Publication Title	Authors	Publication Year	Article Link	Q1-Q2 Information
Development of a fuzzy decision support framework for complex multi-attribute decision problems: A case study for the selection of skilful basketball players	Serkan Ballı, Serdar Korukoğlu	2014	https://doi.org/10.1111/exsy.12002	Q2
Application of a fuzzy expert system for failure load estimation of two serial pinned or bolted sandwich composite plates	Faruk Şen, Serkan Ballı	2016	https://doi.org/10.3139/120.110864	Q2
A new unconstrained global optimization method based on clustering and parabolic approximation	İhsan Pençe, Melike Şişeci Çeşmeli, Fatih Ahmet Şenel, Bayram Çetişli	2016	https://doi.org/10.1016/j.eswa.2016.02.036	Q1
Statistical Edge Detection and Circular Hough Transform for Optic Disk Localization	Halil Murat Ünver, Yunus Kökver, Elvan Duman, Osman Ayhan Erdem	2019	https://doi.org/10.3390/app9020350	Q1
Anomaly detection in videos using optical flow and convolutional autoencoder	Elvan Duman, Osman Ayhan Erdem	2019	https://doi.org/10.1109/ACCESS.2019.2960654	Q1
Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques	Ensar Arif Sağbaş, Serdar Korukoğlu, Serkan Ballı	2020	https://doi.org/10.1007/s10916-020-1530-z	Q1
Deep learning methods and applications for electrical power systems: A comprehensive review	Asiye Kaymaz Özcanlı, Fatma Yaprakdal, Mustafa Baysal	2020	https://doi.org/10.1002/er.5331	Q1
A Deep Neural Network-Assisted Approach to Enhance Short-Term Optimal Operational Scheduling of a Microgrid	Fatma Yaprakdal, Mustafa Berkay Yılmaz, Mustafa Baysal, Amjad Anvari-Moghaddam	2020	https://doi.org/10.3390/su12041653	Q2
Data analysis of Covid-19 pandemic and short-term cumulative case forecasting using machine learning time series methods	Serkan Ballı	2021	https://doi.org/10.1016/j.chaos.2020.110512	Q1
Performance evaluation of artificial neural networks for identification of failure modes in composite plates	Serkan Ballı, Faruk Şen	2021	https://doi.org/10.1515/mt-2020-0094	Q1
A novel method for prediction of EuroLeague game results using hybrid feature extraction and machine learning techniques	Serkan Ballı, Engin Özdemir	2021	https://doi.org/10.1016/j.chaos.2021.111119	Q1
Forecasting seasonal electricity generation in European countries under Covid-19-induced lockdown using fractional grey prediction models and machine learning methods	Utkucan Şahin, Serkan Ballı, Yan Chen	2021	https://doi.org/10.1016/j.apenergy.2021.117540	Q1
Landmine detection training simulation using virtual reality technology	Merve Varol Arısoy, Ecir Uğur Küçüksille	2021	https://doi.org/10.1007/s10055-020-00467-1	Q1
Convolutional neural networks predict the onset of paroxysmal atrial fibrillation: Theory and applications	Murat Sürücü, Yalçın İşler, Matjaž Perc, Resul Kara	2021	https://doi.org/10.1063/5.0069272	Q1
Spam SMS Detection for Turkish Language with Deep Text Analysis and Deep Learning Methods	Onur Korasoy, Serkan Ballı	2022	https://doi.org/10.1007/s13369-021-06187-1	Q2
A novel method for intrusion detection in computer networks by identifying multivariate outliers and ReliefF feature selection	Birnur Uzun, Serkan Ballı	2022	https://doi.org/10.1007/s00521-022-07402-2	Q2
LZW-CIE: A high-capacity linguistic steganography based on LZW char index encoding	Merve Varol Arısoy	2022	https://doi.org/10.1007/s00521-022-07499-5	Q2
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	Emrah Hançer, Mohamed Traore, Refik Samet, Zeynep Yıldırım, Nooshin Nemati	2023	https://doi.org/10.1016/j.bspc.2023.104720	Q2
An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios	Emrah Hançer, Bing Xue, Mengjie Zhang	2023	https://doi.org/10.1016/j.knosys.2023.111008	Q1
