| Ziemba, Ewa W.; Maruszewska, Ewa W.; Karmańska, Anna; Aydın, Mehmet N.; Şahin, Aydın (2026), "Critical Digital Data Enabling Traceability for Smart Honey Value Chains", Journal of Computer Information Systems, Vol.66, No.1, 109-122 DOI: 10.1080/08874417.2025.2469092 |
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| Fidan, Vahap Gazi; Aydin, Dilvin; Yazgi, Irem; Akten, E. Demet (2026), "Reshaping globular dynamics of S. aureus pyruvate kinase via bond restraints to allosteric sites", Journal of Computer Aided Molecular Design, Vol.40, No.1, DOI: 10.1007/s10822-025-00713-1 |
| Savasci, Alper; Ceylan, Oguzhan; Paudyal, Sumit (2026), "Supervised learning-driven dead band control of occupant thermostats for energy-efficient residential HVAC", Sustainable Energy Grids and Networks, Vol.45, DOI: 10.1016/j.segan.2025.102110 |
| Balli, Tugce; Kacar, Saygin; Fatih Yetkin, E. (2026), "Adaptive Segmentation of IIoT time series data via change point detection for machinery fault classification", IEEE Access, Vol.14, 10540-10551 DOI: 10.1109/ACCESS.2026.3654958 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2025), "Advanced restoration management strategies in smart grids: The role of distributed energy resources and load priorities", Computers and Electrical Engineering, Vol.123, DOI: 10.1016/j.compeleceng.2025.110196 |
| Yetkin, E. Fatih; Ballı, Tuğçe (2025), "Privacy Preservation for Machine Learning in IIoT Data via Manifold Learning and Elementary Row Operations", International Conference on Information Systems Security and Privacy, Vol.2, 607-614 DOI: 10.5220/0013275000003899 |
| Mollakuqe, Elissa; Dimitrova, Vesna; Dag, Hasan; Atanasovski, Simon (2025), "Comprehensive Examination of Network Access, Logging, and Auditing Strategies in Public and Private Institutions: Safeguarding Information Security, Resilience, and Compliance in the Digital Era", Communications in Computer and Information Science, Vol.2436 CCIS, 51-62 DOI: 10.1007/978-3-031-86162-8_4 |
| Çakir, Muhammed Turhan; Nayir, Hasan; Demir, Alper; Kaya, Hüseyin; Ceylan, Oǧuzhan (2025), "A Reinforcement Learning Based Approach to Solve Voltage Issues in Distribution Networks", 2025 IEEE 19th International Conference on Compatibility Power Electronics and Power Engineering Cpe Powereng 2025 Proceedings, DOI: 10.1109/CPE-POWERENG63314.2025.11027244 |
| Oguzhan, Ceylan; Alper, Savasci (2025), "Hosting capacity calculation methods", 1: 1 |
| Hibatullah, Helmi; Ballı, Tuğçe; Yetkin, E. Fatih (2025), "Verbal harassment detection in online games using machine learning methods", Entertainment Computing, Vol.55, DOI: 10.1016/j.entcom.2025.101009 |
| Cetkin, Erkam; Emirhan Arslan, M.; Bozbuga, Burak; Furkan Kalayci, B.; Ilhan Ecevit, M.; Balli, Tugce; Can Yuksel, M.; Cem Yilmaz, S.; Ceylan, Oguzhan (2025), "Electricity Theft Detection Using Machine Learning Approaches: A Case Study in Turkiye", Proceedings of 2025 34th Annual Conference of the European Association for Education in Electrical and Information Engineering Eaeeie 2025, DOI: 10.1109/EAEEIE65428.2025.11136701 |
| Ulu, Damla Pilevne; Erkan, Yonca; Reis, Amine Seyhun Alkan; Guvenc, Himmet Murat; Cavur, Mahmut (2025), "Impacts of the changes in agriproduction on rural heritage in the case of Mu€şkule, € Iznik, Turkey", Journal of Cultural Heritage Management and Sustainable Development, DOI: 10.1108/JCHMSD-01-2024-0021 |
