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Ümit Yılmaz Dr. Instructor BURSA TEKNİK ÜNİVERSİTESİ, REKTÖRLÜK
Publication 14 Review 11 CrossRef Cited 33 TR Dizin Cited 9
14 Publication
11 Review
33 CrossRef Cited
9 TR Dizin Cited
0000-0003-4268-8598

Research Fields

Machine Learning Industrial Engineering Stochastic (Probability ) Process

Institution

BURSA TEKNİK ÜNİVERSİTESİ, REKTÖRLÜK

Popular Publications

Forecasting Turkish Exports: A Comparative Study of Statistical, Machine Learning, and Deep Learning Methods
Authors: Ümit Yılmaz , Fehime Günbegi
Published: 2026 , InTraders International Trade Academic Journal
DOI: 10.55065/intraders.1905139
CITED 0 FAVORITE 5 TOTAL DOWNLOAD COUNT 134

0

5

134

Classification of Fake Hotel Reviews Written in Turkish: A Comparative Analysis of Machine Learning and Deep Learning Methods
Authors: İsmail Öğütçen , Ümit Yılmaz
Published: 2026 , Balıkesir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
DOI: 10.53424/bauniibfd.1968350
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 159

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1

159

Publications

Forecasting Turkish Exports: A Comparative Study of Statistical, Machine Learning, and Deep Learning Methods
Authors: Ümit Yılmaz , Fehime Günbegi
Published: 2026 , InTraders International Trade Academic Journal
DOI: 10.55065/intraders.1905139
FAVORITE 5 TOTAL DOWNLOAD COUNT 134

5

134

Classification of Fake Hotel Reviews Written in Turkish: A Comparative Analysis of Machine Learning and Deep Learning Methods
Authors: İsmail Öğütçen , Ümit Yılmaz
Published: 2026 , Balıkesir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
DOI: 10.53424/bauniibfd.1968350
FAVORITE 1 TOTAL DOWNLOAD COUNT 159

1

159

COMPARATIVE EVALUATION OF CNN ARCHITECTURES FOR BEHAVIOR RECOGNITION IN PRIVATE SECURITY SURVEILLANCE
Authors: Ümit Yılmaz
Published: 2026 , Turkish Journal of Security Studies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 175

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175

Benchmarking Machine Learning Models for Transaction-Level Anti-Money Laundering under Extreme Class Imbalance
Authors: Ümit Yılmaz
Published: 2026 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1848543
FAVORITE 0 TOTAL DOWNLOAD COUNT 826

0

826

Predicting Honeybee Colony Health Using Weather and Apiary Data with Machine Learning
Authors: Ümit Yılmaz
Published: 2025 , Turkish Journal of Engineering Research and Education
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 353

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353

CLASSIFYING LIVER DISEASE WITH BOOSTING MACHINE LEARNING APPROACHES
Authors: Ümit Yılmaz , Erol Özçekiç
Published: 2025 , Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
DOI: 10.31796/ogummf.1591951
FAVORITE 0 TOTAL DOWNLOAD COUNT 677

0

677

INVESTIGATING THE EFFECT OF FEATURE SELECTION METHODS ON THE SUCCESS OF OVERALL EQUIPMENT EFFECTIVENESS PREDICTION
Authors: Ümit Yılmaz , Özlem Kuvat
Published: 2023 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.1296479
FAVORITE 0 TOTAL DOWNLOAD COUNT 1904

0

1904

Applications of Internet of Things Technology in Logistics Activities and Its Effects on Productivity
Authors: Ümit Yılmaz , Özlem Kuvat
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1004953
FAVORITE 0 TOTAL DOWNLOAD COUNT 5124

0

5124

Detecting Emotional Reactions Expressed by People on Social Networks during COVID-19 by Natural Language Processing Methods: The Ekşi Sözlük Example
Authors: Atınç Yılmaz , Ali Yurdun Orbak , Ümit Yılmaz , Erol Özçekiç
Published: 2021 , Acta Infologica
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1391

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1391

USAGE AREAS OF UNMANNED AERIAL VEHICLES IN HUMANITARIAN LOGISTICS ACTIVITIES
Authors: Ümit Yılmaz
Published: 2019 , Türkiye Mesleki ve Sosyal Bilimler Dergisi
DOI: 10.46236/jovosst.623075
FAVORITE 0 TOTAL DOWNLOAD COUNT 2610

