Serhat Kiliçarslan

19 papers Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advanced Residual Transformer (ART) method for identification of bile duct dilatation on CT data.
Expert Syst. Appl.
Ali Günes, Serhat Kiliçarslan, Emrah Dönmez
2025 J jnl
Efficient and autonomous detection of olive leaf diseases using AI-enhanced MetaFormer.
Artif. Intell. Rev.
Ishak Paçal, Serhat Kiliçarslan, Burhanettin Ozdemir, Muhammet Deveci, Seifedine Kadry
2025 J jnl
Impact of optimizers functions on detection of Melanoma using transfer learning architectures.
Multim. Tools Appl.
Serhat Kiliçarslan, Hatice Aktas Aydin, Kemal Adem, Esra Kavalci Yilmaz
2024 J jnl
Improved multi-layer hybrid adaptive particle swarm optimization based artificial bee colony for optimizing feature selection and classification of microarray data.
Multim. Tools Appl.
Serhat Kiliçarslan, Emrah Dönmez
2024 J jnl
Parametric RSigELU: a new trainable activation function for deep learning.
Neural Comput. Appl.
Serhat Kiliçarslan, Mete Celik
2024 J jnl
Trish: an efficient activation function for CNN models and analysis of its effectiveness with optimizers in diagnosing glaucoma.
J. Supercomput.
Cemil Közkurt, Aykut Diker, Abdullah Elen, Serhat Kiliçarslan, Emrah Dönmez, Fahrettin Burak Demir
2023 J jnl
A comparative analysis of classical machine learning and deep learning techniques for predicting lung cancer survivability.
Multim. Tools Appl.
Shigao Huang, Ibrahim Arpaci, Mostafa Al-Emran, Serhat Kiliçarslan, Mohammed A. Al-Sharafi
2023 J jnl
A novel nonlinear hybrid HardSReLUE activation function in transfer learning architectures for hemorrhage classification.
Multim. Tools Appl.
Serhat Kiliçarslan
2023 J jnl
An application on forecasting for stock market prices: hybrid of some metaheuristic algorithms with multivariate adaptive regression splines.
Int. J. Intell. Comput. Cybern.
Dilek Sabanci, Serhat Kiliçarslan, Kemal Adem
2023 J jnl
Deep learning-based approaches for robust classification of cervical cancer.
Neural Comput. Appl.
Ishak Paçal, Serhat Kiliçarslan
2023 J jnl
Detection and classification of pneumonia using novel Superior Exponential (SupEx) activation function in convolutional neural networks.
Expert Syst. Appl.
Serhat Kiliçarslan, Cemil Közkurt, Selçuk Bas, Abdullah Elen
2023 J jnl
Identification of haploid and diploid maize seeds using hybrid transformer model.
Multim. Syst.
Emrah Dönmez, Serhat Kiliçarslan, Cemil Közkurt, Aykut Diker, Fahrettin Burak Demir, Abdullah Elen
2023 J jnl
PSO + GWO: a hybrid particle swarm optimization and Grey Wolf optimization based Algorithm for fine-tuning hyper-parameters of convolutional neural networks for Cardiovascular Disease Detection.
J. Ambient Intell. Humaniz. Comput.
Serhat Kiliçarslan
2023 J jnl
α­SechSig and α­TanhSig: two novel non-monotonic activation functions.
Soft Comput.
Cemil Közkurt, Serhat Kiliçarslan, Selçuk Bas, Abdullah Elen
2022 J jnl
KAF + RSigELU: a nonlinear and kernel-based activation function for deep neural networks.
Neural Comput. Appl.
Serhat Kiliçarslan, Mete Celik
2021 — —
Derin öğrenme yöntemleri için doğrusal olmayan aktivasyon fonksiyonlarının geliştirilmesi (Development of nonlinear activation functions for deep learning methods)
Serhat Kiliçarslan
2021 J jnl
Hybrid models based on genetic algorithm and deep learning algorithms for nutritional Anemia disease classification.
Biomed. Signal Process. Control.
Serhat Kiliçarslan, Mete Celik, Safak Sahin
2021 J jnl
RSigELU: A nonlinear activation function for deep neural networks.
Expert Syst. Appl.
Serhat Kiliçarslan, Mete Celik
2019 J jnl
Classification and diagnosis of cervical cancer with softmax classification with stacked autoencoder.
Expert Syst. Appl.
Kemal Adem, Serhat Kiliçarslan, Onur Cömert