| Çakır, Muhammed Turhan; Esen, Irem Sude; Ceylan, Oğuzhan; Zehir, Mustafa Alparslan; Zanaj, Elma (2025), "A Grey Wolf Optimization Based Approach to Provide Ancillary Services for Battery Owners", Serbian Journal of Electrical Engineering, Vol.22, No.2, 243-265 DOI: 10.2298/SJEE2502243C |
| Ballı, Tuğçe; Fatih Yetkin, E. (2025), "Evaluating Cognitive and Emotional Engagement in AI-Assisted Virtual Reality Through EEG", Digital Presentation and Preservation of Cultural and Scientific Heritage, Vol.15, 73-79 DOI: 10.55630/dipp.2025.15.7 |
| Ballı, Tuğçe; Peker, Hasan; Pişkin, Şenol; Fatih Yetkin, E. (2025), "RESTORATIVE: Improving Accessibility to Cultural Heritage with AI-Assisted Virtual Reality", Digital Presentation and Preservation of Cultural and Scientific Heritage, Vol.15, 65-71 DOI: 10.55630/dipp.2025.15.6 |
| Mollakuqe, Elissa; Dag, Hasan; Mollakuqe, Vesa; Dimitrova, Vesna (2025), "Analyzing the Structure of Groupoids of Order 3, 4, and 5 Using PCA", Lecture Notes in Networks and Systems, Vol.1444 LNNS, 25-40 DOI: 10.1007/978-981-96-6932-5_3 |
| Neupane, Aashutosh; Paudyal, Sumit; Ceylan, Oguzhan (2025), "Dynamic Droop Setting of Smart Inverters for Volt-VAr Control in Active Distribution Grids", IEEE Power and Energy Society General Meeting, DOI: 10.1109/PESGM52009.2025.11225698 |
| Hussein, Olla; Balli, Tügce; Yetkin, E. Fatih (2025), "Evaluation of Feature Selection Methods for Motor Imagery Electroencephalography from the Interpretability Perspective", International Conference on Computer Science and Engineering Ubmk, No.2025, 733-738 DOI: 10.1109/UBMK67458.2025.11206781 |
| Shafi, Rana; Shilpakar, Simran; Yetkin, E. Fatih; Balli, Tuǧçe (2025), "Privacy-Aware PCA with Noise Perturbation for IIoT Data", International Conference on Computer Science and Engineering Ubmk, No.2025, 1368-1373 DOI: 10.1109/UBMK67458.2025.11206787 |
| Ceylan, Oğuzhan; Neshat, Mehdi; Mirjalili, Seyedali (2024), "Cascaded H-bridge multilevel inverters optimization using adaptive grey wolf optimizer with local search", Electrical Engineering, Vol.106, No.2, 1765-1779 DOI: 10.1007/s00202-021-01441-z |
| Altinisik, Gunda Esra; Aydin, Mehmet Nafiz; Perdahci, Ziya Nazim; Pasin, Merih (2024), "Network analysis of innovation mentor community of practice", Kybernetes, Vol.53, No.8, 2525-2540 DOI: 10.1108/K-10-2022-1479 |
| Altinisik, Gunda Esra; Aydin, Mehmet Nafiz (2024), "Innovation mentor community of practice: a social network analysis perspective", International Journal of Innovation Science, Vol.16, No.4, 731-747 DOI: 10.1108/IJIS-09-2022-0179 |
| Heidari, Arash; Jafari Navimipour, Nima; Dag, Hasan; Unal, Mehmet (2024), "Deepfake detection using deep learning methods: A systematic and comprehensive review", Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol.14, No.2, DOI: 10.1002/widm.1520 |
| Düzgün, Berkant; Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (2024), "Network intrusion detection system by learning jointly from tabular and text-based features", Expert Systems, Vol.41, No.4, DOI: 10.1111/exsy.13518 |
| Heidari, Arash; Navimipour, Nima Jafari; Dag, Hasan; Talebi, Samira; Unal, Mehmet (2024), "A Novel Blockchain-Based Deepfake Detection Method Using Federated and Deep Learning Models", Cognitive Computation, Vol.16, No.3, 1073-1091 DOI: 10.1007/s12559-024-10255-7 |
