Prof. Dr. SELMA AYŞE ÖZEL

2017 - Devam Ediyor Prof. Dr.

2012 - 2017 Doç. Dr.

2007 - 2012 Yrd. Doç. Dr.

2007 - 2007 Yrd. Doç. Dr.

2003 - 2007 Öğretim Görevlisi

1999 - 2003 Araştırma Görevlisi

1997 - 1999 Uzman

2008 - Devam Ediyor Anabilim/Bilim Dalı Başkanı

2017 - 2020 Bölüm Başkanı

Advanced Topics in Data Mining

Database Management Systems

Data Management and File Structures

Programming Languages

Data Structures

Data Structures Lab

Identification of cyberbullying using machine learning techniques

Detecting offensive language from social media using word embedding and language models

Detecting multilingual offensive language in social media using deep neural networks

Development of recommender system algorithms for cold-start problem

Biopsy cost reduction for early diagnosis of breast cancer using hybrid deep learning techniques

Özel S. A.

P.USKANER(Öğrenci), Doktora, 2022

A sentence boundary detection system for Turkish textual documents

Using data mining for analyzing effects of biomarkers on decision of depression levels

Data mining based on regularized convolutional neural network for time series: Financial prediction algorithm

Attribute inference over real-world online social networks: a comprehensive privacy analysis

Performance analysis of congestion control protocols in internet of things networks

Performance analysis of deep learning object detection based image segmentation methods

Cyberbullying detection using text classification for turkish language

Application of particle swarm optimization for computer aided diagnosis of diseases

Privacy preserving rule-based classifiers using modified artificial bee colony optimization algorithm

Using text representation and deep learning methods for turkish text classification

Improving web page classification with unlabeled data

Effects of feature extraction techniques on classification of turkish texts

Dimensionality reduction for web page classification

A filter-based feature selection method for web page classification

Product search engine using product name recognition and sentiment analysis

Selecting feature subsets with nature inspired algorithms for cyberbully detection

Feature selection for sentiment analysis in turkish texts

Plagiarism detection supported by web usage mining for Turkish textual documents

An experimental evaluation for fuzzy decision trees

Development of a software on distance education applications for compilation and plagiarism detection of C programming language assignments (Uzaktan eğitim uygulamalarında C programlama dili ödevlerinin derlenmesi ve intihal tespiti için bir yazılım geliştirilmesi)

Web page classification using ant colony optimization (Karınca kolonisi optimizasyonu kullanarak web sayfası sınıflandırma)