Tolga Ensarı Data-verified

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Assistant Professor

Arkansas Tech University

Last publication 2025 Last refreshed 2026-05-16

faculty

12 h-index 72 pubs 1,176 cited

Research Areas

Links

ORCID Research Group

OverviewAI-generated summary

Tolga Ensarı's research focuses on the application of machine learning and deep learning techniques to solve complex problems across various domains. His work includes developing genetic algorithm-based feature selection methods for gene expression data classification and applying machine learning for object detection in user interface code generation. Ensarı has also investigated the use of machine learning in predicting microRNA targets and for violence detection with a sociodemographic approach. His publications also extend to natural language processing, with research on generating molecules to inhibit COVID-19 using encoder-decoder LSTM architecture and PCA properties. He has also contributed to educational research, focusing on enhancing programming sequences for undergraduate computer science students to improve learning outcomes, and has explored ontology-supported semantic-based image retrieval.

Metrics

h-index: 12
Publications: 72
Citations: 1,176

Selected Publications

Spiking Neural Networks for ECG Classification and Anomaly Detection (2025)

DOI OpenAlex
Tıbbi Görüntü Bölütleme için MMIAU-Net Mimarisi Önerisi (2025)

DOI OpenAlex
Hedef Gen Çıkarımı İçin Makine Öğrenmesi Tabanlı Mikrodizi Verilerinin Analizı (2024)

DOI OpenAlex
Ontology supported semantic based image retrieval (2024)

1 citation DOI OpenAlex
Introduction to the special section “Advances trends of pattern recognition for intelligent systems applications” (SS:ISPR23) (2024)

DOI OpenAlex
Ontology Supported Semantic Based Image Retrieval (2023)

DOI OpenAlex
Enhancing the Programming Sequence for Undergraduate Computer Science Students: A Program for Improving Learning Outcomes (2023)

3 citations DOI OpenAlex
Violence Detection with Machine Learning: A Sociodemographic Approach (2023)

1 citation DOI OpenAlex
Makine Öğrenmesi Tabanlı Mikrodizi Tekniği ile MikroRNA Hedef Tahmini: Araştırma Çalışması (2022)

1 citation DOI OpenAlex
Makine Öğrenimi ile Uzun Kuyruk Ürünler için İyileştirilmiş Sonraki Öğe Önerisi (2022)

OpenAlex
MOLECULES GENERATION TO INHIBIT COVID-19 DISEASE USING ENCODER-DECODER LSTM ARCHITECTURE AND PCA PROPERTIES (2022)

1 citation DOI OpenAlex
Makine Öğrenimi ile Uzun Kuyruk Ürünler için İyileştirilmiş Sonraki Öğe Önerisi (2022)

DOI OpenAlex
A Deep Learning Based Object Detection System for User Interface Code Generation (2022)

4 citations DOI OpenAlex
Göğüs Kanseri Verileri Üzerinde Makine Öğrenmesi Yöntemlerinin Uygulanması (2022)

5 citations DOI OpenAlex
Semantic Based Image Retrieval-A Survey (2021)

OpenAlex