Modeling of energy and emissions from animal manure using machine learning methods: the case of the Western Mediterranean Region, Turkey	İhsan Pençe, Kazım Kumaş, Melike Şişeci Çeşmeli, Ali Özhan Akyüz	2023	https://doi.org/10.1007/s11356-022-23780-5	Q1
Evaluation of machine learning approaches for estimating thermodynamic properties of new generation refrigerant R513A	İhsan Pençe, Ragıp Yıldırım, Melike Şişeci Çeşmeli, Afşin Güngör, Ali Özhan Akyüz	2023	https://doi.org/10.1016/j.seta.2022.102973	Q1
A Multivariate Time Series Analysis of Electrical Load Forecasting Based on a Hybrid Feature Selection Approach and Explainable Deep Learning	Fatma Yaprakdal, Merve Varol Arısoy	2023	https://doi.org/10.3390/app132312946	Q2
Real-time detection of acromegaly from facial images with artificial intelligence	Muhammed Kızılgül, Nurettin Doğan Karakış, Hayri Bostan, Muhammed Mutlu Yapıcı, Ümran Gül, Bekir Uçan, Elvan Duman, Hakan Düğer, Erman Çakal, Ömer Akın	2023	https://doi.org/10.1093/ejendo/lvad005	Q1
Machine learning-based novel continuous authentication system using soft keyboard typing behavior and motion sensor data	Ensar Arif Sağbaş, Serkan Ballı	2024	https://doi.org/10.1007/s00521-023-09360-9	Q2
Real-time stress detection from smartphone sensor data using genetic algorithm-based feature subset optimization and k-nearest neighbor algorithm	Ensar Arif Sağbaş, Serdar Korukoğlu, Serkan Ballı	2024	https://doi.org/10.1007/s11042-023-15706-1	Q2
Detailed analysis of Türkiye's agricultural biomass-based energy potential with machine learning algorithms based on environmental and climatic conditions	İhsan Pençe, Kazım Kumaş, Melike Şişeci Çeşmeli, Ali Özhan Akyüz	2024	https://doi.org/10.1007/s10098-024-02822-1	Q2
Future prediction of biogas potential and CH4 emission with boosting algorithms: the case of cattle, small ruminant, and poultry manure from Turkey	İhsan Pençe, Melike Şişeci Çeşmeli, Ali Özhan Akyüz	2024	https://doi.org/10.1007/s11356-024-32666-7	Q1
Increasing the Fitting Precision of Implicit Polynomial Curves in 2D Modeling through Signomial Powers	İhsan Pençe	2024	https://doi.org/10.1109/ACCESS.2024.3402112	Q2
The Effect of Noise Removal Filters on Classifying Different Types of Medical Images	Furkan Atlan, İhsan Pençe	2024	https://doi.org/10.1016/j.dsp.2024.104613	Q2
Study of biocapacity areas to reduce ecological footprint deficits: A case study of Turkey	İhsan Pençe, Melike Şişeci Çeşmeli, Kazım Kumaş, Ali Özhan Akyüz, Azim Doğuş Tuncer, Afşin Güngör	2024	https://doi.org/10.1016/j.scitotenv.2024.173018	Q1
Animal-based CO2, CH4, and N2O emissions analysis: Machine learning predictions by agricultural regions and climate dynamics in varied scenarios	İhsan Pençe, Kazım Kumaş, Melike Şişeci Çeşmeli, Ali Özhan Akyüz	2024	https://doi.org/10.1016/j.compag.2024.109423	Q1
A Multiform Many-objective Evolutionary Algorithm for Multi-label Feature Selection in Classification	Emrah Hançer, Bing Xue, Mengjie Zhang	2024	https://doi.org/10.1109/TEVC.2024.3523469	Q1
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	Emrah Hançer, Bing Xue, Mengjie Zhang	2024	https://doi.org/10.1109/TETCI.2024.3502471	Q1
CompSegNet: An enhanced U-shaped architecture for nuclei segmentation in H&E histopathology images	Mohamed Traoré, Emrah Hançer, Refik Samet, Zeynep Yıldırım, Nooshin Nemati	2024	https://doi.org/10.1016/j.bspc.2024.106699	Q1
An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme	Emrah Hançer	2024	https://doi.org/10.1007/s10994-021-05990-z	Q2
A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification	Emrah Hançer, Bing Xue, Mengjie Zhang	2024	https://doi.org/10.1109/TAI.2024.3380590	Q1
