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Muhammet Sinan Başarslan
Asst. Prof. Dr.
İSTANBUL MEDENİYET ÜNİVERSİTESİ
Publication
15
Review
54
CrossRef Cited
39
TR Dizin Cited
4
15
Publication
54
Review
39
CrossRef Cited
4
TR Dizin Cited
0000-0002-7996-9169
57203003458
Follow
Following
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Summary
Publications
Peer Review
Cited
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
3830
0
CITED
1
FAVORITE
3830
TOTAL DOWNLOAD COUNT
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
2249
0
CITED
1
FAVORITE
2249
TOTAL DOWNLOAD COUNT
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
2794
0
CITED
1
FAVORITE
2794
TOTAL DOWNLOAD COUNT
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
1701
1
CITED
1
FAVORITE
1701
TOTAL DOWNLOAD COUNT
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
3663
15
CITED
1
FAVORITE
3663
TOTAL DOWNLOAD COUNT
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
FAVORITE
0
TOTAL DOWNLOAD COUNT
633
0
FAVORITE
633
TOTAL DOWNLOAD COUNT
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
532
0
FAVORITE
532
TOTAL DOWNLOAD COUNT
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
668
1
FAVORITE
668
TOTAL DOWNLOAD COUNT
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
395
0
FAVORITE
395
TOTAL DOWNLOAD COUNT
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
718
1
FAVORITE
718
TOTAL DOWNLOAD COUNT
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
811
1
FAVORITE
811
TOTAL DOWNLOAD COUNT
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
1343
1
FAVORITE
1343
TOTAL DOWNLOAD COUNT
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
750
1
FAVORITE
750
TOTAL DOWNLOAD COUNT
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
1153
1
FAVORITE
1153
TOTAL DOWNLOAD COUNT
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
2787
1
FAVORITE
2787
TOTAL DOWNLOAD COUNT
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
3663
1
FAVORITE
3663
TOTAL DOWNLOAD COUNT
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
2794
1
FAVORITE
2794
TOTAL DOWNLOAD COUNT
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
1701
1
FAVORITE
1701
TOTAL DOWNLOAD COUNT
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
2249
1
FAVORITE
2249
TOTAL DOWNLOAD COUNT
TELEMETRY
Authors:
Muhammet Sinan Başarslan
,
Fatih Kayaalp
,
Fatih Çelik
Published: 2016 ,
Duzce University Journal of Science and Technology
DOI: -
FAVORITE
1
TOTAL DOWNLOAD COUNT
3830
1
FAVORITE
3830
TOTAL DOWNLOAD COUNT
Articles published in
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Balkan Journal of Electrical and Computer Engineering
Black Sea Journal of Engineering and Science
Duzce University Journal of Science and Technology
Gazi University Journal of Science Part C: Design and Technology
Journal of Artificial Intelligence and Data Science
Nigde Omer Halisdemir University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Engineering
Veri Bilimi
Editorial Board Memberships
Journal of Emerging Computer Technologies
Reviews
Acta Infologica
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Black Sea Journal of Engineering and Science
Celal Bayar University Journal of Science
Duzce University Journal of Science and Technology
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Gazi University Journal of Science Part C: Design and Technology
Haliç Üniversitesi Fen Bilimleri Dergisi
İstanbul Commerce University Journal of Science
International Advanced Researches and Engineering Journal
International Journal of New Findings in Engineering, Science and Technology
Journal of AI
Journal of Artificial Intelligence and Data Science
Journal of Emerging Computer Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Metaverse
Journal of Polytechnic
Konya Journal of Engineering Sciences
Turizm Ekonomi ve İşletme Araştırmaları Dergisi
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
633
1
CITED
0
FAVORITE
633
TOTAL DOWNLOAD COUNT
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
532
1
CITED
0
FAVORITE
532
TOTAL DOWNLOAD COUNT
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
1343
2
CITED
1
FAVORITE
1343
TOTAL DOWNLOAD COUNT
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
7
FAVORITE
1
TOTAL DOWNLOAD COUNT
1153
7
CITED
1
FAVORITE
1153
TOTAL DOWNLOAD COUNT
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
12
FAVORITE
1
TOTAL DOWNLOAD COUNT
2787
12
CITED
1
FAVORITE
2787
TOTAL DOWNLOAD COUNT
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
3663
15
CITED
1
FAVORITE
3663
TOTAL DOWNLOAD COUNT
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
1701
1
CITED
1
FAVORITE
1701
TOTAL DOWNLOAD COUNT