Publications & Works

Publication Network
Articles 9
All (9)
SCI-E, SSCI, AHCI (4)
SCI-E, SSCI, AHCI, ESCI (5)
ESCI (1)
Scopus (4)
TRDizin (6)
Other Publications (1)

1. Enhancing Employee Retention Prediction Through Federated Learning and Associative Classification using FedCBA: A Case Study on IBM HR Analytics

BÜYÜKTANIR B., Baydogmus G. K., ÜLKÜ E. E., YILDIZ K.
Arabian Journal for Science and Engineering , 2026 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

2. Federated learning in intrusion detection: advancements, applications, and future directions

BÜYÜKTANIR B., Altinkaya Ş., KARATAŞ BAYDOĞMUŞ G., YILDIZ K.
Cluster Computing , vol.28, no.7, 2025 (SCI-Expanded, Scopus) identifier identifier

3. DDoS_FL: Federated Learning Architecture Approach against DDoS Attack

BÜYÜKTANIR B., ÇIPLAK Z., Çil A. E., Yakar Ö., Adoum M. B., YILDIZ K.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.31, no.6, 2025 (ESCI, TRDizin) identifier identifier

4. Hate speech framework in social media: A comprehensive review from past to present Sosyal medyada nefret söylemi çerçevesi: Geçmişten günümüze kapsamlı bir derleme

BÜYÜKTANIR B., Yakar Ö., ALTINEL GİRGİN A. B.
Journal of the Faculty of Engineering and Architecture of Gazi University , vol.40, no.1, pp.685-711, 2024 (SCI-Expanded, Scopus, TRDizin) identifier identifier identifier

5. Türkçe Nefret Söylemi Problemi Analizinde Farklı Sınıflandırma Algoritmalarının Ve Özellik Seçimi Yöntemlerinin Performans Karşılaştırması

Yakar Ö., BÜYÜKTANIR B., Çil A. E., ALTINEL GİRGİN A. B.
Avrupa Bilim ve Teknoloji Dergisi , no.53, pp.97-111, 2023 (Peer-Reviewed Journal)

6. du-CBA: Data-agnostic and incremental classification-based association rules extraction architecture du-CBA: Veriden habersiz ve artirimli siniflandirmaya dayali birliktelik kurallari çikarma mimarisi

BÜYÜKTANIR B., YILDIZ K., ÜLKÜ E. E., Bütüktanir T.
Journal of the Faculty of Engineering and Architecture of Gazi University , vol.38, no.3, pp.1919-1929, 2023 (SCI-Expanded) Creative Commons License identifier identifier

7. Raspbraille: Conversion to Braille Alphabet with Optical Character Recognition and Voice Recognition Algorithm

DALIP F., YILDIZ K., ÜLKÜ E. E., BÜYÜKTANIR B.
Hittite Journal of Science and Engineering , vol.9, pp.253-261, 2022 (Peer-Reviewed Journal) identifier

8. Housing Price Estimation with Deep Learning: A Case Study of Sakarya Turkey

ÖZDEMİR M., YILDIZ K., BÜYÜKTANIR B.
Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , vol.9, no.1, pp.138-151, 2022 (Peer-Reviewed Journal) identifier

9. Yazılım Projelerinde Fazla Mesainin Proje Ekibi ve Projenin Yönetimine Etkisi

PINAR M., BÜYÜKTANIR B., Emanet Ş., DOĞAN B.
International Journal of Advances in Engineering and Pure Sciences , vol.4, no.32, pp.420-429, 2020 (Peer-Reviewed Journal) identifier
Papers Presented at Peer-Reviewed Scientific Conferences 8

1. An Investigation and Performance Evaluation of Aggregation Algorithms in Federated Learning Architecture

Onlu A. O., Akca B., BÜYÜKTANIR B., YILDIZ K., Baydogmus G. K.
2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Turkey, 10 - 12 September 2025, (Full Text) identifier identifier

2. A Systematic Mapping Study on Machine Unlearning in Federated Learning

Büyüktanır B., Yıldız K., Karataş Baydoğmuş G.
7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, ICHORA 2025, Ankara, Turkey, 23 - 24 May 2025, (Full Text) identifier identifier

3. YENİ NESİL MODEL EĞİTİM YAKLAŞIMI: FEDERE ÖĞRENME (NEW GENERATION MODEL EDUCATION APPROACH: FEDERATED LEARNING)

BÜYÜKTANIR B.
UBAK: INTERNATIONAL SCIENTIFIC COMPILATION RESEARCH CONGRESS, Ankara, Turkey, 11 February - 12 March 2024, pp.208-212, (Full Text)

4. Segmentation Analysis with Classification Methods: An Applicatıon with İdeasoft E-Commerce Customer Data

Büyüktanır B., Doğan B., Çil A. E., Anapalı A.
6. International Antalya Scientific Research and Innovative Studies Congress, Antalya, Turkey, 02 December 2023, pp.193-203, (Full Text)

5. Comparison of LDA, NMF and BERTopic topic modeling techniques on Amazon product review dataset: A case study

TURAN S., YILDIZ K., BÜYÜKTANIR B.
2nd International Conference on Computing, IoT and Data Analytics, 20 July 2023, (Full Text)

6. Data Privacy In Big Data: Federated Learning

Büyüktanır B., Doğan B.
3.Uluslararası Mühendislik ve Doğa Bilimleri Çalışmaları Kongresi (ICENSS-2023), Ankara, Turkey, 24 - 25 May 2023, pp.114-124, (Full Text)

7. EFFECTS OF COVID-19 PANDEMIC ON DISTANCE WORKERS

DALIP F., ÇAKAR M., BÜYÜKTANIR B., DOĞAN B.
II. INTERNATIONAL COVID-19 AND CURRENT ISSUES CONGRESS, 01 May 2021, (Full Text) Sustainable Development

8. Covid-19 Pandemisinin Uzaktan Çalışanlara Etkileri

Çakar M., Dalıp F., Büyüktanır B., Doğan B.
II. Uluslararası COVID-19 ve Güncel Sorunlar Kongresi', İstanbul, Turkey, 1 - 02 May 2021, pp.8-16, (Full Text) Sustainable Development
Books 2

1. Data Privacy In Big Data: Federated Learning

BÜYÜKTANIR B., DOĞAN B.
in: Current Debates on Natural and Engineering Sciences 9, ÇOĞUN, Hikmet Y., PARLAR, İshak., ÜZMUŞ, Hasan., Editor, Bilgin Kültür Sanat Yayınları, Ankara, pp.114-124, 2023

2. NESNELERİN İNTERNETİ

BÜYÜKTANIR T., BÜYÜKTANIR B.
Kodlab, 2017
Metrics

Publication

20

Publication (WoS)

5

Publication (Scopus)

6

Citation (Scopus)

2

H-Index (Scopus)

1

Citation (Sum Other)

1

Open Access

2
UN Sustainable Development Goals