Ramazan Ünlü profile image
Ramazan Ünlü Assoc. Prof. Dr. ABDULLAH GÜL ÜNİVERSİTESİ
Publication 14 Review 11 CrossRef Cited 55 TR Dizin Cited 11
14 Publication
11 Review
55 CrossRef Cited
11 TR Dizin Cited
0000-0002-1201-195X

Research Fields

Decision Support and Group Support Systems Artificial Intelligence Machine Learning Planning and Decision Making

Institution

ABDULLAH GÜL ÜNİVERSİTESİ

Popular Publications

A Review on Drought Analysis Studies in Turkey
Authors: Yasemin Deniz Öztürk , Ramazan Ünlü
Published: 2022 , Afet ve Risk Dergisi
DOI: 10.35341/afet.1124880
CITED 11 FAVORITE 3 TOTAL DOWNLOAD COUNT 7556

11

3

7556

Predicting Stock Prices Using Machine Learning Methods and Deep Learning Algorithms: The Sample of the Istanbul Stock Exchange
Authors: Uğur Demirel , Handan Çam , Ramazan Ünlü
Published: 2021 , Gazi University Journal of Science
DOI: 10.35378/gujs.679103
CITED 17 FAVORITE 1 TOTAL DOWNLOAD COUNT 3996

17

1

3996

The Role of Artificial Intelligence in Productivity: A Case Study of Wine Quality Prediction
Authors: Ramazan Ünlü
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.773736
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 990

0

1

990

Publications

A Systematic Review of Symbolic Aggregate Approximation (SAX)
Authors: Mehmet Eren Nalici , İsmet Soylemez , Ramazan Ünlü
Published: 2026 , Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
DOI: 10.31801/cfsuasmas.1698467
FAVORITE 0 TOTAL DOWNLOAD COUNT 137

0

137

Fluctuations in the European Housing Market: Forecasting the House Price Index Change with Time-Series Models
Authors: İsmet Soylemez , Mehmet Eren Nalici , Ramazan Ünlü
Published: 2026 , Journal of Polytechnic
DOI: 10.2339/politeknik.1724043
FAVORITE 0 TOTAL DOWNLOAD COUNT 564

0

564

Forecasting the Consumer Price Index in Türkiye Using Machine Learning Models: A Comparative Analysis
Authors: Mehmet Eren Nalici , İsmet Soylemez , Ramazan Ünlü
Published: 2025 , Gazi University Journal of Science
DOI: 10.35378/gujs.1558496
FAVORITE 0 TOTAL DOWNLOAD COUNT 996

0

996

Resume Screening With Natural Language Processing (NLP)
Authors: Mehtap Saatci , Rukiye Kaya , Ramazan Ünlü
Published: 2024 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.1536577
FAVORITE 0 TOTAL DOWNLOAD COUNT 14380

0

14380

Türkiye'de Tahıl Üretiminin Tahminlemesi: Karşılaştırmalı Analiz
Authors: Mehmet Eren Nalici , İsmet Soylemez , Ramazan Ünlü
Published: 2024 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1335

0

1335

Determination of Drought and Wet Periods of the Black Sea Region Using SPI Method
Authors: Yasemin Deniz Öztürk , Ramazan Ünlü
Published: 2024 , Journal of Natural Hazards and Environment
DOI: 10.21324/dacd.1383857
FAVORITE 0 TOTAL DOWNLOAD COUNT 1330

0

1330

Symbolic Aggregate Approximation-Based Clustering of Monthly Natural Gas Consumption
Authors: Mehmet Eren Nalici , İsmet Soylemez , Ramazan Ünlü
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1395411
FAVORITE 0 TOTAL DOWNLOAD COUNT 577

0

577

A Review on Drought Analysis Studies in Turkey
Authors: Yasemin Deniz Öztürk , Ramazan Ünlü
Published: 2022 , Afet ve Risk Dergisi
DOI: 10.35341/afet.1124880
FAVORITE 3 TOTAL DOWNLOAD COUNT 7556

3

7556

Predicting Stock Prices Using Machine Learning Methods and Deep Learning Algorithms: The Sample of the Istanbul Stock Exchange
Authors: Uğur Demirel , Handan Çam , Ramazan Ünlü
Published: 2021 , Gazi University Journal of Science
DOI: 10.35378/gujs.679103
FAVORITE 1 TOTAL DOWNLOAD COUNT 3996

1

3996

The Role of Artificial Intelligence in Productivity: A Case Study of Wine Quality Prediction
Authors: Ramazan Ünlü
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.773736
FAVORITE 1 TOTAL DOWNLOAD COUNT 990

1

990

Classification of Historical Anatolian Coins with Machine Learning Algorithms
Authors: Ramazan Ünlü
Published: 2019 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.620095
FAVORITE 0 TOTAL DOWNLOAD COUNT 853

