Author

Selahattin Barış Çelebi

Observed names: S. Baris Celebi, SELAHATTİN BARIŞ ÇELEBİ, Selahattin B Celebi, Selahattin Bariş Çelebi, Selahattin Barış ÇELEBİ, ÇELEBİ, SELAHATTİN BARIŞ, Çelebi, Selahattin Barış

Institutions: Batman University, University of Warwick

Observed institutions: Fırat University, Batman University, University of Warwick, Kırıkkale University

ORCID: 0000-0002-6235-9348

Observed ORCID: 0000-0002-6235-9348

OpenAlex ID: A5057201044

Fuzzy integral-based multi-sensor fusion for arc detection in the pantograph-catenary system

2016 · Ilhan Aydin, Selahattin B Celebi, et al. · Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit · 39

Particle swarm based arc detection on time series in pantograph-catenary system

2014 · Ilhan Aydin, Orhan Yaman, et al. · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · 38

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Failure load prediction of adhesively bonded GFRP composite joints using artificial neural networks

2020 · Bahadır Birecikli, Ömer Ali Karaman, et al. · Journal of Mechanical Science and Technology · 31

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A Novel Deep Dense Block-Based Model for Detecting Alzheimer’s Disease

2023 · Selahattin Barış Çelebi, Bülent Gürsel Emiroğlu · Applied Sciences · 29

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Leveraging Deep Learning for Enhanced Detection of Alzheimer’s Disease Through Morphometric Analysis of Brain Images

2023 · Selahattin Barış Çelebi, Bülent Gürsel Emiroğlu · Traitement du signal · 12

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RNN-Based Time Series Analysis for Wind Turbine Energy Forecasting

2023 · Selahattin Barış ÇELEBİ, Şehmus FİDAN · International Journal of Engineering and Innovative Research · 9

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Multilayer LSTM Model for Wind Power Estimation in the Scada System

2023 · Selahattin Barış ÇELEBİ, Ömer Ali KARAMAN · European Journal of Technic · 8

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Alzheimer Teşhisi için Derin Öğrenme Tabanlı Morfometrik Analiz

2023 · Selahattin Barış ÇELEBİ, Bülent Gürsel EMİROĞLU · Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 5

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Short-term wind power forecasting using KNN, SVR, and linear regression with high-resolution SCADA data

2026 · Selahattin Barış Çelebi, Ammar Aslan, et al. · Wind Engineering · 4

Explainable AI Framework for Urinary Biomarker-Based Early Detection of Pancreatic Cancer: Clinical Implications of Autoencoder-Optimized XGBoost

2026 · Tuğçe Taşar Yildirim, Nevzat Gözel, et al. · Cerasus journal of medicine. · 2

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Predicting Gelation in Copolymers Using Deep Learning Through a Comparative Study of ANN, CNN, and LSTM Models with SHAP Explainability

2025 · Selahattin Barış Çelebi, Ammar Aslan, et al. · Lecture notes in computer science · 2

ResNet-101-Based Deep Feature Extraction and Data Augmentation for Effective Diagnosis of Diabetic Retinopathy

2026 · Selahattin Barış Çelebi, İrfan Kılıç, et al. · Arabian Journal for Science and Engineering · 1

Autonomous Vehıcles: Systems, Technologıes and Sensors

2024 · GÖKHAN ÖZTÜRK, SELAHATTİN BARIŞ ÇELEBİ, et al. · Bidge Yayınları eBooks · 1

Adaptive wavelet-CNN-LSTM forecasting with Bayesian optimization and SHAP interpretability for short-term solar irradiance prediction in a hot arid climate

2026 · Selahattin Barış Çelebi, Songül Kayık · Scientific Reports

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Explainable Machine Learning for Preschool Anxiety Disorders Using Raw PAPA Interviews

2026 · Selahattin Barış Çelebi, Hazal Karakuş · Balkan Journal of Electrical and Computer Engineering

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A Patch-Based Transformer for Building Energy Load Forecasting

2026 · Cafer Yazıcıoğlu, Selahattin Barış Çelebi · International Journal of Innovative Engineering Applications

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Contemporary Issues and Innovations in Educational Sciences

2026 · Aylin Kirişçi Sarıkaya, Ayşegül Evren Yapıcıoğlu, et al.

Modeling And Detection of Cracks in Earthenware Water Jugs Using Artificial Neural Networks and Image Processing Techniques

2025 · Selahattin Barış Çelebi · International Journal of Applied Methods in Electronics and Computers

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Foundations and Advances in Artificial Intelligence: Theory, Systems, Security And Educational Applications-1

2025 · ÖZGÜR TONKAL, İSMAİL AKGÜL, et al. · Bidge Yayınları eBooks

Activation Functions in Deep Learning, Mathematical Foundations, Advantages and Disadvantages

2025 · AMMAR ASLAN, SELAHATTİN BARIŞ ÇELEBİ · Bidge Yayınları eBooks

An OWL-based ontology for modeling vocational school structures in educational systems

2025 · Selahattin Barış Çelebi, Bülent Gürsel Emiroğlu · Journal of Computer & Electrical and Electronics Engineering Sciences

Otomotiv Mühendisliğinde Yenilikçi Teknolojiler, Performans Çözümleri ve Geleceğin Sistemleri

2024 · MUSTAFA DENİZ ALTINKURT, ESRA GÜL GÜRBÜZ, et al. · Bidge Yayınları eBooks

Works count: 24

Citation count: 181

H-index: 7

I10-index: 5