Assoc. Prof. DUYGU İÇEN

Publication Network

Journal articles indexed in SCI, SSCI, and AHCI

Binary classification with fuzzy logistic regression under class imbalance and complete separation in clinical studies

Charizanos G., Demirhan H., İÇEN D.

BMC MEDICAL RESEARCH METHODOLOGY , vol.24, no.1, 2024 (SCI-Expanded)

An online fuzzy fraud detection framework for credit card transactions

Charizanos G., Demirhan H., İçen D.

EXPERT SYSTEMS WITH APPLICATIONS , vol.252, no.124127, pp.1-15, 2024 (SCI-Expanded)

A Monte Carlo fuzzy logistic regression framework against imbalance and separation

Charizanos G., Demirhan H., İÇEN D.

Information Sciences , vol.655, 2024 (SCI-Expanded)

Thoughts on women entrepreneurship: an application of market basket analysis with google trends data

Boz Semerci A., Abbasoğlu Özgören A., Içen D.

SOFT COMPUTING , vol.26, no.19, pp.10035-10047, 2022 (SCI-Expanded)

A new approach for probability calculation of fuzzy events in Bayesian Networks

İÇEN D., ERSEL D.

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING , vol.108, pp.76-88, 2019 (SCI-Expanded)

Design and implementation of the fuzzy expert system in Monte Carlo methods for fuzzy linear regression

İÇEN D., GÜNAY S.

APPLIED SOFT COMPUTING , vol.77, pp.399-411, 2019 (SCI-Expanded)

Triple test with tumor markers CYFRA 21.1, HE4, and ProGRP might contribute to diagnosis and subtyping of lung cancer

Korkmaz E. T., KÖKSAL D., Aksu F., DİKMEN Z. G., İÇEN D., Maden E., et al.

CLINICAL BIOCHEMISTRY , vol.58, pp.15-19, 2018 (SCI-Expanded)

Identification of some spanish olive cultivars using image processing techniques

BEYAZ A., ÖZKAYA M. T., İÇEN D.

SCIENTIA HORTICULTURAE , vol.225, pp.286-292, 2017 (SCI-Expanded)

Different distance measures for fuzzy linear regression with Monte Carlo methods

İÇEN D., Cattaneo M. E. G. V.

SOFT COMPUTING , vol.21, no.22, pp.6687-6697, 2017 (SCI-Expanded)

Error measures for fuzzy linear regression: Monte Carlo simulation approach

İÇEN D., Demirhan H.

APPLIED SOFT COMPUTING , vol.46, pp.104-114, 2016 (SCI-Expanded)

Use of fibrin glue in preventing pseudorecurrence after laparoscopic total extraperitoneal repair of large indirect inguinal hernia

Surgit O., ÇAVUŞOĞLU N. T., Kilic M. O., ÜNAL Y., KOŞAR P. N., İÇEN D.

ANNALS OF SURGICAL TREATMENT AND RESEARCH , vol.91, no.3, pp.127-132, 2016 (SCI-Expanded)

Fuzzy probability calculation with confidence intervals in Bayesian networks

ERSEL D., İÇEN D.

SOFT COMPUTING , vol.20, no.2, pp.819-829, 2016 (SCI-Expanded)

EVALUATION OF TWENTY-SEVEN PATIENTS WITH TUBERCULOUS PERITONITIS

Kilic M. O., Saglam C., Caner S. S., Kilic Y., İÇEN D.

ACTA MEDICA MEDITERRANEA , vol.32, no.1, pp.11-16, 2016 (SCI-Expanded)

Can mastalgia be another somatic symptom in fibromyalgia syndrome?

Sen M., Kilic M. O., Cemeroglu O., İÇEN D.

CLINICS , vol.70, no.11, pp.733-737, 2015 (SCI-Expanded)

Hypothesis testing for the mean of inverse Gaussian distribution using alpha-cuts

İÇEN D., BACANLI S.

SOFT COMPUTING , vol.19, no.1, pp.113-119, 2015 (SCI-Expanded)

Fuzzy approach of group sequential test for binomial case

BACANLI S., İÇEN D., Emri S.

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS , vol.43, no.6, pp.1017-1034, 2014 (SCI-Expanded)

Articles Published in Other Journals

Binary classification with Fuzzy-Bayesian logistic regression using Gaussian fuzzy numbers

Charizanos G., Demirhan H., İÇEN D.

INTELLIGENT SYSTEMS WITH APPLICATIONS , 2025 (ESCI)

THE USE OF SENTIMENT AND EMOTION ANALYSIS WITH CORRESPONDENCE ANALYSIS: EXAMINATION OF OPINIONS TOWARDS MOTHERHOOD IN TÜRKİYE

İçen D., Abbasoğlu Özgören A., Boz Semerci A.

