Muhammet Sinan BAŞARSLAN

Uluslararası Hakemli Dergilerde Yayınlanan Makaleler

• Basarslan, M.S M-C&M-BL: A Novel Classification Model For Brain Tumor Classification: Multi-CNN And Multi-BiLSTM , Journal of Supercomputing 2025 Kabul edildi

• Gümele, K., Basarslan, M.S Oral Cancer Classification with CNN Based State-of-the-art Transfer Learning Methods , Black Sea Journal of Engineering and Science 2025

• Çakı, M.B., Basarslan, M.S Classification of fake news using machine learning and deep learning , Journal of Artificial Intelligence and Data Science 2024

• Mustafa Umut Etli, Basarslan, M.S Eyüp Varol, Hüseyin Sarikaya, Yunus Emre Çakici, Gonca Gül Öndüç, BAL Fatih, Ali Erhan Kayalar, Ömer Aykiliç Evaluating Deep Learning Techniques for Detecting Aneurysmal Subarachnoid Hemorrhage: A Comparative Analysis of Convolutional Neural Network and Transfer Learning Models , World Neurosurgery 2024

• Basarslan, M.S , & Kayaalp, F. Sentiment analysis of coronavirus data with ensemble and machine learning methods , TUJE: Turkish Journal of Engineering 8(2), 175-185, 2024

• Khalili, M.Z., & Basarslan, M.S Brain tumor detection from images and comparison with transfer learning methods and 3-layer CNN , Scientific Reports, 14, 2664, 2024

• Basarslan, M.S , & Kayaalp, F. Sentiment analysis using a deep ensemble learning model , Multimedia Tools and Applications, 83 (14), 42207–42231, 2024

• Basarslan, M.S , & Kayaalp, F. MBi-GRUMCONV: A novel Multi Bi-GRU and Multi CNN-Based deep learning model for social media sentiment analysis , Journal of Cloud Computing, 12, 5, 2023.

• Basarslan, M.S , & Kayaalp, F. Sentiment analysis with ensemble and machine learning methods in multi-domain datasets , TUJE: Turkish Journal of Engineering 7(2), 141-148, 2023

• Basarslan, M.S , & Kayaalp, F. Sentiment analysis with machine learning methods on social media , ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 9(3), 5-15, 2020

Uluslararası Kitap

• Basarslan, M.S (2023). Turizmde Büyük Veri Detay Yayıncılık, Ankara.

Uluslararası Kitap içi Bölümler

1. Basarslan, M.S ,& Kayaalp, F. (2021). Performance Evaluation of Classification Algorithms on Diagnosis of Breast Cancer and Skin Disease In    Deep Learning for Cancer Diagnosis   (pp. 27-35). Springer, Singapore.

2. Basarslan, M.S (2023). Yapay Zeka Yönetimi ve Bir Büyük Veri Uygulaması In   Turizmde Büyük Veri   (pp. 12-26). Detay Yayıncılık, Cham.

3. Basarslan, M.S ,& Bakir, H. & Yücedağ, İ. (2020). Fuzzy Logic and Correlation-Based Hybrid Classification on Hepatitis Disease Data Set In   Lecture Notes on Data Engineering and Communications Technologies   (pp. 787-800). Springer, Cham.

4. Basarslan, M.S ,& Düzdar, İ. (2020). Prediction of Potential Bank Customers: Application on Data Mining In   Lecture Notes on Data Engineering and Communications Technologies   (pp. 96-106). Springer, Cham.

5. Basarslan, M.S ,& Kayaalp, F. (2020). Classification Performance Evaluation on Diagnosis of Breast Cancer In   Lecture Notes on Data Engineering and Communications Technologies   (pp. 237-245). Springer, Cham.

Ulusal Hakemli Dergilerde Yayınlanan Makaleler

• Veysel, GÖÇ., Basarslan, M.S The Effect of Various Text Representation Methods for Sentiment Analysis on Movie Review Data with Different Machine Learning Methods Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji

• AYKILIÇ, Ö., Basarslan, M.S , & Bal, F. Classification of Traffic Signs Using Transfer Learning Methods Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi

Basarslan, M.S ,& Kayaalp, F. (2021). Sentiment Analysis on Social Media Reviews Datasets with Deep Learning Approach . Sakarya University Journal of Computer and Information Sciences, 2021, 35-49.

• Basarslan, M.S ,& Kayaalp, F. (2018). Open Source Data Mining Programs: A Case Study on R . Duzce University Journal of Science and Technology, 6 (2), 2018, 455-468.

• Basarslan, M.S ,& Kayaalp, F. (2018). Data Mining Through Data Visualization: A Case Study on Predicting Churners on Telecomunications Data Set . Balkan Journal of Electrical and Computer Engineering, 6, 2018, 42-45.

• Basarslan, M.S ,& Kayaalp, F., Çelik F.,(2016). Kısa Mesafe RF Algılayıcı ile Telemetri Uygulaması . Duzce University Journal of Science and Technology, 4 (2), 2016, 727-733.

