IUC Artificial Intelligence

Welcome to the IUC AI Research Group!

Istanbul University - Cerrahpaşa Artificial Intelligence Research Group (IUC AI Research Group) was established in 2018 under the leadership of Prof. Sabri ARIK. This research group, which was formed by expert academicians and graduate students who are continuing their graduate / doctoral studies, conducts studies on today's popular topics of artificial intelligence and machine learning.such as neural information processing and learning systems.

News

02/28/2023

Yüksek Lisans Tezlerinin Tamamlanması
10/21/2022

Logo Yazılım Firması ile Toplantı
09/30/2022

IUC-YZ Araştırma Grubu Tanıtım Toplantısı
04/14/2022

2nd International Conference on Advanced Engineering, Technology and Applications (ICAETA-2023)
10/23/2021

Cerrahpaşa Tıp Fakültesi Radyoloji Bölümü ile Ortak Projeler Toplantısı
10/22/2021

Tamamlanan Doktora Tez Çalışmaları
09/03/2021

Murat Türkmen Doktora Tez Çalışması
02/17/2021

Hatice Nizam ÖZOĞUR Doktora Tez Çalışması

Recent Publications

Classical Turkish Music Composition with LSTM Self-Attention

Kaşif A., Sevgen S.
Journal of Innovative Science and Engineering (JISE), vol.8, no.1, pp.25-35, 2024 (Peer-Reviewed Journal)

Microwave-assisted extraction of bioactive components from peach waste: describing the bioactivity degradation by polynomial regression

Kurtulbaş Şahin E., Sevgen S., Şamlı R., Şahin Sevgili S.
BIOMASS CONVERSION AND BIOREFINERY, vol.14, pp.9609-9619, 2024 (SCI-Expanded, Scopus)

CNN Detection of Vertebral Bone Segmentation and Non Traumatic Vertebral Compression Fractures from Computed Tomography Images

Türkmen M., Orman Z., Hamid R., Arslan S., Kızılkılıç O.
TRAITEMENT DU SIGNAL, no.41, pp.2123-2133, 2024 (SCI-Expanded, Scopus)

A Comprehensive Analysis of Data Mining Tools for Biomedical Data Classification: Assessing Strengths, Weaknesses, and Future Directions

Senan S., Keskin Tasci S.
in: Methodologies, Frameworks, and Applications of Machine Learning, Pramod Kumar Srivastava,Ashok Kumar Yadav, Editor, IGI Global yayınevi, Pennsylvania, pp.216-231, 2024

A heuristic-based hybrid sampling method using a combination of SMOTE and ENN for imbalanced health data

Nizam Özoğur H., Orman Z.
EXPERT SYSTEMS, vol.41, pp.1-22, 2024 (SCI-Expanded)

Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation

Kasif A., SEVGEN S., ÖZCAN A., Catal C.
MULTIMEDIA TOOLS AND APPLICATIONS, vol.83, no.10, pp.30297-30317, 2024 (SCI-Expanded, Scopus)

Artificial Immune System with Special Selection for Stroke Prediction in Imbalanced Data

Çelikbaş Ş., Orman Z., Aksoy T., Yılmaz Baysoy D.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi, vol.12, no.3, pp.1723-1738, 2024 (Peer-Reviewed Journal)

Non-fragile output-feedback control for time-delay neural networks with persistent dwell time switching: A system mode and time scheduler dual-dependent design

Zhou J., Ma X., Yan Z., ARIK S.
Neural Networks, vol.169, pp.733-743, 2024 (SCI-Expanded, Scopus)

An unconditional generative model with self-attention module for single image generation

Yıldız E., Yüksel M. E., Sevgen S.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, vol.13, no.1, pp.196-204, 2024 (Peer-Reviewed Journal)

Arama Motorları İçin Temel Gerçekleri ve Makine Öğrenmesini Kullanan Sorgu Öneri Sistemi

Çelik F., Senan S.
in: Akıllı Sistemlerin Endüstriyel Uygulaması I, EYYÜP GÜLBANDILAR, Editor, BİDGE YAYINLARI, Ankara, pp.111-122, 2023