| Ebadi, Ramin; Aboshady, F. M.; Ceylan, Oguzhan; Pisica, Ioana; Ozdemir, Aydogan (2024), "Multi-Criteria Decision Making in Optimal Operation Problem of Unbalanced Distribution Networks Integrated with Photovoltaic Units", IEEE Access, Vol.12, 79481-79495 DOI: 10.1109/ACCESS.2024.3394868 |
| Curebal, Faruk; Dag, Hasan (2024), "Enhancing Malware Classification: A Comparative Study of Feature Selection Models with Parameter Optimization", 2024 Systems and Information Engineering Design Symposium, SIEDS 2024, 511-516 DOI: 10.1109/SIEDS61124.2024.10534669 |
| Akdur, Gorkem; Aydin, Mehmet N.; Akdur, Gizdem (2024), "Understanding Virtual Onboarding Dynamics and Developer Turnover Intention in the Era of Pandemic", Journal of Systems and Software, Vol.216, DOI: 10.1016/j.jss.2024.112136 |
| Demir, Ebubekir; Cavur, Mahmut; Yu, Yu Ting; Duzgun, H. Sebnem (2024), "An Evaluation of AI Models’ Performance for Three Geothermal Sites", Energies, Vol.17, No.13, DOI: 10.3390/en17133255 |
| Ecevit, Mert Ilhan; Pervez, Muhammad Hasban; Dag, Hasan; Creutzburg, Reiner (2024), "The Open Source Intelligence (OSINT) in the Electricity Sector: Balancing Utility and Responsibility", IS and T International Symposium on Electronic Imaging Science and Technology, Vol.36, No.3, 3181-31813 DOI: 10.2352/EI.2024.36.3.MOBMU-318 |
| Cano Garcia, Jose Luis; Patrick Udechukwu, Izuchukwu; Ibrahim, Isiaq Bolaji; John Chukwu, Ikechukwu; Dag, Hasan; Dimitrova, Vesna; Mollakuqe, Elissa (2024), "Securing AI Systems: A Comprehensive Overview of Cryptographic Techniques for Enhanced Confidentiality and Integrity", 2024 13th Mediterranean Conference on Embedded Computing, MECO 2024, DOI: 10.1109/MECO62516.2024.10577883 |
| Tülay, Emine Elif; Balli, Tugçe (2024), "Decoding Functional Brain Data for Emotion Recognition: A Machine Learning Approach", ACM Transactions on Applied Perception, Vol.21, No.3, DOI: 10.1145/3657638 |
| Uçar, Bilal Emir; Ecevit, Mert Ilhan; Daǧ, Hasan; Creutzburg, Reiner (2024), "A Comprehensive Review of Open Source Intelligence in Intelligent Transportation Systems", Proceedings - 2024 International Conference on Intelligent Environments, IE 2024, 109-116 DOI: 10.1109/IE61493.2024.10599907 |
| Disiacik, Irem; Zehir, Alparslan; Zanaj, Elma; Ceylan, Oguzhan (2024), "Energy Management To Provide Multiple Services From Battery To Grid", 2024 9th International Conference on Energy Efficiency and Agricultural Engineering, EE and AE 2024 - Proceedings, DOI: 10.1109/EEAE60309.2024.10600519 |
| Çolhak, Furkan; Ecevit, Mert İlhan; Daǧ, Hasan; Creutzburg, Reiner (2024), "Comparing Deep Neural Networks and Machine Learning for Detecting Malicious Domain Name Registrations", 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, DOI: 10.1109/COINS61597.2024.10622643 |
| Bamatraf, Mohammed; Ceylan, Ǒguzhan; Pisica, Ioana; Özdemir, Aydoǧan (2024), "Voltage Profile Improvement in Unbalanced Distribution Networks for Probabilistic Generation and Consumption", PMAPS 2024 - 18th International Conference on Probabilistic Methods Applied to Power Systems, DOI: 10.1109/PMAPS61648.2024.10667300 |
| Colhak, Furkan; Ecevit, Mert Ilhan; Dag, Hasan; Creutzburg, Reiner (2024), "SecureReg: Combining NLP and MLP for Enhanced Detection of Malicious Domain Name Registrations", International Conference on Electrical, Computer, and Energy Technologies, ICECET 2024, DOI: 10.1109/ICECET61485.2024.10698551 |
