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Muhammet Sinan Başarslan Asst. Prof. Dr. İSTANBUL MEDENİYET ÜNİVERSİTESİ
Publication 16 Review 62 CrossRef Cited 43 TR Dizin Cited 4
16 Publication
62 Review
43 CrossRef Cited
4 TR Dizin Cited
0000-0002-7996-9169
57203003458

Research Fields

Image Processing Natural Language Processing Big Data Computer Software

Institution

İSTANBUL MEDENİYET ÜNİVERSİTESİ

Popular Publications

TELEMETRY
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp , Fatih Çelik
Published: 2016 , Duzce University Journal of Science and Technology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 3902

0

1

3902

A Web-based Customer Churn Analysis Study With Shiny On R
Authors: Fatih Kayaalp , Muhammet Sinan Başarslan
Published: 2017 , Duzce University Journal of Science and Technology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2312

0

1

2312

Open Source Data Mining Programs: A Case Study on R
Authors: Fatih Kayaalp , Muhammet Sinan Başarslan
Published: 2018 , Duzce University Journal of Science and Technology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2886

0

1

2886

Data Mining Through Data Visualization: A Case Study on Predicting Churners on Telecomunications Data Set
Authors: Muhammet Sinan Basarslan , Fatih Kayaalp
Published: 2018 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.410243
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1815

1

1

1815

Sentiment Analysis on Social Media Reviews Datasets with Deep Learning Approach
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.833026
CITED 15 FAVORITE 1 TOTAL DOWNLOAD COUNT 3833

15

1

3833

Publications

IoT Based Air Cleanliness Monitor: A Study on the Case of İstanbul Ümraniye
Authors: Muhammet Sinan Başarslan , Mehmet Arslan
Published: 2026 , Düzce University Journal of Technical Sciences
DOI: 10.70081/duted.1848891
FAVORITE 0 TOTAL DOWNLOAD COUNT 174

0

174

The effect of text representation and model selection on classification performance: A comprehensive comparison of TF-IDF, Bow and Transformer-based methods on the Covid19-FNIR dataset
Authors: Muhammet Sinan Başarslan , Fatih Bal
Published: 2025 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1694988
FAVORITE 0 TOTAL DOWNLOAD COUNT 766

0

766

Performance Comparison of Traditional and Contextual Representations for Cryptocurrency Sentiment Analysis on Twitter
Authors: Melisa Ateş , Muhammet Sinan Başarslan
Published: 2025 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1673097
FAVORITE 0 TOTAL DOWNLOAD COUNT 713

0

713

A Novel and Robust LSTM Model for Customer Churn Analysis Using Deep, Machine Learning, and Ensemble Learning: A Telecommunications Case
Authors: Muhammet Sinan Başarslan , Aslıhan Ünal , Fatih Kayaalp
Published: 2025 , Acta Infologica
DOI: 10.26650/acin.1584030
FAVORITE 1 TOTAL DOWNLOAD COUNT 817

1

817

Hate Speech Classification with Machine Learning and Ensemble Learning
Authors: Hüsnü Baran , Muhammet Sinan Başarslan
Published: 2025 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 483

0

483

Oral Cancer Classification with CNN Based State-of-the-art Transfer Learning Methods
Authors: Kaan Gümele , Muhammet Sinan Başarslan
Published: 2025 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1528581
FAVORITE 1 TOTAL DOWNLOAD COUNT 790

1

790

The Effect of Various Text Representation Methods for Sentiment Analysis on Movie Review Data with Different Machine Learning Methods
Authors: Veysel Göç , Muhammet Sinan Başarslan
Published: 2024 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1498509
FAVORITE 1 TOTAL DOWNLOAD COUNT 908

1

908

Classification of Traffic Signs Using Transfer Learning Methods
Authors: Ömer Aykılıç , Muhammet Sinan Başarslan , Fatih Bal
Published: 2024 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1420978
FAVORITE 1 TOTAL DOWNLOAD COUNT 1463

1

1463

Classification of fake news using machine learning and deep learning
Authors: Muhammed Baki Çakı , Muhammet Sinan Başarslan
Published: 2024 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 829

