations Research, 317, 179-212. https://doi.org/10.1007/s10479-015-1942-1

Perel, N., & Yechiali, U. (2014). The Israeli queue with retrials. Queueing Systems, 78(1), 31-56. https://doi.org/10.1007/s11134-013-9389-z

Perel, N., & Yechiali, U. (2014). The Israeli queue with infinite number of groups. Probability in the Engineering and Informational Sciences, 28(1), 1-19. https://doi.org/10.1017/S0269964813000296

Perel, N., & Yechiali, U. (2013). The Israeli queue with priorities. Stochastic Models, 29(3), 353-379. https://doi.org/10.1080/15326349.2013.808911

Perel, N., & Yechiali, U. (2010). Queues with slow servers and impatient customers. European Journal of Operational Research, 201(1), 247-258. https://doi.org/10.1016/j.ejor.2009.02.024

 

Articles in Conference Proceedings

Koren, O., Perel, N., & Koren, M. (2020). The impact of merged data in big data platform: a case study. In: Anisic Z., Lalic B., Gracanin D. (eds) Proceedings on 25th International Joint Conference on Industrial Engineering and Operations Management – IJCIEOM: The Next Generation of Production and Service Systems 25 (pp. 194-204). Springer International Publishing. IJCIEOM 2019. https://doi.org/10.1007/978-3-030-43616-2_21.

Hallin, C. A., Jensen, J. J. U., Koren, O., Perel, N., & Tveteraas, S. L. (2019). Testing smart crowds for the economy. In Proceedings of the ACM Collective Intelligence 2019. Association for Computing Machinery. https://ci.acm.org/2019/assets/proceedings/CI_2019_paper_32.pdf

Koren, O., Binyaminov, M., & Perel, N. (2019). The impact of distributed data in big data platforms on organizations. In: Arai K., Bhatia R., Kapoor S. (eds) Proceedings of the Future Technologies Conference (FTC) 2018: Volume 2 (pp. 1024-1036) FTC 2018. Springer International Publishing. https://doi.org/10.1007/978-3-030-02683-7_76

Koren, O., Hallin, C. A., Perel, N. & Bendet, D. 2018, Enhancement of the K-means algorithm for mixed data in big data platforms. In: Arai K., Kapoor S., Bhatia R. (eds) Intelligent Systems and Applications. IntelliSys 2018. Advances in Intelligent Systems and Computing, vol 868. Springer, Cham. https://doi.org/10.1007/978-3-030-01054-6_71

Perel, N., Dorsman, J.P.L., & Vlasiou, M., (2013, January). Cyclic-type polling models with preparation times. In Proceedings of the 2nd International Conference on Operations Research and Enterprise Systems (ICORES 2013), pp. 14–23. Won the Best Paper Award. https://icores.scitevents.org/PreviousAwards.aspx#2013 5220/0004206500140023

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