2025

• Bilgin M., Turan M., Aspect-Based Sentiment Analysis for Turkish Reviews Using Token and Sequential Classification Methods, INTERNATIONAL JOURNAL OF COMPUTER AND INFORMATION TECHNOLOGY, vol.14, no.3, pp.90-99, 2025

• Bilgin M., Demir E., DPATransLLM: Detection of Pronominal Anaphora in Turkish Sentences Using Transformer-based, Large Language Models and Hybrid Ensemble Approach, APPLIED SCIENCES, vol.15, no.23, pp.1-17, 2025

• Bilgin M., Eser M., Irony and Sarcasm Detection in Turkish Texts: A Comparative Study of Transformer-Based Models and Ensemble Learning, APPLIED SCIENCES, vol.15, no.23, pp.1-25, 2025

• Bilgin M., Turan O., Şimşir C., Estimation of the dominant process parameters on coating thickness in a continuous galvanizing line with computational fluid dynamics and machine learning approaches, INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, vol.126, no.24, pp.1-23, 2025

• Eser M., Kaya Y., Mardani A., Bilgin M., Bozdemir M., Enhancing the Analysis of Rheological Behavior in Clinker-Aided Cementitious Systems Through Large Language Model-Based Synthetic Data Generation, MATERIALS, vol.18, no.15, pp.1-20, 2025 

• Kaya Y., Kobya V., Eser M., Mardani N., Bilgin M., Mardani A., Evaluation of the Effect of Using Different Types of Clinker Grinding Aids on Grinding Performance by Numerical Analysis, Materials (Basel, Switzerland), vol.18, no.12, 2025 

• BİLGİN M., Mert A., Feature weighting concatenated multi-head self-attention for amputee EMG classification, Biomedical Signal Processing and Control, vol.103, 2025 

• ESER M., BİLGİN M., Yasin E. T., Koklu M., Using pretrained models in ensemble learning for date fruits multiclass classification, Journal of Food Science, vol.90, no.3, 2025 

• Leblebici M., Çalhan A., CİCİOĞLU M., Transfer Learning-Based Modulation Recognition From a Data Wisdom Perspective for Disaster Case Management, Transactions on Emerging Telecommunications Technologies , vol.36, no.11, 2025

• Çoban G., Cicioğlu M., Çalhan A., Load Balancing and Quality of Experience in Software-Defined Networks, Sakarya University Journal of Computer and Information Sciences (Online) , vol.8, no.3, pp.382-391, 2025

• Leblebici M. M., Çalhan A., Cicioğlu M., Unveiling the Power of Features: A Comparative Study of Machine Learning and Deep Learning for Modulation Recognition, PHYSICAL COMMUNICATION , vol.1, no.1, pp.1-20, 2025

• İpek A. D., Cicioğlu M., Çalhan A., AIRSDN: AI based Routing in Software-Defined Networks for Multimedia Traffic Transmission, COMPUTER COMMUNICATIONS , vol.1, no.1, pp.1-20, 2025

• Kaya F., Şanlı E., Albayrak Ö., Ünal P., Kırcı P., Asset Administration Shell Tool Comparison: A Case Study with Real Digital Twins Used in Petrochemical Industry, Sensors , vol.25, no.7, 2025

• Acar S., ÖZCAN G., GÜLBANDILAR E., Mutational and Expressional Similarities Among Paraganglioma, Low-Grade Glioma, and Glioblastoma: A Comprehensive Clustering Approach to Central Nervous System Tumors, Turkish Neurosurgery , vol.35, no.3, pp.463-473, 2025

• Acar S., ÖZCAN G., GÜLBANDILAR E., An Ensemble Learning Approach for AI-based Classification of Paraganglioma/ Pheochromocytoma, Low Grade Glioma, and Glioblastoma Tumors, TURKISH NEUROSURGERY , vol.35, no.4, pp.627-635, 2025

• Şen C., Doğanay S., Özcan G.,  New accurate deep learning model for Diabetic Retinopathy detection utilizing sequential pre-processing and transfer learning, BIOMEDICAL SIGNAL PROCESSING AND CONTROL , no.109, pp.1-15, 2025

