Doç.Dr. Fatma Sevinç KURNAZ

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Robust and sparse multinomial regression in high dimensions

Kurnaz F. S., Filzmoser P.

DATA MINING AND KNOWLEDGE DISCOVERY , cilt.1, ss.1-25, 2023 (SCI-Expanded)

A Comparative Assessment of Municipal Water Use in Turkey

Güneş M. Ş., Yıldız D., Kurnaz F. S.

JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT , cilt.148, sa.2, 2022 (SCI-Expanded)

Forecasting drought using neural network approaches with transformed time series data

Evkaya O. O., KURNAZ F. S.

JOURNAL OF APPLIED STATISTICS , cilt.48, sa.13-15, ss.2591-2606, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma

Performances of some high dimensional regression methods: sparse principal component regression

KURNAZ F. S.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.50, sa.9, ss.2529-2543, 2021 (SCI-Expanded)

Performances of some high dimensional regression methods

KURNAZ F. S.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.50, sa.6, ss.1820-1836, 2021 (SCI-Expanded)

Robust and sparse estimation methods for high-dimensional linear and logistic regression

KURNAZ F. S., Hoffmann I., Filzmoser P.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS , cilt.172, ss.211-222, 2018 (SCI-Expanded)

Matrix mean squared error comparisons of some biased estimators with two biasing parameters

KURNAZ F. S., Akay K. U.

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS , cilt.47, sa.8, ss.2022-2035, 2018 (SCI-Expanded)

A robust Liu regression estimator

Filzmoser P., KURNAZ F. S.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.47, sa.2, ss.432-443, 2018 (SCI-Expanded)

A new Liu-type estimator

KURNAZ F. S., Akay K. U.

STATISTICAL PAPERS , cilt.56, sa.2, ss.495-517, 2015 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

enetLTS: Robust and Sparse Methods for High Dimensional Linear, Binary, and Multinomial Regression

Kurnaz F. S., Filzmoser P.

The Journal of Open Source Software , cilt.8, sa.82, ss.1-8, 2023 (Hakemli Dergi)

Some Regression Methods Based on Principal Components

Kurnaz F. S.

Gümüşhane Üniversitesi Fen Bilimleri Dergisi , cilt.10, sa.1, ss.581-591, 2020 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Robustified Elastic Net Estimator for Multinomial Regression

Kurnaz F. S., Filzmoser P.

The 17th conference of the International Federation of Classification Societies (IFCS 2022), Porto, Portekiz, 18 - 23 Temmuz 2022, ss.78

Robust multinomial regression in high dimensions

Filzmoser P., Kurnaz F. S.

International Conference on Robust Statistics (ICORS 2022), Ontario, Kanada, 5 - 08 Temmuz 2022, ss.20-21

Drought Monitoring of Marmara Region using Novel Machine Learning Tools

Kurnaz F. S., Evkaya Ö. O.

11th International Statistics Congress (ISC2019), Muğla, Türkiye, 4 - 08 Ekim 2019, ss.13 Sürdürülebilir Kalkınma

The Changes in Last 10 Years of the Marriage and Divorce Statistics Based on Regions of Level 1 According Statistical Regional Units Classification (NUTS) in Turkey and Age Groups: Examples 2008 and 2018

Kurnaz F. S.

11th International Statistics Congress (ISC2019), Muğla, Türkiye, 4 - 08 Ekim 2019, ss.1

COMPARISON OF LEAST SQUARE METHOD, RIDGE AND LIU ESTIMATORS IN SAANEN GOATS

Tırınk C., Önder H., Kurnaz F. S.

International Congress on Domestic Animal Breeding, Genetics and Husbandry 2019 (ICABGEH-19), Praha, Çek Cumhuriyeti, 11 - 13 Eylül 2019, ss.15

Robust and Sparse Methods for Regression and Classification in High Dimensions

Filzmoser P., Kurnaz F. S., Hoffmann I.

International Conference on Data Science, Machine Learning and Statistics - 2019 (DMS-2019), Van, Türkiye, 27 - 29 Haziran 2019, ss.12

Outlier Detection and Variable Selection for Count Data

KURNAZ F. S.

11. International Statistics Days Conference, Muğla, Türkiye, 03 Ekim 2018, ss.100

Comparison of some robust methods in nonlinear regression

KURNAZ F. S., Tez M.

The International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2018), Poznan, Polonya, 20 Ağustos 2018, ss.104

Classification of Hepatit Disease Using Support Vector Machines and Decision Tree

ünsal ü., KURNAZ F. S., turhan k.

10th International Statistics Congress, Ankara, Türkiye, 06 Aralık 2017, ss.124 Sürdürülebilir Kalkınma

Robustified Elastic Net Estimator for Regression and Classification

KURNAZ F. S., Hoffmann I., Filmzoser P.

10th International Statistics Congress 2017, Ankara, Türkiye, 06 Aralık 2017, ss.92

ROBUST AND SPARSE ESTIMATION METHODS FOR HIGH DIMENSIONAL LINEAR AND LOGISTIC REGRESSION

Kurnaz F. S., Hoffmann I., Filzmoser P.

European Conference on Data Analysis (ECDA), Wroclaw, Polonya, 27 - 29 Eylül 2017, ss.36

A Robust Liu Regression Estimator

KURNAZ F. S., Filzmoser P.

The International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2014), Linköping, İsveç, 24 Ağustos 2014, ss.58-59

A New Liu-type Estimator

KURNAZ F. S., akay k. u.

The International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2012), Poznan, Polonya, 16 Temmuz 2012, ss.123

İki Yanlılık Parametresi İçeren Bazı Yanlı Tahmin Edicilerin Karşılaştırılması

Kurnaz F. S., Akay K. U.

ICEOS-2012/EYİ-2012: 13th International Conference on Econometrics, Operations Research and Statistics, Gazimagusa, Kıbrıs (Kktc), 24 Mayıs 2012, ss.260

Kitap & Kitap Bölümleri

Çeşitli Lineer Sınıflandırma Yöntemleri, Uygulamaları ve Karşılaştırmaları

Kurnaz F. S.

Mühendislik, Matematik ve Doğa Bilimlerinde Yenilikçi Yöntemler, Turgut Özseven,Ebubekir Yaşar,Muharrem Düğenci,Sena Özen Yıldırım,Şirin Çetin, Editör, Ekin Yayınevi, Bursa, ss.53-65, 2019