Derya Avci

26 papers Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A hybrid ViT-CNN model with attention mechanism and dual feature selection for cervical cancer detection.
Signal Image Video Process.
Merve Kesim Onal, Abdullah Enes Van, Derya Avci, Muhammed Yildirim, Harun Bingol, Engin Avci
2025 J jnl
Diagnosis of pes planus from X-ray images: Enhanced feature selection with deep learning and machine learning techniques.
Biomed. Signal Process. Control.
Çagla Danaci, Derya Avci, Seda Arslan Tuncer
2024 J jnl
MFIF-DWT-CNN: Multi-focus ımage fusion based on discrete wavelet transform with deep convolutional neural network.
Multim. Tools Appl.
Derya Avci, Eser Sert, Fatih Özyurt, Engin Avci
2023 J jnl
Optimal control strategies for a computer network under virus threat.
J. Comput. Appl. Math.
Derya Avci, Fatma Soytürk
2021 J jnl
An Effective Turkey Marble Classification System: Convolutional Neural Network with Genetic Algorithm -Wavelet Kernel - Extreme Learning Machine.
Traitement du Signal
Derya Avci, Eser Sert
2021 J jnl
Examination of the ECG signal classification technique DEA-ELM using deep convolutional neural network features.
Multim. Tools Appl.
Aykut Diker, Yasin Sönmez, Fatih Özyurt, Engin Avci, Derya Avci
2019 J jnl
A new edge detection approach via neutrosophy based on maximum norm entropy.
Expert Syst. Appl.
Eser Sert, Derya Avci
2019 J jnl
Brain tumor segmentation using neutrosophic expert maximum fuzzy-sure entropy and other approaches.
Biomed. Signal Process. Control.
Eser Sert, Derya Avci
2019 — conf
Review of Chaotic Based S-Box Structures.
ISDFS
Ayse Cengiz, Derya Avci
2018 — conf
Classification of ECG signal by using machine learning methods.
SIU
Aykut Diker, Engin Avci, Zafer Cömert, Derya Avci, Emine Kacar, Ihsan Serhatlioglu
2015 — conf
An expert system based on Discrete Wavelet Transform - ANFIS for acquisition and recognition of invariant features from texture images.
SIU
Derya Avci, Mustafa Poyraz, Mehmet Kemal Leblebicioglu
2015 — —
İdrar imgelerinden hücrelerin tanınması ve sayımı için steganografik yöntemler tabanlı güvenli bir karar destek sistemi (A safe decision support system based steganographic methods for cells recognition and counting from urine images)
Derya Avci
2014 J jnl
A New Method Based on Adaptive Discrete Wavelet Entropy Energy and Neural Network Classifier (ADWEENN) for Recognition of Urine Cells from Microscopic Images Independent of Rotation and Scaling.
J. Medical Syst.
Derya Avci, Mehmet Kemal Leblebicioglu, Mustafa Poyraz, Esin Dogantekin
2011 J jnl
An expert system based on Generalized Discriminant Analysis and Wavelet Support Vector Machine for diagnosis of thyroid diseases.
Expert Syst. Appl.
Esin Dogantekin, Akif Dogantekin, Derya Avci
2010 J jnl
An Adaptive Network-Based Fuzzy Inference System (ANFIS) for the prediction of stock market return: The case of the Istanbul Stock Exchange.
Expert Syst. Appl.
Melek Acar Boyacioglu, Derya Avci
2010 J jnl
An automatic diagnosis system based on thyroid gland: ADSTG.
Expert Syst. Appl.
Esin Dogantekin, Akif Dogantekin, Derya Avci
2010 J jnl
An intelligent diagnosis system for diabetes on Linear Discriminant Analysis and Adaptive Network Based Fuzzy Inference System: LDA-ANFIS.
Digit. Signal Process.
Esin Dogantekin, Akif Dogantekin, Derya Avci, Levent Avci
2010 J jnl
An intelligent system using adaptive wavelet entropy for automatic analog modulation identification.
Digit. Signal Process.
Derya Avci
2009 J jnl
An expert diagnosis system for classification of human parasite eggs based on multi-class SVM.
Expert Syst. Appl.
Derya Avci, Asaf Varol
2009 J jnl
An expert system based on fuzzy entropy for automatic threshold selection in image processing.
Expert Syst. Appl.
Engin Avci, Derya Avci
2009 J jnl
An expert system for speaker identification using adaptive wavelet sure entropy.
Expert Syst. Appl.
Derya Avci
2009 J jnl
Automatic hepatitis diagnosis system based on Linear Discriminant Analysis and Adaptive Network based on Fuzzy Inference System.
Expert Syst. Appl.
Esin Dogantekin, Akif Dogantekin, Derya Avci
2009 J jnl
The speaker identification by using genetic wavelet adaptive network based fuzzy inference system.
Expert Syst. Appl.
Engin Avci, Derya Avci
2009 J jnl
Using combination of support vector machines for automatic analog modulation recognition.
Expert Syst. Appl.
Engin Avci, Derya Avci
2008 J jnl
A novel approach for digital radio signal classification: Wavelet packet energy-multiclass support vector machine (WPE-MSVM).
Expert Syst. Appl.
Engin Avci, Derya Avci
2008 J jnl
The performance comparison of discrete wavelet neural network and discrete wavelet adaptive network based fuzzy inference system for digital modulation recognition.
Expert Syst. Appl.
Engin Avci, Derya Avci