Ahmed İhsan Şimşek profile image
Ahmed İhsan Şimşek Asst. Prof. Dr. FIRAT ÜNİVERSİTESİ
Publication 20 Review 16 CrossRef Cited 29 TR Dizin Cited 15
20 Publication
16 Review
29 CrossRef Cited
15 TR Dizin Cited
0000-0002-2900-3032

Research Fields

Multiple Criteria Decision Making Decision Support and Group Support Systems Planning and Decision Making Time-Series Analysis Operations Research Quantitative Decision Methods Operations Research İn Mathematics

Institution

FIRAT ÜNİVERSİTESİ

Popular Publications

USE OF MACHINE LEARNING AND DEEP LEARNING METHODS IN HOUSING PRICE INDEX ESTIMATION: AN ANALYSIS ON ANKARA AND ISTANBUL
Authors: Ahmed İhsan Şimşek
Published: 2024 , Firat University Journal of Social Sciences
DOI: 10.18069/firatsbed.1401213
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 974

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2

974

TÜKETİCİ DAVRANIŞLARINI ANALİZ ETMEDE NÖROPAZARLAMA YÖNTEM VE ARAÇLARININ KULLANIMI
Authors: Atilla Yücel , Ahmed İhsan Şimşek
Published: 2018 , İnönü University International Journal of Social Sciences (INIJOSS)
DOI: -
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 6458

0

2

6458

Utilizing Multi-Criteria Decision-Making Techniques in the Selection of Electric Vehicles: An Analysis for the Turkish Electric Vehicle Market
Authors: Zeynep Kılıç , Ahmed İhsan Şimşek
Published: 2024 , Firat University International Journal of Economics and Administrative Sciences
DOI: 10.61524/fuuiibfdergi.1574901
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 1184

1

2

1184

Artificial Intelligence-Assisted Machine Learning Methods for Forecasting Green Bond Index: A Comparative Analysis
Authors: Yunus Emre Gür , Ahmed İhsan Şimşek , Emre Bulut
Published: 2024 , Journal of Research in Economics Politics and Finance
DOI: 10.30784/epfad.1495757
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2469

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1

2469

GREEN BOND INDEX PRICE FORECASTING: COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS
Authors: Seda İşgüzar , Eda Fendoğlu , Ahmed İhsan Şimşek , Muammer Türkoğlu
Published: 2024 , Marmara University Journal of Economic and Administrative Sciences
DOI: 10.14780/muiibd.1481251
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1758

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1

1758

Publications

Using Stacked Generalization Model in Stock Price Forecasting: A Comparative Analysis on BIST100 Index
Authors: Ahmed İhsan Şimşek
Published: 2025 , Fiscaoeconomia
DOI: 10.25295/fsecon.1444407
FAVORITE 0 TOTAL DOWNLOAD COUNT 1876

0

1876

GREEN BOND INDEX PRICE FORECASTING: COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS
Authors: Seda İşgüzar , Eda Fendoğlu , Ahmed İhsan Şimşek , Muammer Türkoğlu
Published: 2024 , Marmara University Journal of Economic and Administrative Sciences
DOI: 10.14780/muiibd.1481251
FAVORITE 1 TOTAL DOWNLOAD COUNT 1758

1

1758

PERFORMANCE COMPARISON OF MACHINE AND DEEP LEARNING METHODS IN USD/TRY EXCHANGE RATE FORECASTING
Authors: Ahmed İhsan Şimşek
Published: 2024 , Journal of Academic Approaches
DOI: 10.54688/ayd.1519303
FAVORITE 0 TOTAL DOWNLOAD COUNT 2831

0

2831

Artificial Intelligence-Assisted Machine Learning Methods for Forecasting Green Bond Index: A Comparative Analysis
Authors: Yunus Emre Gür , Ahmed İhsan Şimşek , Emre Bulut
Published: 2024 , Journal of Research in Economics Politics and Finance
DOI: 10.30784/epfad.1495757
FAVORITE 1 TOTAL DOWNLOAD COUNT 2469