Nicel Bilimler Dergisi , vol.5, no.2, pp.117-134, 2023 (Peer-Reviewed Journal)

Karar Ağaçları ve Bayes Ağları ile OECD Ülkelerindeki İntiharların Değerlendirilmesi

DEMİRCİ Ş., İÇEN D.

İstanbul Gelişim Üniversitesi Sosyal Bilimler Dergisi , vol.10, no.1, pp.128-143, 2023 (Peer-Reviewed Journal)

AN INVESTIGATION OF WOMEN’S ATTITUDES TOWARDS WORK-FAMILY ROLES IN TURKEY AND GERMANY USING DECISION TREES

Abbasoğlu Özgören A., Içen D., Boz Semerci A.

Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi , vol.23, no.3, pp.43-80, 2022 (Peer-Reviewed Journal)

Application of Random Forest Algorithm for the Prediction of Online Food Delivery Service Delay

Şahin H., İÇEN D.

Turkish Journal of Forecasting , 2021 (Peer-Reviewed Journal)

Application of Natural Language Processing with Supervised Machine Learning Techniques to Predict the Overall Drugs Performance

MARTHIN P., İÇEN D.

AJIT-e: Bilişim Teknolojileri Online Dergisi , vol.11, no.40, pp.8-23, 2020 (Peer-Reviewed Journal)

The Clinicopathological Factors Associated with Multicentricity in Papillary Thyroid Cancer

Kilic M. O., Bilgic C. I., Dener C., İÇEN D.

JOURNAL OF CLINICAL AND ANALYTICAL MEDICINE , vol.7, no.4, pp.479-482, 2016 (ESCI) Sustainable Development

Türkiye deki İşsizlik Oranının Bulanık Doğrusal Regresyon Analiziyle Tahmini

İÇEN D., GÜNAY S.

Journal of Statisticians: Statistics and Actuarial Sciences , vol.8, pp.10-26, 2015 (Peer-Reviewed Journal)

Fuzzy Approach for Group Sequential Test

İÇEN D., BACANLI S., GÜNAY S.

Advances in Fuzzy Systems , pp.1-9, 2014 (Scopus)

Fuzzy Approach for Group Sequential Test Advances in Fuzzy Systems

İÇEN D., BACANLI S.

Advances in fuzzy systems , pp.1-9, 2014 (Scopus)

Uzman Sistemler ve İstatistik

İÇEN D., GÜNAY S.

Journal of Statisticians: Statistics and Actuarial Sciences , vol.7, pp.37-45, 2014 (Peer-Reviewed Journal)

Sequential Probability Ratio Test of Correlation Coefficient Using Fuzzy Hypothesis Testing

BACANLI S., İÇEN D.

Open Journal of Statistics , pp.195-199, 2013 (Peer-Reviewed Journal)

Sigorta Sektörünün Çok Boyutlu İlişki Analizi Yöntemleri İle İncelenmesi

TATLIDİL H. H., İÇEN D.

Bankacılar Dergisi , pp.21-36, 2013 (Peer-Reviewed Journal)

Fuzzy pricing of high excess loss layer when modeling the tail with generalized Pareto distribution

GENÇTÜRK Y., İÇEN D., GÜNAY S., TUNÇ t.

Journal of Statisticians: Statistics and Actuarial Sciences , vol.4, pp.16-30, 2011 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences

Handling Missing Values in Random Forests: An Application to Demographic Survey Data

Içen D., Abbasoğlu Özgören A., Boz Semerci A.

6th International Conference on Advances in Statistics (ICAS’20), 16 - 18 October 2020, pp.16-22, (Full Text)

Popular with what? Market basket analysis of Google trend topics related to female employment

Boz Semerci A., Abbasoğlu Özgören A., Içen D.

2nd BigSurv Conference (BigSurv20), 6 November - 04 December 2020, (Summary Text) Sustainable Development

Application of data mining methods using demographic survey data: Analyses of attitudes towards gender roles and domestic violence in Turkey

Abbasoğlu Özgören A., Boz Semerci A., Içen D.

2nd BigSurv Conference (BigSurv20), 6 November - 04 December 2020, (Summary Text) Sustainable Development

Assessing Opinions towards Women’s Employment and Entrepreneurship with Market Basket Analysis

BOZ SEMERCİ A., ABBASOĞLU ÖZGÖREN A., İÇEN D.

29th Euroasia Business and Economics Society Conference, Lizbon, Portugal, 10 - 12 October 2019, (Summary Text) Sustainable Development

Türkiye’de Ebeveynliğe dair Tutumlar ve Hisler: Twitter Verileri Üzerine Analizler

ABBASOĞLU ÖZGÖREN A., BOZ SEMERCİ A., İÇEN D.