• ÖZCAN G., GÜLBANDILAR E., Kocak Y., Prediction of compressive strengths of Portland cement with random forest, support vector machine and gradient boosting models, Neural Computing and Applications , vol.37, no.28, pp.23495-23511, 2025

• DUMAN M. O., IŞIK İ., Isik E., Er M. B., Bacterial-Based Molecular Communication: Simulation of a Fixed and Receding Receiver Scenarios in Varied Viscosities and Environmental Conditions, ADVANCED THEORY AND SIMULATIONS , vol.8, no.9, 2025

2024

• A. G. Poyraz, M. Kaçmaz, H. Gurkan, A. E. Dirik, "Sub-Pixel Counting based Diameter Measurement Algorithm for Industrial Machine Vision" in Measurement, vol. 225, 114063, Feb. 2024 (SCI-EXP).

• Unal, P., Hatipoglu, O. I., Turker, A., Unal, A. F., Deveci, B. U., Kirci, P.,  ... Ozbayoglu, M.(2024). Comparative Analysis and Performance Evaluation of Underwater Cable Detection and Tracking Techniques: A Comprehensive Survey.  International Transactions on Electrical Energy Systems , vol.2024, no.1, 1-21.

• Sahin, H. G., BİRİCİK ALTUN, Ö., ESER, M., MARDANİ, A.,  & BİLGİN, M., (2024). Research on modeling the thixotropic properties of cementitious systems using regression methods in machine learning.  CONSTRUCTION AND BUILDING MATERIALS , vol.411.

• BİLGİN, M.,  & Mert, A., (2024). Gated transformer network based EEG emotion recognition.  SIGNAL IMAGE AND VIDEO PROCESSING , vol.18, no.10, 6903-6910.

• Bilir, E., Cicioğlu, M.,  & Çalhan, A., (2024). Hybrid Cell Handover Strategy for O-RAN-based Campus Networks.  COMPUTER NETWORKS , vol.1, no.1, 1-20.

• Leblebici, M., Çalhan, A.,  & CİCİOĞLU, M., (2024). Effects of diagram plane on neural network based modulation recognition.  Applied Soft Computing , vol.154.

• Leblebici, M., Çalhan, A.,  & CİCİOĞLU, M., (2024). Deep learning-based modulation recognition with constellation diagram: A case study.  Physical Communication , vol.63.

• Leblebici, M., Çalhan, A.,  & Cicioğlu, M., (2024). CNN-based automatic modulation recognition for index modulation systems.  EXPERT SYSTEMS WITH APPLICATIONS , vol.1, no.1, 1-20.

• Nairi, C., CİCİOĞLU, M.,  & Çalhan, A., (2024). Smart blockchain networks: Revolutionizing donation tracking in the Web 3.0.  Computer Communications , vol.228.

• Tabansız-Göç, G., Akyüz, T., ÖZCAN, G.,  & ÇAVDUR, F., (2024). A goal programming-based approach for multi-period security services scheduling Çok dönemli güvenlik hizmetleri çizelgelemesi için hedef programlama tabanlı bir yaklaşım.  Journal of the Faculty of Engineering and Architecture of Gazi University , vol.40, no.1, 343-354.                 

• ÖZCAN, G., Kocak, B., GÜLBANDILAR, E.,  & KOÇAK, Y., (2024). Efficient machine learning models for estimation of compressive strengths of zeolite and diatomite substituting concrete in sodium chloride solution.  ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , no.10, 14241-14256.

• Kars, F., ÖZCAN, G., GÜLBANDILAR, E.,  & KOÇAK, Y., (2024). Prediction of Compressive Strength and Design Parameters of C30/37, C35/45 and C40/50 Concrete Classes by ANN.  Journal of Civil Engineering and Urbanism , vol.14, no.4, 356-367.

• Acar, S., ÖZCAN, G.,  & GÜLBANDILAR, E., (2024). Investigation of Genes and Their Interactions in Liver Diseases Using Bioinformatics Algorithms.  Gazi University Journal of Science , vol.37, no.1, 150-167.

• Öztürk, C. N., (2024). An assessment of 2-D and 3-D interest point detectors in volumetric images.  EXPERT SYSTEMS WITH APPLICATIONS , vol.252, 124-237. 

