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Sadi Evren Seker

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Sadi Evren Seker
Şadi Evren Şeker
Seker in 2023[4]
Born1979 (age 44–45)
Istanbul, Turkey
NationalityTurkish
Citizenship
  • Turkey
Alma materYeditepe University[3]
Istanbul Technical University[3]
Yildiz Technical University[3]
Scientific career
Fields
InstitutionsIstanbul University[3]
Websitehttps://www.sadievrenseker.com [5]

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]

Career and research

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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.[3] He also served as a visiting scholar at the Data Mining Lab at the University of Texas at Dallas from 2012 to 2014.[3] 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.[3]

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 [2] 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.[3]

Publications

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  • 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 artificial intelligence for SMEs[29]

References

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  1. ^ "Semantic Scholar profile of Sadi Evren SEKER". Semantic Scholar. 29 September 2023. Archived from the original on 30 September 2023. Retrieved 29 September 2023.
  2. ^ a b c "Google Scholar profile of Sadi Evren SEKER". Google Scholar. 30 Sep 2023. Archived from the original on 30 September 2023. Retrieved 30 Sep 2023.
  3. ^ a b c d e f g h i His ORCID 0000-0002-7323-3695"Archived copy". Archived from the original on 30 September 2023. Retrieved 30 September 2023.{{cite web}}: CS1 maint: archived copy as title (link) CS1 maint: bot: original URL status unknown (link).
  4. ^ "Istanbul University, Faculty of Computer and Information Technologies, Administration Page". Archived from the original on 30 September 2023. Retrieved 30 September 2023.{{cite web}}: CS1 maint: bot: original URL status unknown (link)
  5. ^ "Homepage of Sadi Evren SEKER". Archived from the original on 30 September 2023. Retrieved 30 September 2023.{{cite web}}: CS1 maint: bot: original URL status unknown (link)
  6. ^ a b Seker, Sadi Evren (20 April 2015). "Computerized Argument Delphi Technique". IEEE Access. 3: 368–380. doi:10.1109/ACCESS.2015.2424703.
  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". Archived from the original on 10 December 2016. Retrieved 30 September 2023.{{cite web}}: CS1 maint: bot: original URL status unknown (link)
  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.
  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 (3): 1263–1276. doi:10.1007/s12665-012-2214-x. 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 (4): 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 (6): 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. ^ a b 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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