A multi-head attention-enhanced fully connected neural network for predicting the thermodynamic properties of low-GWP refrigerant R450A	Melike Şişeci Çeşmeli	2025	https://doi.org/10.1007/s10973-025-14470-8	Q2
Increasing the prediction efficacy of the thermodynamic properties of R515B refrigerant with machine learning algorithms using SMOGN data augmentation method	Melike Şişeci Çeşmeli	2025	https://doi.org/10.1016/j.ijrefrig.2025.07.026	Q1
HFSCP: A Heuristic Feature Selection Method Based on Clustering and Parabolic Approximation With Multi-Classifier Evaluation	Melike Şişeci Çeşmeli	2025	https://doi.org/10.1109/ACCESS.2025.3630069	Q2
Classification success of salivary interleukin-1β in periodontitis grading with artificial intelligence models: a cross-sectional observational study	Erensu Uzar, İhsan Pençe, Melike Şişeci Çeşmeli, Zuhal Yetkin Ay	2025	https://doi.org/10.1590/1678-7757-2024-0580	Q2
Optimization of cleaning and hygiene processes in healthcare using digital technologies and ensuring quality assurance with blockchain	Semra Tebrizcik, Süleyman Ersöz, Elvan Duman, Adnan Aktepe, Ahmet Kürşad Türker	2025	https://doi.org/10.3390/app15158460	Q2
Enhancing Traceability and Reliability in Cold Chain Logistics Through Hyperledger Fabric and IoT	Elvan Duman, Ebru Aydoğan	2025	https://doi.org/10.3390/app152212149	Q2
Machine learning algorithms for predicting energy and exergy performance of vapor compression refrigeration cycle with internal heat exchanger	Ragıp Yıldırım, Arzu Şencan Şahin, İhsan Pençe	2025	https://doi.org/10.1007/s10973-025-14954-7	Q2
A Many-Objective Diversity-Guided Differential Evolution Algorithm for Multi-Label Feature Selection in High-Dimensional Datasets	Emrah Hançer, Bing Xue, Mengjje Zhang	2025	https://doi.org/10.1109/TETCI.2025.3529840	Q2
Convolutional neural networks can diagnose schizophrenia	Mürşide Değirmenci, Murat Sürücü, Matjaž Perc, Yalçın İşler	2025	https://doi.org/10.1016/j.jocs.2025.102634	Q2
Awareness, attitudes, and habits of university students enrolled in Turkish language and literature degree programmes towards AI: the case of Türkiye	Nesime Ceyhan Akça, Özlem Yeşim Özbek, Serap Aslan Cobutoğlu, Mehmet Furkan Akça	2026	https://doi.org/10.1057/s41599-025-06368-5	Q1
A Survey on Evolutionary Feature Selection in Multilabel Classification	Emrah Hançer, Bing Xue, Mengjje Zhang	2026	https://doi.org/10.1109/TEVC.2025.3544681	Q1
Applying large language model for automated quality scoring of radiology requisitions using a standardized criteria	Raşit Eren Büyüktoka, Murat Sürücü, Pelin Berfin Erekli Derinkaya, Zehra Hilal Adıbelli, Ali Salbas, Ali Murat Koç, Aslı Dilara Büyüktoka, Yalçın İşler, Mehmet Alperen Uğur, Elif Işıklar	2026	https://doi.org/10.1007/s00330-025-11933-2	Q1
Magnetic resonance imaging-based artificial intelligence model predicts neoadjuvant therapy response in triple-negative breast cancer	Raşit Eren Büyüktoka, Zehra Hilal Adıbelli, Murat Sürücü, Özlem Özdemir, Yalçın İşler, Ali Murat Koç, Aslı Dilara Büyüktoka, Demet Kocatepe Çavdar, Özge Aslan, Serhat Değer, Ayşenur Oktay	2026	https://doi.org/10.4274/dir.2025.253376	Q2
Spatiotemporal Forecasting of Mediterranean Blue Mussel Biofouling Settlement to Inform Aquaculture Management	Emrah Hançer, Romain Chaput, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang	2026	https://doi.org/10.1002/nzm2.70035	Q2
Forecasting Green-Lipped Mussel Settlement via Feature Engineering and Random Forest Regressor	Emrah Hançer, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang	2026	https://doi.org/10.1002/nzm2.70012	Q2