2023

• Deveci B. U., Celtikoglu M., Albayrak O., Unal P., Kirci P. , "1-Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single Dimensional Signals" in INFORMATION SYSTEMS FRONTIERS , vol.26, no.6, pp.12-62, 2023 (SCI-Expanded)

• Kirci P., Arslan D., Dincer S. F., "2-A Communication, Management and Tracking Mobile Application for Enhancing Earthquake Preparedness and Situational Awareness in the Event of an Earthquake" in SUSTAINABILITY , vol.15, no.2, pp.15-33, 2023 (SCI-Expanded)

• S. Vatansever, A. E. Dirik and N. Memon, "The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter," in IEEE Transactions on Information Forensics and Security, vol. 18, pp. 248-260, 2023 (SCI-EXP).

• O. C. Kalay, E. Karpat, A. E. Dirik, and F. Karpat, "A One-Dimensional Convolutional Neural Network-Based Method for Diagnosis of Tooth Root Cracks in Asymmetric Spur Gear Pairs" in Machines, vol. 11, no. 4, p. 413, Mar. 2023 (SCI-EXP).

2022

• S. Vatansever, A. E. Dirik and N. Memon, "ENF Based Robust Media Time-Stamping," in IEEE Signal Processing Letters, vol. 29, pp. 1963-1967, 2022. (SCI-E)

• F. Karpat, O.C. Kalay, A.E. Dirik, E. Karpat, "Fault Classification of Wind Turbine Gearbox Bearings Based on Convolutional Neural Networks", Transdisciplinary Journal of Engineering & Science, 13, 2022.

• M. Bilgin, N. Bulut, "Compatibility Themed Solution of the Vehicle Routing Problem on the Heterogeneous Fleet", The International Arab Journal of Information Technology, vol.19, pp.774-784, 2022 (SCI-E)

• M. Bilgin, M. Eser, "Research on Behavior of Two New Random Entity Mobility Models in 3-D Space", Arabian Journal for Science and Engineering, vol.47, pp.1159-1171, 2022  (SCI-E)

2021

• Hamd R. J. , Ali Yahiya T., Kirci P., Multicellular 4G and load balancing over cloud computing. Concurrency and Computation-Practice & Experience, cilt.33, sa.23, 2021 (SCI)  

• Aydindag Bayrak E., Kirci P. Baltica, Determination of the Fractal Dimension of the Active Fault Data along the East Anatolian Fault Zone, cilt.34, sa.1, ss.71-80, 2021 (SCI-Expanded)

• M. Bilgin, A New Approach to Automatically Find and Fix Erroneous Labels in Dependency Parsing Treebanks, , International Arab Journal of Information Technology 18 (3), 356-364   (SCI-E)

• M. Bilgin, A new statistics-based approach to improve Word2Vec's sentiment classification success, Selcuk University Journal of Engineering Sciences 20 (3), 63-72  (Other Index)

• M. Cicioglu, Performance Analysis of Handover Management in 5G Small Cells, Computer Standards & Interfaces, p. 103502, Dec. 2020, doi: 10.1016/j.csi.2020.103502.

• M. Cicioglu, Multi-criteria handover management using entropy-based Saw method for SDN-based 5G small cells, Wireless Networks, vol. 27, no. 4, pp. 2947–2959, May 2021, doi: 10.1007/s11276-021-02625-y.

• M. Cicioglu and A. Çalhan, Smart agriculture with internet of things in cornfields, Computers and Electrical Engineering, vol. 90, no. August 2020, 2021, doi: 10.1016/j.compeleceng.2021.106982. 

• M. Cicioglu and A. Calhan, Internet of Things-Based Firefighters for Disaster Case Management, IEEE Sensors Journal, vol. 21, no. 1, pp. 612–619, Jan. 2021, doi: 10.1109/JSEN.2020.3013333.

• M. Cicioglu and A. Çalhan, ‘Energy Efficiency Solutions for IEEE 802.15.6 Based Wireless Body Sensor Networks’, Wireless Personal Communications, vol. 119, no. 2, pp. 1499–1513, Jul. 2021, doi: 10.1007/s11277-021-08292-8.