0

853

FİYAT TAHMİNLEMESİNDE MAKİNE ÖĞRENMESİ TEKNİKLERİ VE DOĞRUSAL REGRESYON YÖNTEMLERİNİN KIYASLANMASI; TÜRKİYE’DE SATILAN İKİNCİ EL ARAÇ FİYATLARININ TAHMİNLENMESİNE YÖNELİK BİR VAKA ÇALIŞMASI
Authors: Ersin Namlı , Ramazan Ünlü , Ecem Gül
Published: 2019 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.654952
FAVORITE 0 TOTAL DOWNLOAD COUNT 8042

0

8042

Reflections of Silent Revolution: The Great Picture of SWOT Analysis of the Metropolitan and Provincial Municipalities of Turkey by Text Mining
Authors: Orkun Demirbağ, Ramazan Ünlü
Published: 2019 , Gümüşhane University Journal of Social Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 966

0

966

A Comparative Study of Machine Learning and Deep Learning for Time Series Forecasting: A Case Study of Choosing the Best Prediction Model for Turkey Electricity Production
Authors: Ramazan Ünlü
Published: 2019 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.494396
FAVORITE 0 TOTAL DOWNLOAD COUNT 2515

0

2515

Articles published in
Afet ve Risk Dergisi
Afet ve Risk Dergisi
Alphanumeric Journal
Alphanumeric Journal
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
Gümüşhane University Journal of Social Sciences
Gümüşhane University Journal of Social Sciences
Journal of Natural Hazards and Environment
Journal of Natural Hazards and Environment
Journal of Polytechnic
Journal of Polytechnic
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Editorship
Global Journal of Economics and Business Studies
Global Journal of Economics and Business Studies
Section Editor
The Journal of International Scientific Researches
The Journal of International Scientific Researches
Section Editor
Editorial Board Memberships
The Journal of International Scientific Researches
The Journal of International Scientific Researches

Reviews

Alphanumeric Journal
Alphanumeric Journal
El-Cezeri
El-Cezeri
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Social Sciences
Gümüşhane University Journal of Social Sciences
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Journal of Information Technologies
Journal of Information Technologies
The Journal of International Scientific Researches
The Journal of International Scientific Researches

Publications

Resume Screening With Natural Language Processing (NLP)
Authors: Mehtap Saatci , Rukiye Kaya , Ramazan Ünlü
Published: 2024 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.1536577
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 14380

2

0

14380

Determination of Drought and Wet Periods of the Black Sea Region Using SPI Method
Authors: Yasemin Deniz Öztürk , Ramazan Ünlü
Published: 2024 , Journal of Natural Hazards and Environment
DOI: 10.21324/dacd.1383857
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1330

3

0

1330

Symbolic Aggregate Approximation-Based Clustering of Monthly Natural Gas Consumption
Authors: Mehmet Eren Nalici , İsmet Soylemez , Ramazan Ünlü
Published: 2024 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1395411
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 577

2

0

577

A Review on Drought Analysis Studies in Turkey
Authors: Yasemin Deniz Öztürk , Ramazan Ünlü
Published: 2022 , Afet ve Risk Dergisi
DOI: 10.35341/afet.1124880
CITED 11 FAVORITE 3 TOTAL DOWNLOAD COUNT 7556

11

3

7556

Predicting Stock Prices Using Machine Learning Methods and Deep Learning Algorithms: The Sample of the Istanbul Stock Exchange
Authors: Uğur Demirel , Handan Çam , Ramazan Ünlü
Published: 2021 , Gazi University Journal of Science
DOI: 10.35378/gujs.679103
CITED 17 FAVORITE 1 TOTAL DOWNLOAD COUNT 3996

17

1

3996

Classification of Historical Anatolian Coins with Machine Learning Algorithms
Authors: Ramazan Ünlü
Published: 2019 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.620095
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 853

3

0

853

FİYAT TAHMİNLEMESİNDE MAKİNE ÖĞRENMESİ TEKNİKLERİ VE DOĞRUSAL REGRESYON YÖNTEMLERİNİN KIYASLANMASI; TÜRKİYE’DE SATILAN İKİNCİ EL ARAÇ FİYATLARININ TAHMİNLENMESİNE YÖNELİK BİR VAKA ÇALIŞMASI
Authors: Ersin Namlı , Ramazan Ünlü , Ecem Gül
Published: 2019 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.654952
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 8042

10

0

8042

A Comparative Study of Machine Learning and Deep Learning for Time Series Forecasting: A Case Study of Choosing the Best Prediction Model for Turkey Electricity Production
Authors: Ramazan Ünlü
Published: 2019 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.494396
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2515

7

0

2515

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.