| Yetkin, E. Fatih; Ceylan, Oguzhan; Pisica, Ioana; Ozdemir, Aydogan (2024), "A Topology Detector Based Power Flow Approach for Radial and Weakly Meshed Distribution Networks", 2024 International Conference on Smart Energy Systems and Technologies: Driving the Advances for Future Electrification, SEST 2024 - Proceedings, DOI: 10.1109/SEST61601.2024.10694284 |
| Savasci, Alper; Ceylan, Oguzhan; Paudyal, Sumit (2024), "Optimal Dead Band Control of Occupant Thermostats for Grid-Interactive Homes", 2024 International Conference on Smart Energy Systems and Technologies: Driving the Advances for Future Electrification, SEST 2024 - Proceedings, DOI: 10.1109/SEST61601.2024.10694204 |
| Mollakuqe, Elissa; Dag, Hasan; Dimitrova, Vesna (2024), "Mathematical Foundations and Implementation of CONIKS Key Transparency", Applied Sciences (Switzerland), Vol.14, No.21, DOI: 10.3390/app14219725 |
| Mollakuqe, Elissa; Rexhepi, Shasivar; Bunjaku, Ridvan; Dag, Hasan; Chukwu, Ikechukwu John (2024), "Algorithm for Key Transparency with Transparent Logs", Open Research Europe, Vol.4, DOI: 10.12688/openreseurope.18200.2 |
| Savasci, Alper; Ceylan, Oguzhan; Paudyal, Sumit (2024), "Data-Driven Methods for Optimal Setting of Legacy Control Devices in Distribution Grids", IEEE Power and Energy Society General Meeting, DOI: 10.1109/PESGM51994.2024.10760279 |
| Ilme, Didem Bakiler; Öper, Merve; Yetkin, E. Fatih (2024), "Comparison of Feature Selection Methods for Mechanical Properties of Cold Rolled Products in Flat Steel Manufacturing", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 457-461 DOI: 10.1109/UBMK63289.2024.10773482 |
| Hayytbayev, Gafur; Küçük, Kerem; Çavur, Mahmut (2024), "A Robust Microservices Framework for Indoor Tracking System Development", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 1133-1137 DOI: 10.1109/UBMK63289.2024.10773474 |
| Öztürk, Asena; Aydin, Mehmet Nafiz (2024), "A Machine Learning Approach to Steel Sheet Production Surface Quality", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 462-467 DOI: 10.1109/UBMK63289.2024.10773408 |
| Çolhak, Furkan; Ecevit, Mert Ilhan; Daǧ, Hasan (2024), "Transfer Learning for Phishing Detection: Screenshot-Based Website Classification", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 784-789 DOI: 10.1109/UBMK63289.2024.10773490 |
| Kaçar, Saygin; Balli, Tuǧçe; Yetkin, E. Fatih (2024), "Automatic Segmentation of Time Series Data with PELT Algorithm for Predictive Maintenance in the Flat Steel Industry", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 902-907 DOI: 10.1109/UBMK63289.2024.10773396 |
| Ecevit, Mert Ilhan; Çukur, Zakire; Izgün, Muhammed Ali; Ui Ain, Noor; Daǧ, Hasan (2024), "Resource-Efficient Ensemble Learning for Edge IIoT Network Security Against OSINT-Based Attacks", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 778-783 DOI: 10.1109/UBMK63289.2024.10773407 |
| Güler, Aykut; Balli, Tuǧçe; Yetkin, E. Fatih (2024), "On Symbolic Prediction of Time Series for Predictive Maintenance Based on SAX-LSTM", UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, 950-954 DOI: 10.1109/UBMK63289.2024.10773607 |
| Sayilar, Burak Cem; Mihci, Gamze; Ceylan, Oguzhan (2024), "Synthetic Data for Non-Intrusive Load Monitoring: A Markov Chain Based Approach", 2024 3rd International Conference on Energy Transition in the Mediterranean Area, SyNERGY MED 2024, DOI: 10.1109/SyNERGYMED62435.2024.10799364 |
