Dr. Öğr. Üyesi MEHMET ULVİ ŞİMŞEK

8th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, ICHORA 2026, Ankara, Türkiye, 21 - 23 Mayıs 2026, (Tam Metin Bildiri)

3. The Impact of Earthquakes on Air Pollution: Machine Learning-Based Air Quality Analysis Following the Kahramanmaraş Earthquakes

Eryılmaz F., GÜZEL M., ŞİMŞEK M. U., KÖK İ., ÖZDEMİR S.

2024 Mediterranean Smart Cities Conference (MSCC), 2 - 04 Mayıs 2024, (Tam Metin Bildiri)

4. Anomaly Detection in Financial Data using Deep Learning: A Comparative Analysis

Yıldız K., Debedek S., YILDIRIM OKAY F., ŞİMŞEK M. U.

2022 Innovations in Intelligent Systems and Applications Conference (ASYU), 7 - 09 Eylül 2022, (Tam Metin Bildiri)

5. CEP Rule Extraction From Unlabeled Data in IoT

ŞİMŞEK M. U., ÖZDEMİR S.

2018 3rd International Conference on Computer Science and Engineering (UBMK), 20 - 23 Eylül 2018, (Tam Metin Bildiri)

6. A deep learning model for air quality prediction in smart cities

KÖK İ., ŞİMŞEK M. U., ÖZDEMİR S.

2017 IEEE International Conference on Big Data (Big Data), 02 Aralık 2025 - 14 Aralık 2017, (Tam Metin Bildiri)

7. Privacy Preserving Metering Protocol in Smart Grids

Mert D., ŞİMŞEK M. U., ÖZDEMİR S.

Proc. of The 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI'15), 14 - 17 Eylül 2015, (Tam Metin Bildiri)

8. Analysis of the relation between Turkish twitter messages and stock market index

ŞİMŞEK M. U., ÖZDEMİR S.

2012 6th International Conference on Application of Information and Communication Technologies (AICT), 17 - 19 Ekim 2012, (Tam Metin Bildiri)

Kitaplar 1

1. Açıklanabilir Yapay Zeka (XAI): Kavramsal Çerçeve, Yöntemler ve Klinik Bir Veri Seti Üzerinde Uygulama

ŞİMŞEK M. U., AKIN M.

Veriden Karara Bilgisayar Bilimlerinde Yapay Zekâ Temelli Yaklaşımlar, GÜLBANDILAR EYYÜP, Editör, Vizetek Yayıncılık, Ankara, ss.224-269, 2026

Metrikler

Yayın

Yayın (Scopus)

Atıf (Scopus)

283

Dr. Öğr. Üyesi MEHMET ULVİ ŞİMŞEK

Yayınlar & Eserler

1. LLM Based XAI Framework for Neurofibromatosis Classification

2. Anomaly detection model with deep learning methods from big data perspective in kubernetes architecture Kubernetes mimarisinde büyük veri perspektifinden derin öğrenme yöntemleriyle anomali tespit modeli

3. Cepair: an AI-powered and fog-based predictive CEP system for air quality monitoring

4. DeepFogAQ: A fog-assisted decentralized air quality prediction and event detection system

5. TB-SMGAN: A GAN Based Hybrid Data Augmentation Framework on Chest X-ray Images and Reports

6. A deep learning-based CEP rule extraction framework for IoT data

7. RESMÎ YAZIŞMALARDA UYGULANACAK USUL VE ESASLAR HAKKINDA YÖNETMELİK: YENİ UYGULAMALARIN VE HÜKÜMLERİN BİLGİ VE BELGE YÖNETİMİ AÇISINDAN DEĞERLENDİRİLMESİ

8. TPS3: A privacy preserving data collection protocol for smart grids

1. LLM4IoT: GPT-Driven Large Language Models for Prediction of Multivariate IoT Time-Series

2. Feature Selection for Time-Series Classification: Traditional, Optimization, and XAI-Based Methods