Uluslararası Bilimsel Konferanslarda Sunulan Bildiriler

• Koç, H.E.,Başarslan, M.S., &CANLI, H. (2024). VR-Based Promotion and Training of Electric Vehicles . In 8th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) , Ankara, Türkiye.

• M. M. Alnaddaf ,Başarslan, M.S., (2024). Sentiment Analysis Using Various Machine Learning Techniques on Depression Review Data . In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP) , Malatya, Türkiye.

• M., Öznaneci ,Başarslan, M.S., (2024). Can Shoulder Pain Scale Be Simplified Using Nlp Induced AI Methods? A Trial With Penn Shoulder Scale In Turkish Patients? . In 1. Uluslararası Veri Analitiği Kongresi, İzmir Türkiye

• Berna Alemdağ, Gözde Kabay, ,Başarslan, M.S., (2024). Empowering Polymer Chemists with PyCaret: Automated Machine Learning for PET-RAFT Polymerization . In 18th International Nanoscience and Nanotechnology Conference , İstanbul, Türkiye

• Başarslan, M.S., &Akgün, Z.T. (2024). Machine Learning and Ensemble Learning Techniques for Intrusion Detection Systems: A Performance Analysis based on Feature Selection Methods . In 6th Intelligence and Fuzzy Systems(INFUS), Çanakkale, Türkiye.

• Başarslan, M.S., (2024) Lung Cancer Classification Based on Voting Ensemble Algorithms . In 7th International Agriculture, Environment and Health Congress (ICAEH), Bursa, Türkiye.

• MERSİNLİ, S.F, & Basarslan, M.S (2023). A Case Study with a Tool (Selenium) and Framework (Cucumber) for Testing Web . In 11th International Symposium on Vocational Schools(UMYOS), Düzce, Türkiye.

• BAŞA, S., &Basarslan, M.S (2023). Sentiment Analysis Using Machine Learning Techniques on IMDB Dataset . In 2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye.

• Basarslan, M.S ,& Kayaalp, F., (2022). Sentiment Analysis with Various Deep Learning Models on Movie Reviews . In 2022 International Conference on Artificial Intelligence of Things (ICAIoT), İstan Türkiye.

• Basarslan, M.S ,& Kayaalp, F., (2019). Performance Analysis Of Filter Based Feature Selection Methods On Diagnosis Of Breast Cancer And Orthopedics . In 6th International Congress on Fundamental and Applied Sciences 2019 (ICFAS2019), Tirana, Albania .

• Basarslan, M.S ,& Kayaalp, F., (2019). Performance Analysis Of Fuzzy Rough Set-Based And Correlation-Based Attribute Selection Methods On Detection Of Chronic Kidney Disease With Various Classifiers . In 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT), Istanbul, Turkiye .

• Basarslan, M.S ,& Kayaalp, F., (2019). Classification with Two-Stage Correlation-Based Attribute Selection on Big Data Platform . In 11. International Statistics Congress, Bodrum, Türkiye .

• Basarslan, M.S ,& Kayaalp, F., (2018). A Hybrid Classification Example in the Diagnosis of Skin Disease with Cryotherapy and Immunotherapy Treatment . In 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 2018 .

• Basarslan, M.S ,& Argun, İ.D., (2018). Classification Of a bank data set on various data mining platforms . In 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT), Istanbul, Türkiye,2018 .

• Kayaalp, F., Basarslan, M.S ,& Polat, K., (2018). A hybrid classification example in describing chronic kidney disease . In 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT), Istanbul, Türkiye,2018 .

• Kayaalp, F., Basarslan, M.S ,& Polat, K., (2018). TSCBAS: A Novel Correlation Based Attribute Selection Method and Application on Telecommunications Churn Analysis . In 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya , Türkiye .

• Bakir, H., Ağbulut,Ü. & Basarslan, M.S (2018). Low Cost and Practical Data Acquisition System Using Labview An Application . In International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES-2018), Karabük, Türkiye .

• Kayaalp, F., Basarslan, M.S ,& Polat, K., (2018). K-Means clustering based time series weighting with epileptic seizure detection . In 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT), Istanbul, Türkiye .

• Bakir, H., Ağbulut,Ü. &Basarslan, M.S (2018). An Application of Temperature and Relative Humidity Data Obtaining by RF Communication . In International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES-2018), Karabük, Türkiye, 2018 .

• Kayaalp, F.,& Basarslan, M.S , (2017). Customer churn analysis with classification algorithms in telecommunication sector . In 5th International Conference on Advanced Technology Sciences (ICAT’17), Istanbul, Türkiye, 2017 .

• Kayaalp, F.,& Basarslan, M.S , (2015). Telekomünikasyon Sektöründe Veri Madenciliği Yoluyla Veri Görselleştirme . In 4th International Engineering Symposium (INERS), Duzce, Türkiye, 2015 .