Tunç Asuroglu

25 papers B 1C 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hybrid deep learning approach for multi-label classification problem: genre prediction.
Neural Comput. Appl.
Fatima Zehra Ünal, Mehmet Serdar Güzel, Metehan Unal, Fatih Ekinci, Tunç Asuroglu, Koray Açici
2025 J jnl
A cluster-assisted differential evolution-based hybrid oversampling method for imbalanced datasets.
PeerJ Comput. Sci.
Muhammed Abdulhamid Karabiyik, Bahaeddin Turkoglu, Tunç Asuroglu
2025 J jnl
Bridging Reality and Synthetics: Optimizing Image Classification with Hybrid AI-Generated and Real-World Datasets.
SN Comput. Sci.
Abdallah Tariq Hasan Alabed, Jawad Rasheed, Mirsat Yesiltepe, Shtwai Alsubai, Tunç Asuroglu
2025 J jnl
Federated transfer learning for distributed drought stage prediction.
Discov. Artif. Intell.
Muhammad Owais Raza, Aqsa Umar, Jawad Rasheed, Tunç Asuroglu, Shtwai Alsubai
2025 J jnl
HENOS: A Henon Map-Based Chaotic Oversampling Strategy for Imbalanced Data Classification.
IEEE Access
Bahaeddin Turkoglu, Muhammed Abdulhamid Karabiyik, Tunç Asuroglu
2025 J jnl
Optimizing Artificial Neural Networks Using Mountain Gazelle Optimizer.
IEEE Access
Muhammed Abdulhamid Karabiyik, Bahaeddin Turkoglu, Tunç Asuroglu
2024 J jnl
A Novel Diversity Guided Galactic Swarm Optimization With Feedback Mechanism.
IEEE Access
Oguzhan Uymaz, Bahaeddin Turkoglu, Ersin Kaya, Tunç Asuroglu
2024 — conf
Assessment of Parkinson's Disease Severity Using Gait Data: A Deep Learning-Based Multimodal Approach.
NCDHWS (2)
Nabid Faiem, Tunç Asuroglu, Koray Açici, Antti Kallonen, Mark J. van Gils
2024 J jnl
Cloud type classification using deep learning with cloud images.
PeerJ Comput. Sci.
Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostanci, Koray Açici, Tunç Asuroglu
2024 — conf
Using Machine Learning Methods to Predict the Lactate Trend of Sepsis Patients in the ICU.
NCDHWS (2)
Mustafa Kemal Arslantas, Tunç Asuroglu, Reyhan Arslantas, Emin Pashazade, Pelin Corman Dincer, Gulbin Tore Altun, Alper Kararmaz
2023 J jnl
Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning.
IEEE Access
Sifa Özsari, Fatima Rabia Yapicioglu, Dilek Yilmaz, Kivanç Kamburoglu, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Koray Açici, Tunç Asuroglu
2023 J jnl
Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer.
Sensors
Erkan Bostanci, Engin Kocak, Metehan Unal, Mehmet Serdar Güzel, Koray Açici, Tunç Asuroglu
2023 J jnl
Mortality Prediction of Various Cancer Patients via Relevant Feature Analysis and Machine Learning.
SN Comput. Sci.
Caner Bozkurt, Tunç Asuroglu
2023 J jnl
Reversible Logic-Based Hexel Value Differencing - A Spatial Domain Steganography Method for Hexagonal Image Processing.
IEEE Access
Taner Çevik, Nazife Cevik, Jawad Rasheed, Tunç Asuroglu, Shtwai Alsubai, Mehmet Turan
2022 J jnl
Complex Human Activity Recognition Using a Local Weighted Approach.
IEEE Access
Tunç Asuroglu
2021 J jnl
A deep learning approach for sepsis monitoring via severity score estimation.
Comput. Methods Programs Biomed.
Tunç Asuroglu, Hasan Ogul
2020 — —
Giyilebilir sensörlerle sağlık izleme (Health monitoring via wearable sensors)
Tunç Asuroglu
2020 J jnl
Predicting Infections Using Computational Intelligence - A Systematic Review.
IEEE Access
Alejandro Baldominos, Adráan Puello, Hasan Ogul, Tunç Asuroglu, Ricardo Colomo-Palacios
2019 B conf
On Computer-Aided Prognosis of Septic Shock from Vital Signs.
CBMS
Hasan Ogul, Alejandro Baldominos, Tunç Asuroglu, Ricardo Colomo-Palacios
2019 J jnl
T4SS Effector Protein Prediction with Deep Learning.
Data
Koray Açici, Tunç Asuroglu, Çagatay Berke Erdas, Hasan Ogul
2018 J jnl
HANDY: A Benchmark Dataset for Context-Awareness via Wrist-Worn Motion Sensors.
Data
Koray Açici, Çagatay Berke Erdas, Tunç Asuroglu, Hasan Ogul
2017 C conf
A Random Forest Method to Detect Parkinson's Disease via Gait Analysis.
EANN
Koray Açici, Çagatay Berke Erdas, Tunç Asuroglu, Münire Kilinç Toprak, Hamit Erdem, Hasan Ogul
2017 — conf
Information retrieval in metal music sub-genres.
SIU
Koray Açici, Tunç Asuroglu, Hasan Ogul
2016 — conf
Texture of Activities: Exploiting Local Binary Patterns for Accelerometer Data Analysis.
SITIS
Tunç Asuroglu, Koray Açici, Çagatay Berke Erdas, Hasan Ogul
2015 — conf
Performance analysis of spatial and frequency domain filtering in high resolution images.
SIU
Tunç Asuroglu, Emre Sümer