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Zeynep Hilal Kilimci Assoc. Prof. Dr. KOCAELİ ÜNİVERSİTESİ
Publication 17 Review 19 CrossRef Cited 52 TR Dizin Cited 25
17 Publication
19 Review
52 CrossRef Cited
25 TR Dizin Cited
0000-0003-1497-305X

Research Fields

Data Mining and Knowledge Discovery Information and Computing Sciences Audio Processing Deep Learning Neural Networks Machine Learning (Other) Computing Applications in Health

Institution

KOCAELİ ÜNİVERSİTESİ

Popular Publications

The Effectiveness of Homogeneous Classifier Ensembles on Customer Churn Prediction in Banking, Insurance, and Telecommunication Sectors
Authors: Zeynep Hilal Kilimci
Published: 2022 , International Journal of Computational and Experimental Science and Engineering
DOI: 10.22399/ijcesen.1163929
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1424

0

1

1424

Publications

Mitigating Hallucinations in Third-Grade Primary Mathematics Education: An Empirical Analysis of Local RAG and LLMs
Authors: Ahmet Ocak , Samet Diri , Zeynep Hilal Kilimci
Published: 2026 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.1912302
FAVORITE 0 TOTAL DOWNLOAD COUNT 91

0

91

Appraising Customer Experience from Hotel Reviews using Text-Based Transformers
Authors: Fiqi Amali , Halil Yiğit , Zeynep Hilal Kilimci
Published: 2026 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1886894
FAVORITE 0 TOTAL DOWNLOAD COUNT 118

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118

Detection of Pronunciation Errors in Arabic Sentences Using LLM with Voice-Based Transformer Models
Authors: Şükrü Selim Çalık , Zeynep Hilal Kilimci , Ayhan Küçükmanisa
Published: 2026 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1867692
FAVORITE 0 TOTAL DOWNLOAD COUNT 402

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402

Transformatör modelleri ile zaman serisi analizi tabanlı toprak sıcaklığı tahmini
Authors: Muhammet Mücahit Enes Yurtsever , Zeynep Hilal Kilimci , Ayhan Küçükmanisa
Published: 2026 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1662870
FAVORITE 0 TOTAL DOWNLOAD COUNT 383

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383

Forecasting Customer Churn using Machine Learning and Deep Learning Approaches
Authors: Ceren Aksoy , Ayhan Küçükmanisa , Zeynep Hilal Kilimci
Published: 2025 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1526621
FAVORITE 0 TOTAL DOWNLOAD COUNT 1058

0

1058

Görme engelliler için nesne tanıma ve resim altyazısını derin öğrenme teknikleriyle entegre eden verimli bir aktivite tanıma modeli
Authors: Zeynep Hilal Kilimci , Ayhan Küçükmanisa
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1245400
FAVORITE 0 TOTAL DOWNLOAD COUNT 1251

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1251

Heart Disease Prediction with Machine Learning-Based Approaches
Authors: Ayhan Küçükmanisa , Zeynep Hilal Kilimci
Published: 2024 , Sakarya University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 930

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930

Detection of Fault from Acoustic Signals in Automobile Engines using Deep Learning Techniques
Authors: Fatih Alperen Erdoğan , Ayhan Küçükmanisa , Zeynep Hilal Kilimci
Published: 2023 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1225591
FAVORITE 0 TOTAL DOWNLOAD COUNT 3598

0

3598

Consolidation of Time Series Models for the Prediction of XUTEK Index and Technology Stocks in Istanbul Stock Exchange during Pandemic Period
Authors: Zeynep Hilal Kilimci
Published: 2022 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1069352
FAVORITE 0 TOTAL DOWNLOAD COUNT 773

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773

The Effectiveness of Homogeneous Classifier Ensembles on Customer Churn Prediction in Banking, Insurance, and Telecommunication Sectors
Authors: Zeynep Hilal Kilimci
Published: 2022 , International Journal of Computational and Experimental Science and Engineering
DOI: 10.22399/ijcesen.1163929
FAVORITE 1 TOTAL DOWNLOAD COUNT 1424

1

1424

Derin öğrenme temelli hibrid altın endeksi (XAU/USD) yön tahmin modeli
Authors: Onur Kantar , Zeynep Hilal Kilimci
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.888456
FAVORITE 0 TOTAL DOWNLOAD COUNT 2866

