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Picture
Necla_Kochan.png picture
Full Name
Kochan, Necla
Variants
Koçhan, N.
Koçhan, Necla
Kayaalp, Necla
 
Main Affiliation
02.02. Mathematics
 
Email
necla.kochan@ieu.edu.tr
 
Other emails
necla.kayaalp@gmail.com
 
Link to YOK Profile
YÖK Profili
ORCID
0000-0003-2355-4826
Link to Google Profile
Google Scholar
Scopus Author ID
57222006264
Researcher ID
JXM-5057-2024
 
Interests
bioinformatics
applied statistics
biostatistics
machine learning
 
Biography
Dr. Necla Kayaalp Koçhan, 2010 yılında İzmir Ekonomi Üniversitesi Fen-Edebiyat Fakültesi Matematik Bölümü’nden lisans derecesini almış, aynı zamanda Ekonomi Bölümü’nden Çift Anadal Programı’nı başarıyla tamamlayarak mezun olmuştur. Mezuniyetinin ardından aynı yıl İzmir Ekonomi Üniversitesi Uygulamalı İstatistik Anabilim Dalı’nda yüksek lisans eğitimine başlamıştır. 2010-2017 yılları arasında İzmir Ekonomi Üniversitesi Fen-Edebiyat Fakültesi Matematik Bölümü'nde Araştırma Görevlisi olarak görev yapmıştır.

Doktora eğitimini Uygulamalı Matematik ve İstatistik alanında tamamlamış olup, Prof. Dr. G.Y. Tütüncü danışmanlığında “A new RNA-Seq data classifier based on quantile transformation” başlıklı tez çalışmasını gerçekleştirmiştir. Doktora sürecinde, TÜBİTAK’tan aldığı burs ile Avustralya’daki Smyth Lab’e 8 ay süreyle misafir araştırmacı olarak katılmıştır. 2020 yılında 8 ay süreyle bir COVID-19 projesinde doktora sonrası araştırmacı olarak çalışmıştır.

2024 yılından itibaren İzmir Ekonomi Üniversitesi Fen-Edebiyat Fakültesi Matematik Bölümü'nde Dr. Öğr. Üyesi olarak görev yapmaktadır. Akademik ilgi alanları arasında hesaplamalı biyoloji, istatistiksel veri analizi, bulanık mantık, sınıflandırma yöntemleri, Bayes sınıflandırıcıları, veriden öğrenme ve biyostatistik yer almaktadır.
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Dr. Necla Kayaalp Koçhan graduated from the Department of Mathematics at Izmir University of Economics in 2010, and also successfully completed a Double Major Program in Economics. In the same year, she began her master’s studies in Applied Statistics at the same university. Between 2010 and 2017, she worked as a Research Assistant in the Department of Mathematics, Faculty of Arts and Sciences at Izmir University of Economics.

She completed her Ph.D. in Applied Mathematics and Statistics under the supervision of Prof. Dr. G.Y. Tütüncü with a dissertation titled “A new RNA-Seq data classifier based on quantile transformation.” During her doctoral studies, she was awarded a scholarship by The Scientific and Technological Research Council of Turkey (TÜBİTAK) and joined the Smyth Lab in Australia for 8 months as a visiting scientist. In 2020, she worked as a postdoctoral researcher for 8 months on a COVID-19 related project.

Since 2024, she has been serving as an Assistant Professor (Dr. Öğr. Üyesi) in the Department of Mathematics, Faculty of Arts and Sciences at Izmir University of Economics. Her research interests include computational biology, statistical data analysis, fuzzy logic, classification methods, Bayesian classifiers, machine learning, and biostatistics.
Country
Turkey
Status
Current Staff
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Publications
  • Articles
  • Others

Author

  • 4 Tütüncü, Gözde Yazgı
  • 3 Kochan, Necla
  • 2 Dayanç, Barış Emre
  • 2 Kayaalp, Necla
  • 1 Arslan, Guvenc
  • 1 Gandoffo, Luke C.
  • 1 Gandolfo, L.C.
  • 1 Giner, G.
  • 1 Giner, Goeknur
  • 1 Giner, Goknur
  • . next >

Subject

  • 4 RNA-seq
  • 3 Classification
  • 3 Gene expression
  • 2 Dependent count data
  • 2 Negative binomial distribution
  • 2 Quadratic discriminant analysis
  • 1 article
  • 1 binomial distribution
  • 1 classification
  • 1 colon cancer
  • . next >

Date issued

  • 3 2020 - 2025
  • 4 2010 - 2019

Type

  • 7 Article

Fulltext

  • 6 With Fulltext
  • 1 No Fulltext


Results 1-7 of 7 (Search time: 0.004 seconds).

Issue DateTitleAuthor(s)
12015An Aggregated Fuzzy Naive Bayes Data ClassifierTütüncü, Gözde Yazgı ; Kayaalp, Necla 
22023Classification of Colon Cancer Patients Into Consensus Molecular Subtypes Using Support Vector MachinesKochan, Necla ; Dayanç, Barış Emre 
32023Classification of Colon Cancer Patients Into Consensus Molecular Subtypes Using Support Vector MachinesKoçhan, Necla ; Dayanç, Barış Emre 
42014A Fuzzy Bayesian Classifier With Learned Mahalanobis DistanceKayaalp, Necla ; Arslan, Guvenc
52021A New Local Covariance Matrix Estimation for the Classification of Gene Expression Profiles in High Dimensional Rna-Seq DataKochan, Necla ; Tütüncü, Gözde Yazgı ; Giner, Goknur
62019Qtqda: Quantile Transformed Quadratic Discriminant Analysis for High-Dimensional Rna-Seq DataKochan, Necla ; Tütüncü, Gözde Yazgı ; Smyth, Gordon K.; Gandoffo, Luke C.; Giner, Goeknur
72019Qtqda: Quantile Transformed Quadratic Discriminant Analysis for High-Dimensional Rna-Seq DataKoçhan, N. ; Tütüncü, Gözde Yazgı ; Smyth, G.K.; Gandolfo, L.C.; Giner, G.

 

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