Sadi Evren Seker Explained
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,[3] which is an enhancement to the Delphi method originally developed on Project RAND.[4] [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. He also served as a visiting scholar at the Data Mining Lab at the University of Texas at Dallas from 2012 to 2014. In addition, he held a visiting professorship at Smith College in Massachusetts, within the Department of Computer Science from 2016 to 2017 [6] In recognition of his achievements, he was promoted to the rank of professor in the Department of Computer Engineering in 2020.
He is the inventor of several data science methods and holds patents for:
- A method and system for clustering performance evaluation and increment [7]
- Computer-implemented methods for selection of features in predictive data modeling [8]
- A machine learning based prediction system and method [9]
He currently serves as the Dean of the Computer and Information Technologies Faculty at Istanbul University.[10] His researches involves the implementation of data science algorithms in various industries, including banking,[11] geology,[12] [13] [14] natural language processing[15] and big data analytics[16] He has published more than 200 scientific journals and books and he is among the top 5k scientist in Turkey.[17] His work has been covered by local news agencies on several occasions.[18] [19]
Seker's research focuses on Responsible AI, Automated machine learning and explainable artificial intelligence.
Publications
- Seker, wrote the book Business Intelligence and Data Mining with Weka (Turkish:) (Cinius, 2013).[20]
- Seker, is the Turkish editor of the book Algorithms, originally written by Robert Sedgewick and Kevin Wayne [21]
- GISQAF: MapReduce guided spatial query processing and analytics system, funded by the National Science Foundation under Award No. CNS 1229652 and the Air Force Office of Scientific Research under Award No. FA-9550-09-1-0468 [22]
- Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream, in 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.
- Computerized Argument Delphi Technique (2015) from
- His full profile of publications and background can be access from [23]
- His author profile with his publications on IEEE is available on IEEE Xplore[24] and his DBLP profile is available for online access.[25]
- There are some news about his works on democratization of artificial intelligence for SMEs[26]
Notes and References
- His Web site: Archived copy . 30 September 2023 . 30 September 2023 . https://web.archive.org/web/20230930193407/https://www.semanticscholar.org/author/Sadi-Evren-Seker/34707950 . bot: unknown . .
- Web site: Homepage of Sadi Evren SEKER . 30 September 2023 . 30 September 2023 . https://web.archive.org/web/20230930192248/https://sadievrenseker.com/ . bot: unknown .
- Seker. Sadi Evren. 20 April 2015. Computerized Argument Delphi Technique. IEEE Access. 3. 368–380. 10.1109/ACCESS.2015.2424703. free.
- Dalkey N, Helmer O . 1963 . An Experimental Application of the Delphi Method to the use of experts . Management Science . 9 . 3. 458–467 . 10.1287/mnsc.9.3.458. 2027/inu.30000029301680 . free.
- Brown BB . Delphi Process: A Methodology Used for the Elicitation of Opinions of Experts. . Rand Corp . Santa Monica CA . September 1968 . P-3925 .
- Web site: Faculty Page of Sadi Evren SEKER . 30 September 2023 . 10 December 2016 . https://web.archive.org/web/20161210020536/https://www.smith.edu/academics/faculty/sadi-seker . bot: unknown .
- Patent International (World Wide Application). WO2021029835A1. Sadi Evren Seker. A method and system for clustering performance evaluation and increment. 2021-02-18.
- Patent International (World Wide Application). WO2021101463A1. Sadi Evren Seker. Computer-implemented methods for selection of features in predictive data modeling. 2021-05-27.
- Patent International (World Wide Application). WO2021054905A1. Sadi Evren Seker. A machine learning based prediction system and method. 2021-03-25.
- Web site: Administrative Staff of Computer and Information Technology Faculty, Istanbul University. https://web.archive.org/web/20230930192525/https://bilgisayar.istanbul.edu.tr/tr/yonetim. 30 September 2023. 30 September 2023. Istanbul University. 30 September 2023.
- 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. 10.1109/ACCESS.2022.3233529. free.
- Seker. Sadi Evren. Ocak. Ibrahim. . Calculation of surface settlements caused by EPBM tunneling using artificial neural network, SVM, and Gaussian processes. Environmental Earth Sciences Volume . 70. 3 . 1263–1276. 10.1007/s12665-012-2214-x . 29 September 2023.
- 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. 10.1007/s00521-017-3141-2. 29 Sep 2023.
- 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. 10.1007/s00603-012-0236-z. 29 Sep 2023.
- 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. 10.3906/elk-1208-93. 29 Sep 2023. free.
- 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. 10.1109/TKDE.2015.2507123. 29 September 2023.
- Web site: Index . AD Scientific . Şadi Evren Şekerseker, s. e., şadi evren şeker, sadi evren şeker - AD Scientific Index 2024 . 2023-10-01 . adscientificindex.com.
- Web site: 2020-05-18 . Kod Nedir? Kod Yazma ve Ücretsiz Kodlama Eğitimleri . 2023-10-01 . Webtekno . tr-TR.
- Web site: 2020-05-12 . Tamamen Ücretsiz CSharp Dersleri (C# Dersleri) - 2020 . 2023-10-01 . Webtekno . tr.
- Book: Seker, Sadi Evren. 2013. Is Zekasi ve Veri Madenciligi, Weka Ile . Cinius Yayinlari. 206. 9786051276717.
- Book: Seker, Sadi Evren. 2013. Algorithms. Nobel Yayınevi. 968. 978-605-320-972-0.
- 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. 10.1002/spe.2383. 30 Sep 2023.
- Web site: Istanbul University, Academic Database Profile of Researchers. https://web.archive.org/web/20231017052325/https://avesis.istanbul.edu.tr/evrenseker/. 17 October 2023. 17 October 2023. Istanbul University. 17 October 2023.
- Web site: IEEE Author Profile of Sadi Evren SEKER. https://web.archive.org/web/20231017051748/https://ieeexplore.ieee.org/author/37072963100. 17 October 2023. 17 October 2023. IEEE. 17 October 2023.
- Web site: DBLP Computer Science Bibliography Author Web Page. https://web.archive.org/web/20231017052626/https://dblp.org/pid/08/3230.html. 17 October 2023. 17 October 2023. DBLP. 17 October 2023.
- Web site: OptiWisdom Launches Kolay.AI platform for Business Owners. https://web.archive.org/web/20231017054334/https://world.einnews.com/pr_news/660161785/optiwisdom-launches-kolay-ai-platform-for-business-owners. 17 October 2023. 17 October 2023. News Wires, World News. 17 October 2023.