1

2469

Utilizing Multi-Criteria Decision-Making Techniques in the Selection of Electric Vehicles: An Analysis for the Turkish Electric Vehicle Market
Authors: Zeynep Kılıç , Ahmed İhsan Şimşek
Published: 2024 , Firat University International Journal of Economics and Administrative Sciences
DOI: 10.61524/fuuiibfdergi.1574901
FAVORITE 2 TOTAL DOWNLOAD COUNT 1184

2

1184

Analysis of Health Statistics With Data Mining Techniques: Classifıcatıon of General Health Status Using Machine Learning Algorithms
Authors: Yunus Emre Gür , Kamil Abdullah Eşidir , Ahmed İhsan Şimşek
Published: 2024 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1491469
FAVORITE 1 TOTAL DOWNLOAD COUNT 2067

1

2067

Predicting Bitcoin Price: Comparative Analysis of Machine Learning and Deep Learning Models
Authors: Ahmed İhsan Şimşek
Published: 2024 , The Journal of Defense Sciences
DOI: 10.17134/khosbd.1394501
FAVORITE 0 TOTAL DOWNLOAD COUNT 2706

0

2706

FORECASTING CONSUMER PRICE INDEX USING MACROECONOMIC VARIABLES: A COMPARATIVE ANALYSIS OF MACHINE LEARNING AND DEEP LEARNING APPROACHES
Authors: Ahmed İhsan Şimşek
Published: 2024 , Bingöl University Journal of Social Sciences Institute
DOI: 10.29029/busbed.1394983
FAVORITE 0 TOTAL DOWNLOAD COUNT 1448

0

1448

Comparative Analysis of Machine and Deep Learning Methods in Estimating the Turkish Electricity Market Clearing Price
Authors: Ahmed İhsan Şimşek
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1473145
FAVORITE 0 TOTAL DOWNLOAD COUNT 898

0

898

Evaluation of Financial Performance of BIST Participation Banks: CAMELS and Multi-Criteria Decision Making (MCDM) Approach
Authors: Emre Bulut , Ahmed İhsan Şimşek
Published: 2024 , Alanya Academic Review
DOI: 10.29023/alanyaakademik.1511040
FAVORITE 0 TOTAL DOWNLOAD COUNT 1583

0

1583

USE OF MACHINE LEARNING AND DEEP LEARNING METHODS IN HOUSING PRICE INDEX ESTIMATION: AN ANALYSIS ON ANKARA AND ISTANBUL
Authors: Ahmed İhsan Şimşek
Published: 2024 , Firat University Journal of Social Sciences
DOI: 10.18069/firatsbed.1401213
FAVORITE 2 TOTAL DOWNLOAD COUNT 974

2

974

Nonlinear relationships between the participation index and key financial assets: A quantile regression analysis
Authors: Ahmed İhsan Şimşek , Emre Bulut
Published: 2024 , Academic Review of Economics and Administrative Sciences
DOI: 10.25287/ohuiibf.1341552
FAVORITE 0 TOTAL DOWNLOAD COUNT 932

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932

The Relationship Between the Stock Market Volatility, Liquidity, Exchange Rate Return, and Stock Return During the COVID-19 Period: The case of the BIST 100 Index
Authors: Emre Bulut , Ahmed İhsan Şimşek
Published: 2023 , Bingol University Journal of Economics and Administrative Sciences
DOI: 10.33399/biibfad.1222386
FAVORITE 0 TOTAL DOWNLOAD COUNT 2818

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2818

EVALUATION OF FINANCIAL PERFORMANCE OF SOME TECHNOLOGY COMPANIES TRADED IN BORSA ISTANBUL BY TOPSIS METHOD
Authors: Emre Bulut , Ahmed İhsan Şimşek
Published: 2022 , Firat University International Journal of Economics and Administrative Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1044

0

1044

A BIBLIOMETRIC ANALYSIS OF GREEN PRODUCTIVITY CONCEPT
Authors: Erdinc Koc , Ahmed İhsan Şimşek
Published: 2021 , The Journal of Business Science
DOI: 10.22139/jobs.958744
FAVORITE 0 TOTAL DOWNLOAD COUNT 1080

