avatar
Muhammet Sinan Başarslan Asst. Prof. Dr. İSTANBUL MEDENİYET ÜNİVERSİTESİ
Publication 16 Review 64 CrossRef Cited 44 TR Dizin Cited 4
16 Publication
64 Review
44 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 3974

0

1

3974

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 2371

0

1

2371

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 2960

0

1

2960

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 1919

1

1

1919

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 16 FAVORITE 1 TOTAL DOWNLOAD COUNT 3976

16

1

3976

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 275

0

275

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 844

0

844

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 806

0

806

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 883

1

883

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 558

0

558

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 858

1

858

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 983

1

983

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 1547

1

1547

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 909

1

909

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 1335

1

1335

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 2987

1

2987

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 3976

1

3976

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 2960

1

2960

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 1919

1

1919

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 2371

1

2371

TELEMETRY
Authors: Muhammet Sinan Başarslan , Fatih Kayaalp , Fatih Çelik
Published: 2016 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 3974

1

3974

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
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
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 844

1

0

844

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 806

1

0

806

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 1547

2

1

1547

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 1335

9

1

1335

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 2987

14

1

2987

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 16 FAVORITE 1 TOTAL DOWNLOAD COUNT 3976

16

1

3976

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 1919

1

1

1919

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. : Click to get information about the DergiPark User Badge.