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2610

XU30 INDEX PREDICTION WITH DEEP LEARNING ARCHITECTURES
Authors: Şakir Sakarya , Ümit Yılmaz
Published: 2019 , European Journal of Educational and Social Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2652

0

2652

An Overview on the Concept of Logistics 4.0 Concept: Development and Change from Past to Present
Authors: Ümit Yılmaz , Bülent Duman
Published: 2019 , Bilecik Şeyh Edebali University Journal of Social Science
DOI: 10.33905/bseusbed.465962
FAVORITE 0 TOTAL DOWNLOAD COUNT 14672

0

14672

An Overview on the Concept of Logistics 4.0 Concept: Development and Change from Past to Present
Authors: Ümit Yılmaz , Bülent Duman
Published: 2019 , Uluslararası İnsan Çalışmaları Dergisi
DOI: 10.35235/uicd.464839
FAVORITE 0 TOTAL DOWNLOAD COUNT 2304

0

2304

A FUZZY LOGIC MODEL PURPOSING EVALUATION OF TRANSPORTATION MANAGEMENT
Authors: Ümit Yılmaz , Erol Özçekiç
Published: 2018 , Uluslararası Afro-Avrasya Araştırmaları Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 847

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847

Articles published in
Acta Infologica
Acta Infologica
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balıkesir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
Balıkesir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
Bilecik Şeyh Edebali University Journal of Social Science
Bilecik Şeyh Edebali University Journal of Social Science
European Journal of Educational and Social Sciences
European Journal of Educational and Social Sciences
InTraders International Trade Academic Journal
InTraders International Trade Academic Journal
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Turkish Journal of Engineering Research and Education
Turkish Journal of Engineering Research and Education
Turkish Journal of Security Studies
Turkish Journal of Security Studies
Türkiye Mesleki ve Sosyal Bilimler Dergisi
Türkiye Mesleki ve Sosyal Bilimler Dergisi
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering
Uluslararası Afro-Avrasya Araştırmaları Dergisi
Uluslararası Afro-Avrasya Araştırmaları Dergisi
Uluslararası İnsan Çalışmaları Dergisi
Uluslararası İnsan Çalışmaları Dergisi

Reviews

Bilecik Şeyh Edebali University Journal of Social Science
Bilecik Şeyh Edebali University Journal of Social Science
Ege Academic Review
Ege Academic Review
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Sustainability, Management & Economics
Journal of Sustainability, Management & Economics
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Niğde Ömer Halisdemir Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Niğde Ömer Halisdemir Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Romaya Journal
Romaya Journal
Turkish Journal of Engineering Research and Education
Turkish Journal of Engineering Research and Education
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

INVESTIGATING THE EFFECT OF FEATURE SELECTION METHODS ON THE SUCCESS OF OVERALL EQUIPMENT EFFECTIVENESS PREDICTION
Authors: Ümit Yılmaz , Özlem Kuvat
Published: 2023 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.1296479
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1904

5

0

1904

Applications of Internet of Things Technology in Logistics Activities and Its Effects on Productivity
Authors: Ümit Yılmaz , Özlem Kuvat
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1004953
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 5124

3

0

5124

USAGE AREAS OF UNMANNED AERIAL VEHICLES IN HUMANITARIAN LOGISTICS ACTIVITIES
Authors: Ümit Yılmaz
Published: 2019 , Türkiye Mesleki ve Sosyal Bilimler Dergisi
DOI: 10.46236/jovosst.623075
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2610

7

0

2610

An Overview on the Concept of Logistics 4.0 Concept: Development and Change from Past to Present
Authors: Ümit Yılmaz , Bülent Duman
Published: 2019 , Bilecik Şeyh Edebali University Journal of Social Science
DOI: 10.33905/bseusbed.465962
CITED 15 FAVORITE 0 TOTAL DOWNLOAD COUNT 14672

15

0

14672

An Overview on the Concept of Logistics 4.0 Concept: Development and Change from Past to Present
Authors: Ümit Yılmaz , Bülent Duman
Published: 2019 , Uluslararası İnsan Çalışmaları Dergisi
DOI: 10.35235/uicd.464839
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2304

3

0

2304

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