0

1080

Comparison of Total Factor Productivity of US Container Ports
Authors: Erdinc Koc , Beste Desticioğlu , Ahmed İhsan Şimşek
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.992850
FAVORITE 0 TOTAL DOWNLOAD COUNT 1397

0

1397

COMPARISON OF LOGISTIC PERFORMANCES OF AIRLINE COMPANIES USING ENTROPY AND TOPSIS METHODS
Authors: Mustafa Deste , Ahmed İhsan Şimşek
Published: 2019 , Journal of Management and Economics Research
DOI: 10.11611/yead.483926
FAVORITE 0 TOTAL DOWNLOAD COUNT 2133

0

2133

MEASURING CONSUMER BRAND PERCEPTIONS IN TERMS OF NEUROMARKETING BY USING THE EEG METHOD: AN EXPERIMENTAL STUDY ON THE AUTOMOTIVE INDUSTRY
Authors: Atilla Yücel , Ahmed İhsan Şimşek
Published: 2019 , Avrasya Sosyal ve Ekonomi Araştırmaları Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1802

1

1802

Financial Failure Estimation with Logistic Regression Model: A Study on Technology Sector Companies Treated in BIST
Authors: Emre Bulut , Ahmed İhsan Şimşek
Published: 2018 , Journal of Social Sciences of Mus Alparslan University
DOI: 10.18506/anemon.452622
FAVORITE 0 TOTAL DOWNLOAD COUNT 1355

0

1355

TÜKETİCİ DAVRANIŞLARINI ANALİZ ETMEDE NÖROPAZARLAMA YÖNTEM VE ARAÇLARININ KULLANIMI
Authors: Atilla Yücel , Ahmed İhsan Şimşek
Published: 2018 , İnönü University International Journal of Social Sciences (INIJOSS)
DOI: -
FAVORITE 2 TOTAL DOWNLOAD COUNT 6458

2

6458

Articles published in
Academic Review of Economics and Administrative Sciences
Academic Review of Economics and Administrative Sciences
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Alanya Academic Review
Alanya Academic Review
Avrasya Sosyal ve Ekonomi Araştırmaları Dergisi
Avrasya Sosyal ve Ekonomi Araştırmaları Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bingol University Journal of Economics and Administrative Sciences
Bingol University Journal of Economics and Administrative Sciences
Bingöl University Journal of Social Sciences Institute
Bingöl University Journal of Social Sciences Institute
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University International Journal of Economics and Administrative Sciences
Firat University International Journal of Economics and Administrative Sciences
Firat University Journal of Social Sciences
Firat University Journal of Social Sciences
Fiscaoeconomia
Fiscaoeconomia
İnönü University International Journal of Social Sciences (INIJOSS)
İnönü University International Journal of Social Sciences (INIJOSS)
Journal of Academic Approaches
Journal of Academic Approaches
Journal of Management and Economics Research
Journal of Management and Economics Research
Journal of Research in Economics Politics and Finance
Journal of Research in Economics Politics and Finance
Journal of Social Sciences of Mus Alparslan University
Journal of Social Sciences of Mus Alparslan University
Marmara University Journal of Economic and Administrative Sciences
Marmara University Journal of Economic and Administrative Sciences
The Journal of Business Science
The Journal of Business Science
The Journal of Defense Sciences
The Journal of Defense Sciences
Editorial Board Memberships
Firat University International Journal of Economics and Administrative Sciences
Firat University International Journal of Economics and Administrative Sciences

Reviews

Afyon Kocatepe University Journal of Economics and Administrative Sciences
Afyon Kocatepe University Journal of Economics and Administrative Sciences
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Firat University International Journal of Economics and Administrative Sciences
Firat University International Journal of Economics and Administrative Sciences
Firat University Journal of Social Sciences
Firat University Journal of Social Sciences
Gazi University Journal of Science
Gazi University Journal of Science
International Journal of Automotive Engineering and Technologies
International Journal of Automotive Engineering and Technologies
JOEEP: Journal of Emerging Economies and Policy
JOEEP: Journal of Emerging Economies and Policy
Journal of Academic Approaches
Journal of Academic Approaches
Journal of Management and Economics Research
Journal of Management and Economics Research
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Mathematical Modelling and Numerical Simulation with Applications
Mathematical Modelling and Numerical Simulation with Applications
The International Journal of Economic and Social Research
The International Journal of Economic and Social Research
The Journal of Defense Sciences
The Journal of Defense Sciences

