A novel approach for digital radio signal classification: Wavelet packet energy-multiclass support vector machine (WPE-MSVM). - Engin Avci; Derya Avci (Expert Syst. Appl., 2008)

The performance comparison of discrete wavelet neural network and discrete wavelet adaptive network based fuzzy inference system for digital modulation recognition. - Engin Avci; Derya Avci (Expert Syst. Appl., 2008)

An expert system for speaker identification using adaptive wavelet sure entropy. - Derya Avci (Expert Syst. Appl., 2009)

The speaker identification by using genetic wavelet adaptive network based fuzzy inference system. - Engin Avci; Derya Avci (Expert Syst. Appl., 2009)

An expert system based on fuzzy entropy for automatic threshold selection in image processing. - Engin Avci; Derya Avci (Expert Syst. Appl., 2009)

Using combination of support vector machines for automatic analog modulation recognition. - Engin Avci; Derya Avci (Expert Syst. Appl., 2009)

An expert diagnosis system for classification of human parasite eggs based on multi-class SVM. - Derya Avci; Asaf Varol (Expert Syst. Appl., 2009)

Automatic hepatitis diagnosis system based on Linear Discriminant Analysis and Adaptive Network based on Fuzzy Inference System. - Esin Dogantekin; Akif Dogantekin; Derya Avci (Expert Syst. Appl., 2009)

An intelligent system using adaptive wavelet entropy for automatic analog modulation identification. - Derya Avci (Digit. Signal Process., 2010)

An intelligent diagnosis system for diabetes on Linear Discriminant Analysis and Adaptive Network Based Fuzzy Inference System: LDA-ANFIS. - Esin Dogantekin; Akif Dogantekin; Derya Avci; Levent Avci (Digit. Signal Process., 2010)

An Adaptive Network-Based Fuzzy Inference System (ANFIS) for the prediction of stock market return: The case of the Istanbul Stock Exchange. - Melek Acar Boyacioglu; Derya Avci (Expert Syst. Appl., 2010)

An automatic diagnosis system based on thyroid gland: ADSTG. - Esin Dogantekin; Akif Dogantekin; Derya Avci (Expert Syst. Appl., 2010)

An expert system based on Generalized Discriminant Analysis and Wavelet Support Vector Machine for diagnosis of thyroid diseases. - Esin Dogantekin; Akif Dogantekin; Derya Avci (Expert Syst. Appl., 2011)

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. - Derya Avci; Mehmet Kemal Leblebicioglu; Mustafa Poyraz; Esin Dogantekin (J. Medical Syst., 2014)

An expert system based on Discrete Wavelet Transform - ANFIS for acquisition and recognition of invariant features from texture images. - Derya Avci; Mustafa Poyraz; Mehmet Kemal Leblebicioglu (SIU, 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 (2015)

Classification of ECG signal by using machine learning methods. - Aykut Diker; Engin Avci; Zafer Cömert; Derya Avci; Emine Kacar; Ihsan Serhatlioglu (SIU, 2018)

Review of Chaotic Based S-Box Structures. - Ayse Cengiz; Derya Avci (ISDFS, 2019)

Brain tumor segmentation using neutrosophic expert maximum fuzzy-sure entropy and other approaches. - Eser Sert; Derya Avci (Biomed. Signal Process. Control., 2019)

A new edge detection approach via neutrosophy based on maximum norm entropy. - Eser Sert; Derya Avci (Expert Syst. Appl., 2019)

Examination of the ECG signal classification technique DEA-ELM using deep convolutional neural network features. - Aykut Diker; Yasin Sönmez; Fatih Özyurt; Engin Avci; Derya Avci (Multim. Tools Appl., 2021)

An Effective Turkey Marble Classification System: Convolutional Neural Network with Genetic Algorithm -Wavelet Kernel - Extreme Learning Machine. - Derya Avci; Eser Sert (Traitement du Signal, 2021)

Optimal control strategies for a computer network under virus threat. - Derya Avci; Fatma Soytürk (J. Comput. Appl. Math., 2023)

MFIF-DWT-CNN: Multi-focus ımage fusion based on discrete wavelet transform with deep convolutional neural network. - Derya Avci; Eser Sert; Fatih Özyurt; Engin Avci (Multim. Tools Appl., 2024)

Diagnosis of pes planus from X-ray images: Enhanced feature selection with deep learning and machine learning techniques. - Çagla Danaci; Derya Avci; Seda Arslan Tuncer (Biomed. Signal Process. Control., 2025)