Sadi Evren Seker

Sadi Evren Seker is a Turkish computer scientist and data scientist. He is the first person to introduce the concept of "Computerized Argument Delphi Technique" in the literature,[6] which is an enhancement to the Delphi method originally developed on Project RAND.[7][8]

Sadi Evren Seker
Şadi Evren Şeker
Seker in 2023[1]
Born1979 (age 43–44)
Istanbul, Turkey
NationalityTurkish
Citizenship
  • Turkey
Alma materYeditepe University[2]
Istanbul Technical University[2]
Yildiz Technical University[2]
Scientific career
Fields
InstitutionsIstanbul University [2]
Websitehttps://www.sadievrenseker.com [5]

Career and research

After obtaining a Ph.D. degree in computer engineering from Yildiz Technical University in 2010, Seker joined the faculty at Istanbul University in 2011 as an assistant professor.[2] He also served as a visiting scholar at the Data Mining Lab at the University of Texas at Dallas from 2012 to 2014.[2] In addition, he held a visiting professorship at Smith College in Massachusetts, within the Department of Computer Science from 2016 to 2017 [9] In recognition of his achievements, he was promoted to the rank of professor in the Department of Computer Engineering in 2020.[2]

He is the inventor of several data science methods and holds patents for:

  • A method and system for clustering performance evaluation and increment [10]
  • Computer-implemented methods for selection of features in predictive data modeling [11]
  • A machine learning based prediction system and method [12]

He currently serves as the Dean of the Computer and Information Technologies Faculty at Istanbul University.[13] His researches involves the implementation of data science algorithms in various industries, including banking,[14] geology,[15][16][17] natural language processing[18] and big data analytics[19] He has published more than 200 scientific journals and books [4] and he is among the top 5k scientist in Turkey.[20] His work has been covered by local news agencies on several occasions.[21][22]

Seker's research focuses on Responsible AI, Automated machine learning and explainable artificial intelligence.[2]

Publications
  • Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream, in TKDE which is based on work supported by the AFOSR under awards FA9450-08-1-0260 and FA9950-10-1-0088 and by NASA under award 2008-00867-01.[19]
  • Computerized Argument Delphi Technique (2015) from IEEE Xplore [6]
  • His full profile of publications and background can be access from Istanbul University Academic Profile[26]
  • His author profile with his publications on IEEE is available on IEEE Xplore [27] and his DBLP profile is available for online access. [28]
  • There are some news about his works on Democratization of Artficial Intelligence for SMEs[29]

