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Zeynep Hilal Kilimci Assoc. Prof. Dr. KOCAELİ ÜNİVERSİTESİ
Publication 18 Review 19 CrossRef Cited 53 TR Dizin Cited 25
18 Publication
19 Review
53 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 1499

0

1

1499

Publications

Mapping the Emotional Landscape of Voter Behavior: A Transformer-Based Sentiment Analysis of Reddit Discourse in the 2024 U.S. Presidential Election
Authors: Berra Oğuz , Kerem Çolak , Zeynep Hilal Kilimci
Published: 2026 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1802343
FAVORITE 0 TOTAL DOWNLOAD COUNT 107

0

107

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 300

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300

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 252

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252

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 548

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548

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 460

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460

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 1127

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1127

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 1332

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1332

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 981

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981

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 3813

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3813

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 815

0

815

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 1499

1

1499

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 2992

0

2992

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 5583

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5583

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 1263

0

1263

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 1505

0

1505

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 3648

0

3648

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 974

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974

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 3048

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3048

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 Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
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 1127

1

0

1127

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 3813

3

0

3813

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 2992

9

0

2992

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 1263

4

0

1263

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 1505

22

0

1505

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 3648

5

0

3648

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 3048

9

0

3048

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