9. Sosyoloji Kongresi, Ankara, Turkey, 19 - 21 September 2019, (Summary Text)

Big Data Concept for Statisticians

İÇEN D.

International Web Conference Series on Forecasting, Turkey, 15 - 17 October 2018, (Summary Text)

The diagnostic value of serum tumor markers in newly diagnosed lung cancer patients

KORKMAZ T. E., KÖKSAL D., AKSU F., DİKMEN Z. G., İÇEN D., Maden E., et al.

27th International Congress of the European Respiratory Society, Milan, Italy, 9 - 13 September 2017, (Summary Text) Sustainable Development

Yeni Tanı Alan Akciğer Kanserli Hastalarda Serum Tümör Belirteçlerinin Tanısal Değeri

KORKMAZ T. E., KÖKSAL D., AKSU F., DİKMEN Z. G., İÇEN D., Maden E., et al.

II. Türkiye in vitro Dİyagnostik-BİYOBELİRTEÇLER Sempozyumu, Turkey, 10 - 12 May 2017, (Summary Text) Sustainable Development

Testing fuzzy hypotheses based on sequential test statistic an application to medical dataset

İÇEN D., BACANLI S.

Second International Researchers Statisticians and Young Statisticians Congress, 4 - 08 May 2016, (Summary Text)

Pankreas Adenokarsinomunda Adamts1 8 9 ve 18 in İmmunohistokimyasal Analizi

KILIÇ M. Ö., AYNEKİN B., BOZER M., KARA A., HALTAŞ H., İÇEN D., et al.

8. Cerrahi Araştırma Kongresi, Konya, Turkey, 12 - 14 November 2015, (Summary Text)

Bulanık Bayesci ağlar ve Bir Uygulama

İÇEN D., ERSEL D.

9. Uluslararası İstatistik Kongresi, Antalya, Turkey, 28 October - 01 November 2015, (Summary Text)

The Comparison of Evening Primrose Oil Fructus Agni Casti and Reassurance in The Treatment of Mastalgia

ŞEN M., KILIÇ M. Ö., ALDEMİR S. Ö., İÇEN D.

13. Ulusal meme Hastalıkları Kongresi, Antalya, Turkey, 21 - 25 October 2015

Fuzzy Bayesian networks and an application

İÇEN D., ERSEL D.

9th International Statistics Congress, Antalya, Turkey, 28 October - 01 November 2015, (Summary Text)

Granulomatous mastitis A diagnostic and therapeutic challenge for physicans

ŞEN M., KILIÇ M. Ö., İNAN A., DENER N. C., İÇEN D.

13. Ulusal Meme Hastalıkları Kongresi, Antalya, Turkey, 21 - 25 October 2015

The relationship between mastalgia and fibromyalgia Can mastalgia be another somatic symptom in fibromyalgia syndrome

ŞEN M., KILIÇ M. Ö., CEMEROĞLU Ö., İÇEN D.

13. Ulusal Meme Hastalıkları Kongresi, Antalya, Turkey, 21 - 25 October 2015

Use of fuzzy expert systems in fuzzy linear regression analysis

İÇEN D., GÜNAY S.

9th International Statistics Congress, Antalya, Turkey, 28 October - 01 November 2015, (Summary Text)

Veri Madenciliği Sınıflandırma Yöntemlerinin Karavan Sigorta Verisine Uygulanması

MUHSİN ÖZGÜR D., ERSEL D., İÇEN D.

2. Ulusal Sigorta ve Aktüerya Kongresi, Ankara, Turkey, 17 - 18 September 2015, (Summary Text)

Türk Sigorta Şirketlerine Ait Bazı Önemli Göstergelere Göre 1991 2012 Yıllarının Veri Madenciliği Yöntemleriyle Kümelenmesi

İÇEN D.

2. Ulusal Sigorta ve Aktüerya Kongresi, Ankara, Turkey, 17 - 18 September 2015

Implementation of Principal Component Analysis Factor Analysis Multidimensional Scaling and Clustering Analysis to Variables Accounting for the Fundamental Macro Economic Magnitude

İÇEN D., GÜNAY S.

International Conference On Multivariate Statistical Modeling and High Dimensional Data Mining, Kayseri, Turkey, 19 - 23 June 2008

Metrics

Publication

Citation (WoS)

H-Index (WoS)

Citation (Scopus)

H-Index (Scopus)

Citation (Scholar)

H-Index (Scholar)

Citation (TrDizin)

H-Index (TrDizin)

Citation (Sum Other)

Project

Open Access

UN Sustainable Development Goals

Publications & Works

Publication

Citation (WoS)

H-Index (WoS)

Citation (Scopus)

H-Index (Scopus)

Citation (Scholar)

H-Index (Scholar)

Citation (TrDizin)

H-Index (TrDizin)

Citation (Sum Other)

Project

Open Access