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2866

Ensemble Regression-Based Gold Price (XAU/USD) Prediction
Authors: Zeynep Hilal Kilimci
Published: 2022 , Journal of Emerging Computer Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 5419

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5419

Evaluation of Society Response to Violence against Women in Turkey via Twitter using Topic Modeling
Authors: Emel Okkalı, Hilmiye Atamtürk, Zeynep Hilal Kilimci
Published: 2021 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.907333
FAVORITE 0 TOTAL DOWNLOAD COUNT 1190

0

1190

The Prediction of Chiral Metamaterial Resonance using Convolutional Neural Networks and Conventional Machine Learning Algorithms
Authors: Aybike Ural , Zeynep Hilal Kilimci
Published: 2021 , International Journal of Computational and Experimental Science and Engineering
DOI: 10.22399/ijcesen.973726
FAVORITE 0 TOTAL DOWNLOAD COUNT 1379

0

1379

Comprehensive Analysis of Forest Fire Detection using Deep Learning Models and Conventional Machine Learning Algorithms
Authors: Süha Berk Kukuk , Zeynep Hilal Kilimci
Published: 2021 , International Journal of Computational and Experimental Science and Engineering
DOI: 10.22399/ijcesen.950045
FAVORITE 0 TOTAL DOWNLOAD COUNT 3508

0

3508

Evaluation of Customer Satisfaction about Telecom Operators in Turkey by Analyzing Sentiments of Customers through Twitter
Authors: Doğukan Kündüm , Zeynep Hilal Kilimci , Mitat Uysal, Ozan Uysal
Published: 2020 , Data Science and Applications
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 925

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925

Borsa tahmini için Derin Topluluk Modellleri (DTM) ile finansal duygu analizi
Authors: Zeynep Hilal Kilimci
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.501551
FAVORITE 0 TOTAL DOWNLOAD COUNT 2985

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2985

Articles published in
Data Science and Applications
Data Science and Applications
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Computational and Experimental Science and Engineering
International Journal of Computational and Experimental Science and Engineering
Journal of Emerging Computer Technologies
Journal of Emerging Computer Technologies
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Sakarya University Journal of Science
Sakarya University Journal of Science
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Editorship
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Section Editor

Reviews

Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Journal of Metaverse
Journal of Metaverse
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences

Publications

Forecasting Customer Churn using Machine Learning and Deep Learning Approaches
Authors: Ceren Aksoy , Ayhan Küçükmanisa , Zeynep Hilal Kilimci
Published: 2025 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1526621
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1058

1

0

1058

Detection of Fault from Acoustic Signals in Automobile Engines using Deep Learning Techniques
Authors: Fatih Alperen Erdoğan , Ayhan Küçükmanisa , Zeynep Hilal Kilimci
Published: 2023 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1225591
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3598

2

0

3598

Derin öğrenme temelli hibrid altın endeksi (XAU/USD) yön tahmin modeli
Authors: Onur Kantar , Zeynep Hilal Kilimci
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.888456
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 2866

9

0

2866

Evaluation of Society Response to Violence against Women in Turkey via Twitter using Topic Modeling
Authors: Emel Okkalı, Hilmiye Atamtürk, Zeynep Hilal Kilimci
Published: 2021 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.907333
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1190

4

0

1190

The Prediction of Chiral Metamaterial Resonance using Convolutional Neural Networks and Conventional Machine Learning Algorithms
Authors: Aybike Ural , Zeynep Hilal Kilimci
Published: 2021 , International Journal of Computational and Experimental Science and Engineering
DOI: 10.22399/ijcesen.973726
CITED 22 FAVORITE 0 TOTAL DOWNLOAD COUNT 1379

22

0

1379

Comprehensive Analysis of Forest Fire Detection using Deep Learning Models and Conventional Machine Learning Algorithms
Authors: Süha Berk Kukuk , Zeynep Hilal Kilimci
Published: 2021 , International Journal of Computational and Experimental Science and Engineering
DOI: 10.22399/ijcesen.950045
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 3508

5

0

3508

Borsa tahmini için Derin Topluluk Modellleri (DTM) ile finansal duygu analizi
Authors: Zeynep Hilal Kilimci
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.501551
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 2985

9

0

2985

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