1

829

Sentiment analysis of coronavirus data with ensemble and machine learning methods
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2024 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1352481
FAVORITE 1 TOTAL DOWNLOAD COUNT 1261

1

1261

Sentiment analysis with ensemble and machine learning methods in multi-domain datasets
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2023 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1079698
FAVORITE 1 TOTAL DOWNLOAD COUNT 2915

1

2915

Sentiment Analysis on Social Media Reviews Datasets with Deep Learning Approach
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.833026
FAVORITE 1 TOTAL DOWNLOAD COUNT 3833

1

3833

Open Source Data Mining Programs: A Case Study on R
Authors: Fatih Kayaalp , Muhammet Sinan Başarslan
Published: 2018 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2886

1

2886

Data Mining Through Data Visualization: A Case Study on Predicting Churners on Telecomunications Data Set
Authors: Muhammet Sinan Basarslan , Fatih Kayaalp
Published: 2018 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.410243
FAVORITE 1 TOTAL DOWNLOAD COUNT 1815

1

1815

A Web-based Customer Churn Analysis Study With Shiny On R
Authors: Fatih Kayaalp , Muhammet Sinan Başarslan
Published: 2017 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2312

1

2312

TELEMETRY
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp , Fatih Çelik
Published: 2016 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 3902

1

3902

Articles published in
Acta Infologica
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Düzce University Journal of Technical Sciences
Düzce University Journal of Technical Sciences
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Engineering
Turkish Journal of Engineering
Veri Bilimi
Veri Bilimi
Editorial Board Memberships
Journal of Emerging Computer Technologies
Journal of Emerging Computer Technologies

Reviews

Acta Infologica
Acta Infologica
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Düzce University Journal of Technical Sciences
Düzce University Journal of Technical Sciences
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Haliç Üniversitesi Fen Bilimleri Dergisi
Haliç Üniversitesi Fen Bilimleri Dergisi
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of New Findings in Engineering, Science and Technology
International Journal of New Findings in Engineering, Science and Technology
Journal of AI
Journal of AI
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Journal of Emerging Computer Technologies
Journal of Emerging Computer Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Metaverse
Journal of Metaverse
Journal of Polytechnic
Journal of Polytechnic
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Transactions on Computer Science and Applications
Transactions on Computer Science and Applications
Turizm Ekonomi ve İşletme Araştırmaları Dergisi
Turizm Ekonomi ve İşletme Araştırmaları Dergisi
Turkish Journal of Engineering
Turkish Journal of Engineering

Publications

The effect of text representation and model selection on classification performance: A comprehensive comparison of TF-IDF, Bow and Transformer-based methods on the Covid19-FNIR dataset
Authors: Muhammet Sinan Başarslan , Fatih Bal
Published: 2025 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1694988
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 766

1

0

766

Performance Comparison of Traditional and Contextual Representations for Cryptocurrency Sentiment Analysis on Twitter
Authors: Melisa Ateş , Muhammet Sinan Başarslan
Published: 2025 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1673097
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 713

1

0

713

Classification of Traffic Signs Using Transfer Learning Methods
Authors: Ömer Aykılıç , Muhammet Sinan Başarslan , Fatih Bal
Published: 2024 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1420978
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1463

2

1

1463

Sentiment analysis of coronavirus data with ensemble and machine learning methods
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2024 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1352481
CITED 9 FAVORITE 1 TOTAL DOWNLOAD COUNT 1261

9

1

1261

Sentiment analysis with ensemble and machine learning methods in multi-domain datasets
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2023 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1079698
CITED 14 FAVORITE 1 TOTAL DOWNLOAD COUNT 2915

14

1

2915

Sentiment Analysis on Social Media Reviews Datasets with Deep Learning Approach
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.833026
CITED 15 FAVORITE 1 TOTAL DOWNLOAD COUNT 3833

15

1

3833

Data Mining Through Data Visualization: A Case Study on Predicting Churners on Telecomunications Data Set
Authors: Muhammet Sinan Basarslan , Fatih Kayaalp
Published: 2018 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.410243
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1815

1

1

1815

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