Serhat Kiliçarslan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Multivariate Adaptive Regression Splines

Hybrid Particle Swarm Optimization

Cervical Cancer

Activation Function

Top Venues

Multim. Tools Appl.

Neural Comput. Appl.

Expert Syst. Appl.

Publications

Serhat Kiliçarslan, Emrah Dönmez
Improved multi-layer hybrid adaptive particle swarm optimization based artificial bee colony for optimizing feature selection and classification of microarray data. Multim. Tools Appl. 83 (26) (2024)
Cemil Közkurt, Aykut Diker, Abdullah Elen, Serhat Kiliçarslan, Emrah Dönmez, Fahrettin Burak Demir
Trish: an efficient activation function for CNN models and analysis of its effectiveness with optimizers in diagnosing glaucoma. J. Supercomput. 80 (11) (2024)
Serhat Kiliçarslan, Mete Celik
Parametric RSigELU: a new trainable activation function for deep learning. Neural Comput. Appl. 36 (13) (2024)
Shigao Huang, Ibrahim Arpaci, Mostafa Al-Emran, Serhat Kiliçarslan, Mohammed A. Al-Sharafi
A comparative analysis of classical machine learning and deep learning techniques for predicting lung cancer survivability. Multim. Tools Appl. 82 (22) (2023)
Emrah Dönmez, Serhat Kiliçarslan, Cemil Közkurt, Aykut Diker, Fahrettin Burak Demir, Abdullah Elen
Identification of haploid and diploid maize seeds using hybrid transformer model. Multim. Syst. 29 (6) (2023)
Ishak Pacal, Serhat Kiliçarslan
Deep learning-based approaches for robust classification of cervical cancer. Neural Comput. Appl. 35 (25) (2023)
Serhat Kiliçarslan
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. 14 (1) (2023)
Dilek Sabanci, Serhat Kiliçarslan, Kemal Adem
An application on forecasting for stock market prices: hybrid of some metaheuristic algorithms with multivariate adaptive regression splines. Int. J. Intell. Comput. Cybern. 16 (4) (2023)
Serhat Kiliçarslan, Cemil Közkurt, Selçuk Bas, Abdullah Elen
Detection and classification of pneumonia using novel Superior Exponential (SupEx) activation function in convolutional neural networks. Expert Syst. Appl. 217 (2023)
Cemil Közkurt, Serhat Kiliçarslan, Selçuk Bas, Abdullah Elen
αSechSig and αTanhSig: two novel non-monotonic activation functions. Soft Comput. 27 (24) (2023)
Serhat Kiliçarslan
A novel nonlinear hybrid HardSReLUE activation function in transfer learning architectures for hemorrhage classification. Multim. Tools Appl. 82 (4) (2023)
Serhat Kiliçarslan, Mete Celik
KAF + RSigELU: a nonlinear and kernel-based activation function for deep neural networks. Neural Comput. Appl. 34 (16) (2022)
Serhat Kiliçarslan, Mete Celik, Safak Sahin
Hybrid models based on genetic algorithm and deep learning algorithms for nutritional Anemia disease classification. Biomed. Signal Process. Control. 63 (2021)
Serhat Kiliçarslan, Mete Celik
RSigELU: A nonlinear activation function for deep neural networks. Expert Syst. Appl. 174 (2021)
Kemal Adem, Serhat Kiliçarslan, Onur Cömert
Classification and diagnosis of cervical cancer with softmax classification with stacked autoencoder. Expert Syst. Appl. 115 (2019)