Publications

Using Stacked Generalization Model in Stock Price Forecasting: A Comparative Analysis on BIST100 Index
Authors: Ahmed İhsan Şimşek
Published: 2025 , Fiscaoeconomia
DOI: 10.25295/fsecon.1444407
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1876

3

0

1876

PERFORMANCE COMPARISON OF MACHINE AND DEEP LEARNING METHODS IN USD/TRY EXCHANGE RATE FORECASTING
Authors: Ahmed İhsan Şimşek
Published: 2024 , Journal of Academic Approaches
DOI: 10.54688/ayd.1519303
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2831

1

0

2831

Utilizing Multi-Criteria Decision-Making Techniques in the Selection of Electric Vehicles: An Analysis for the Turkish Electric Vehicle Market
Authors: Zeynep Kılıç , Ahmed İhsan Şimşek
Published: 2024 , Firat University International Journal of Economics and Administrative Sciences
DOI: 10.61524/fuuiibfdergi.1574901
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 1184

1

2

1184

Analysis of Health Statistics With Data Mining Techniques: Classifıcatıon of General Health Status Using Machine Learning Algorithms
Authors: Yunus Emre Gür , Kamil Abdullah Eşidir , Ahmed İhsan Şimşek
Published: 2024 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1491469
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2067

2

1

2067

Predicting Bitcoin Price: Comparative Analysis of Machine Learning and Deep Learning Models
Authors: Ahmed İhsan Şimşek
Published: 2024 , The Journal of Defense Sciences
DOI: 10.17134/khosbd.1394501
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2706

2

0

2706

FORECASTING CONSUMER PRICE INDEX USING MACROECONOMIC VARIABLES: A COMPARATIVE ANALYSIS OF MACHINE LEARNING AND DEEP LEARNING APPROACHES
Authors: Ahmed İhsan Şimşek
Published: 2024 , Bingöl University Journal of Social Sciences Institute
DOI: 10.29029/busbed.1394983
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1448

1

0

1448

Comparative Analysis of Machine and Deep Learning Methods in Estimating the Turkish Electricity Market Clearing Price
Authors: Ahmed İhsan Şimşek
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1473145
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 898

1

0

898

Evaluation of Financial Performance of BIST Participation Banks: CAMELS and Multi-Criteria Decision Making (MCDM) Approach
Authors: Emre Bulut , Ahmed İhsan Şimşek
Published: 2024 , Alanya Academic Review
DOI: 10.29023/alanyaakademik.1511040
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1583

4

0

1583

A BIBLIOMETRIC ANALYSIS OF GREEN PRODUCTIVITY CONCEPT
Authors: Erdinc Koc , Ahmed İhsan Şimşek
Published: 2021 , The Journal of Business Science
DOI: 10.22139/jobs.958744
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1080

3

0

1080

Comparison of Total Factor Productivity of US Container Ports
Authors: Erdinc Koc , Beste Desticioğlu , Ahmed İhsan Şimşek
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.992850
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1397

3

0

1397

COMPARISON OF LOGISTIC PERFORMANCES OF AIRLINE COMPANIES USING ENTROPY AND TOPSIS METHODS
Authors: Mustafa Deste , Ahmed İhsan Şimşek
Published: 2019 , Journal of Management and Economics Research
DOI: 10.11611/yead.483926
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 2133

6

0

2133

Financial Failure Estimation with Logistic Regression Model: A Study on Technology Sector Companies Treated in BIST
Authors: Emre Bulut , Ahmed İhsan Şimşek
Published: 2018 , Journal of Social Sciences of Mus Alparslan University
DOI: 10.18506/anemon.452622
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1355

2

0

1355

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.