• S. Savasci Sen, M. Cicioglu, and A. Çalhan, IoT-based GPS assisted surveillance system with inter-WBAN geographic routing for pandemic situations, Journal of Biomedical Informatics, vol. 116, p. 103731, Apr. 2021, doi: 10.1016/j.jbi.2021.103731.

• A. Çalhan, M. Cicioglu, and A. Ceylan, EHealth monitoring testbed with fuzzy based early warning score system, Computer Methods and Programs in Biomedicine, vol. 202, p. 106008, Apr. 2021, doi: 10.1016/j.cmpb.2021.106008.

• M. Cicioglu and A. ÇALHAN, ‘Bulut Destekli Medikal Nesnelerin Interneti Tabanli Uzaktan Saglik Izleme Sistemi’, Uludag University Journal of The Faculty of Engineering, pp. 1083–1096, Dec. 2021, doi: 10.17482/uumfd.856981.

• Ortac G, Ozcan G, Comparative study of hyperspectral image classification by multidimensional Convolutional Neural Network approaches to improve accuracy, 2021/11/15, Expert Systems with Applications, 182,Sy 115-280,Yayinci Pergamon

2020

• J. A. F. Granadas, M. J. Batalla, C. Togay, "Redundant Localization System for Automatic Vehicles", Mechanical Systems and Signal Processing, vol.136, 2020, Özgün Makale

• C. Togay, "A practical Key Agreement Scheme for Videoconferencing.", Multimedia Tools and Applications, vol.79, pp.23711-23728, 2020, Özgün Makale

• A. Ozcan, C. Catal, C. Togay, B. Tekinerdogan, E. Donmez. "Assessment of Environmental Factors Affecting Software Reliability: a Survey Study", Turkish Journal of Electrical Engineering and Computer Sciences, vol.28, pp.1841 1858, 2020, Özgün Makale

2019

• A. Karaküçük, A.E. Dirik, “PRNU Based Source Camera Attribution for Image Sets Anonymized with Patch-match Algorithm”, Digital Investigation, 2019, doi: 10.1016/j.diin.2019.06.001, (SCI-EXP)

• E.K. Kouokam, A.E. Dirik, "PRNU-based source Device Attribution for YouTube videos, Digital Investigation", vol. 29, pp. 91-100, doi:10.1016/j.diin.2019.03.005, 2019. (SCI-EXP)

• S. Vatansever, A.E. Dirik and N. Memon, "Analysis of Rolling Shutter Effect on ENF based Video Forensics," IEEE Transactions on Information Forensics and Security, DOI: 10.1109/TIFS.2019.2895540, 2019. (SCI)

• H Köktas, M. Bilgin, "Sentiment Analysis with Term Weighting and Word Vectors" International Arab Journal of Information Technology 16 (5), 953-959 (SCI-E)

• M. Bilgin, "A Study on Named Entity Recognition with OpenNLP at English Texts", Journal of Applied Intelligent System 4 (1), 1-8 (Other Index)

2017

• S. Vatansever, A. E. Dirik, and N. Memon, “Detecting the Presence of ENF Signal in Digital Videos: A Superpixel-Based Approach”, IEEE Signal Processing Letters, Vol. 24, No. 10, pp. 1463-1467, 2017. (SCI-EXP)

• E. K. Çeven, A. E. Dirik, A. Karaküçük, U. Yalçin, “Evaluation of Electromagnetic Shielding Effectiveness of Fabrics Produced From Yarns Containing Metal Wire with a Mobile Based Measurement System”, Industria Textila, Vol. 68, No. 4, 2017. (SCI-EXP)

• G. Ozcan, Y. Kocak, E. Gulbandilar, "Estimation of Compressive Strength of BFS and WTRP Blended Cement Mortars with Machine Learning Models" , Computers and Concrete, An International Journal 19 (3), 275-282, 2017 (SCI-EXP)

• M.Bilgin, M.F. Amasyali, Dependency Parsing with Stacked Conditional Random Fields for Turkish, Journal of the Faculty of Engineering and Architecture of Gazi University, 32(2), 385-392, 2017 (SCI-EXP)