References
  1. Istanbul University, Faculty of Computer and Information Technologies, Administration Page at the Wayback Machine (archived 30 September 2023)
  2. His ORCID 0000-0002-7323-3695Archived 30 September 2023 at the Wayback Machine.
  3. "Semantic Scholar profile of Sadi Evren SEKER". Semantic Scholar. 29 September 2023. Archived from the original on 30 September 2023. Retrieved 29 September 2023.
  4. "Google Scholar profile of Sadi Evren SEKER". Google Scholar. 30 Sep 2023. Archived from the original on 30 September 2023. Retrieved 30 Sep 2023.
  5. Homepage of Sadi Evren SEKER at the Wayback Machine (archived 30 September 2023)
  6. Seker, Sadi Evren (20 April 2015). "Computerized Argument Delphi Technique". IEEE Access. 3: 368–380. doi:10.1109/ACCESS.2015.2424703. Retrieved 29 Sep 2023.
  7. Dalkey N, Helmer O (1963). "An Experimental Application of the Delphi Method to the use of experts". Management Science. 9 (3): 458–467. doi:10.1287/mnsc.9.3.458. hdl:2027/inu.30000029301680.
  8. Brown BB (September 1968). Delphi Process: A Methodology Used for the Elicitation of Opinions of Experts (Report). Santa Monica CA: Rand Corp. P-3925.
  9. Faculty Page of Sadi Evren SEKER at the Wayback Machine (archived 10 December 2016)
  10. Patent International (World Wide Application) WO2021029835A1, Sadi Evren Seker, "A method and system for clustering performance evaluation and increment", published 2021-02-18
  11. Patent International (World Wide Application) WO2021101463A1, Sadi Evren Seker, "Computer-implemented methods for selection of features in predictive data modeling", published 2021-05-27
  12. Patent International (World Wide Application) WO2021054905A1, Sadi Evren Seker, "A machine learning based prediction system and method", published 2021-03-25
  13. "Administrative Staff of Computer and Information Technology Faculty, Istanbul University". Istanbul University. 30 September 2023. Archived from the original on 30 September 2023. Retrieved 30 September 2023.
  14. Seker, Sadi Evren; Met, Ilker; Erkoc, Ayfer (30 December 2022). "Performance, Efficiency, and Target Setting for Bank Branches: Time Series With Automated Machine Learning". IEEE Access. 11: 1000–1010. doi:10.1109/ACCESS.2022.3233529. Retrieved 29 September 2023.
  15. Seker, Sadi Evren; Ocak, Ibrahim (8 January 2013). "Calculation of surface settlements caused by EPBM tunneling using artificial neural network, SVM, and Gaussian processes". Environmental Earth Sciences volume. 70: 1263–1276. Retrieved 29 September 2023.
  16. Seker, Sadi Evren; Ocak, Ibrahim (12 Feb 2020). "Performance prediction of roadheaders using ensemble machine learning techniques". Neural Computing and Applications. 31: 1103–1116. doi:10.1007/s00521-017-3141-2. Retrieved 29 Sep 2023.
  17. Ocak, Ibrahim; Seker, Sadi Evren (10 March 2012). "Estimation of Elastic Modulus of Intact Rocks by Artificial Neural Network". Rock Mechanics and Rock Engineering. 45: 1047–1054. doi:10.1007/s00603-012-0236-z. Retrieved 29 Sep 2023.
  18. Seker, Sadi Evren (2015). "Temporal logic extension for self-referring, nonexistence, multiple recurrence, and anterior past events". Turkish Journal of Electrical Engineering and Computer Sciences. 23 (1): 212–230. doi:10.3906/elk-1208-93. Retrieved 29 Sep 2023.
  19. Al-Khateeb, Tahseen; Khan, Latifur; Seker, Sadi Evren; Han, Jiawei (9 December 2015). "Recurring and novel class detection using class-based ensemble for evolving data stream". IEEE Transactions on Knowledge and Data Engineering. 28 (10): 2752–2764. doi:10.1109/TKDE.2015.2507123. Retrieved 29 September 2023.
  20. Index, AD Scientific. "Şadi Evren Şeker|seker, s. e., şadi evren şeker, sadi evren şeker - AD Scientific Index 2024". adscientificindex.com. Retrieved 2023-10-01.
  21. "Kod Nedir? Kod Yazma ve Ücretsiz Kodlama Eğitimleri". Webtekno (in Turkish). 2020-05-18. Retrieved 2023-10-01.
  22. "Tamamen Ücretsiz CSharp Dersleri (C# Dersleri) - 2020". Webtekno (in Turkish). 2020-05-12. Retrieved 2023-10-01.
  23. Seker, Sadi Evren (2013). Is Zekasi ve Veri Madenciligi, Weka Ile. Cinius Yayinlari. p. 206. ISBN 9786051276717.
  24. Seker, Sadi Evren (2013). Algorithms. Nobel Yayınevi. p. 968. ISBN 978-605-320-972-0.
  25. Al-Naami, Khaled Mohammed; Seker, Sadi Evren; Khan, Latifur (18 December 2015). "GISQAF: MapReduce guided spatial query processing and analytics system". Software: Practice and Experience, Wiley. 46 (10): 1329–1349. doi:10.1002/spe.2383. Retrieved 30 Sep 2023.
  26. "Istanbul University, Academic Database Profile of Researchers". Istanbul University. 17 October 2023. Archived from the original on 17 October 2023. Retrieved 17 October 2023.
  27. "IEEE Author Profile of Sadi Evren SEKER". IEEE. 17 October 2023. Archived from the original on 17 October 2023. Retrieved 17 October 2023.
  28. "DBLP Computer Science Bibliography Author Web Page". DBLP. 17 October 2023. Archived from the original on 17 October 2023. Retrieved 17 October 2023.
  29. "OptiWisdom Launches Kolay.AI platform for Business Owners". News Wires, World News. 17 October 2023. Archived from the original on 17 October 2023. Retrieved 17 October 2023.
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