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Fatih Kayaalp Assoc. Prof. DÜZCE ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ
Publication 14 Review 21 CrossRef Cited 74 TR Dizin Cited 6
14 Publication
21 Review
74 CrossRef Cited
6 TR Dizin Cited
0000-0002-8752-3335

Research Fields

Computer Software Information and Computing Sciences Computing Education Machine Learning (Other) Data Mining and Knowledge Discovery

Institution

DÜZCE ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

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

Android İşletim Sistemi Temelli Oryantiring Oyunu Mobil Uygulaması
Authors: Fatih Kayaalp , Ayşe Satılmış
Published: 2018 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 4136

0

1

4136

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

Publications

DEEP LEARNING APPROACHES IN PRECISION AGRICULTURE: A COMPREHENSIVE REVIEW OF CROP CLASSIFICATION, DISEASE DETECTION, AND WEED DETECTION TECHNIQUES
Authors: Ahmet Albayrak , Emre Can Kuran , Fatih Kayaalp
Published: 2025 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.1583103
FAVORITE 1 TOTAL DOWNLOAD COUNT 1671

1

1671

PERFORMANCE COMPARISON OF SMOTE-BASED MACHINE LEARNING MODELS ON UNBALANCED DATASETS: A STUDY ON DATE AND PISTACHIO FRUITS
Authors: Fatih Bal , Fatih Kayaalp
Published: 2025 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1597150
FAVORITE 0 TOTAL DOWNLOAD COUNT 668

0

668

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

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

Performance Comparison of Different Classification Algorithms and Text Representation Methods in Sentiment Analysis
Authors: Batuhan Cem Öğe , Fatih Kayaalp
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1015320
FAVORITE 0 TOTAL DOWNLOAD COUNT 1957

0

1957

Review of machine learning and deep learning models in agriculture
Authors: Fatih Bal , Fatih Kayaalp
Published: 2021 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.848458
FAVORITE 0 TOTAL DOWNLOAD COUNT 5455

0

5455

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

Performance Comparison of Association Rule Algorithms with SPMF on Automotive Industry Data
Authors: Melih Nair , Fatih Kayaalp
Published: 2019 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.581931
FAVORITE 0 TOTAL DOWNLOAD COUNT 1576

0

1576

Android İşletim Sistemi Temelli Oryantiring Oyunu Mobil Uygulaması
Authors: Fatih Kayaalp , Ayşe Satılmış
Published: 2018 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 4136

1

4136

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
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
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
Turkish Journal of Engineering
Turkish Journal of Engineering
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
Cybersecurity and Digital Economy Journal
Cybersecurity and Digital Economy Journal
Section Editor
Editorial Board Memberships
Cybersecurity and Digital Economy Journal
Cybersecurity and Digital Economy Journal

Reviews

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
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
Journal of Smart Systems Research
Journal of Smart Systems Research
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Engineering
Turkish Journal of Engineering
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

DEEP LEARNING APPROACHES IN PRECISION AGRICULTURE: A COMPREHENSIVE REVIEW OF CROP CLASSIFICATION, DISEASE DETECTION, AND WEED DETECTION TECHNIQUES
Authors: Ahmet Albayrak , Emre Can Kuran , Fatih Kayaalp
Published: 2025 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.1583103
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 1671

3

1

1671

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

Performance Comparison of Different Classification Algorithms and Text Representation Methods in Sentiment Analysis
Authors: Batuhan Cem Öğe , Fatih Kayaalp
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1015320
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1957

5

0

1957

Review of machine learning and deep learning models in agriculture
Authors: Fatih Bal , Fatih Kayaalp
Published: 2021 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.848458
CITED 25 FAVORITE 0 TOTAL DOWNLOAD COUNT 5455

25

0

5455

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

Performance Comparison of Association Rule Algorithms with SPMF on Automotive Industry Data
Authors: Melih Nair , Fatih Kayaalp
Published: 2019 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.581931
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1576

1

0

1576

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.