| Yesilyurt, Gunnur; Ceylan, Oguzhan (2024), "An Ant-Lion Optimization Based Approach to Solve Phase Balancing Problem in Distribution Networks", 2024 59th International Universities Power Engineering Conference, UPEC 2024, DOI: 10.1109/UPEC61344.2024.10892577 |
| Savasci, Alper; Ceylan, Oguzhan; Paudyal, Sumit (2024), "Data-Driven Local Control Design for Dead Band Control of Load Tap Changers", 2024 59th International Universities Power Engineering Conference, UPEC 2024, DOI: 10.1109/UPEC61344.2024.10892461 |
| Angın, Pelin; Zehir, Alparslan; Ceylan, Oguzhan; Eissa, Mohamed Aly Amin Selim; Yüksel, Murat Can; Deveci, Umur; Yılmaz, Seyit Cem; Göl, Murat (2024), "Permissioned Blockchain-Based Monitoring Framework for DER-Integrated Distribution Networks", IET Conference Proceedings, Vol.2024, No.29, 187-192 DOI: 10.1049/icp.2024.4658 |
| Koca, Ash; Erdem, Zeki; Dag, Hasan (2024), "Towards Better Energy Efficiency Through Coil-Based Electricity Consumption Forecasting in Steel Manufacturing", 2024 5th International Conference on Clean and Green Energy Engineering, CGEE 2024, 78-82 DOI: 10.1109/CGEE62671.2024.10955928 |
| Yetkin, E. Fatih; Ceylan, Oguzhan (2023), "Recycling Newton–Krylov algorithm for efficient solution of large scale power systems", International Journal of Electrical Power and Energy Systems, Vol.144, DOI: 10.1016/j.ijepes.2022.108559 |
| Hindistan, Yavuz Selim; Fatih Yetkin, E. (2023), "A Hybrid Approach with GAN and DP for Privacy Preservation of IIoT Data", IEEE Access, Vol.11, 5837-5849 DOI: 10.1109/ACCESS.2023.3235969 |
| Bulut, Cem; Ballı, Tuğçe; Yetkin, E. Fatih (2023), "Comparative classification performances of filter model feature selection algorithms in EEG based brain computer interface system", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.38, No.4, 2397-2407 DOI: 10.17341/gazimmfd.978895 |
| Taskin, Gulsen; Fatih Yetkin, E.; Camps-Valls, Gustau (2023), "A Scalable Unsupervised Feature Selection with Orthogonal Graph Representation for Hyperspectral Images", IEEE Transactions on Geoscience and Remote Sensing, Vol.61, DOI: 10.1109/TGRS.2023.3284475 |
| Narasimhan, Pranesh Kumar; Bhosale, Chinmay; Pervez, Muhammad Hasban; Naqvi, Najiba Zainab; Ecevit, Mert Ilhan; Schwarz, Klaus; Creutzburg, Reiner (2023), "Open-Source Intelligence (OSINT) Investigation in Facebook", IS and T International Symposium on Electronic Imaging Science and Technology, Vol.35, No.3, DOI: 10.2352/EI.2023.35.3.MOBMU-357 |
| Colhak, Furkan; Ucar, Bilal Emir; Saygut, Ipek; Duzgun, Berkant; Demirkiran, Ferhat; Dag, Hasan (2023), "Garbage in, Garbage Out: A Case Study on Defective Product Prediction in Manufacturing", UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering, 282-287 DOI: 10.1109/UBMK59864.2023.10286707 |
| Pervez, Muhammad Hasban; Ecevit, Mert Ilhan; Naqvi, Najiba Zainab; Creutzburg, Reiner; Dag, Hasan (2023), "Towards Better Cyber Security Consciousness: The Ease and Danger of OSINT Tools in Exposing Critical Infrastructure Vulnerabilities", UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering, 438-443 DOI: 10.1109/UBMK59864.2023.10286573 |
| Demirkiran, Ferhat; Oner, Onur; Komecoglu, Yavuz; Guven, Ramazan; Komecoglu, Basak Buluz (2023), "Fine-tuning Wav2Vec2 for Classification of Turkish Broadcast News and Advertisement Jingles", 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, DOI: 10.1109/ASYU58738.2023.10296544 |
| Guvencli, Mert; Kiran, Halil; Dogan, Erkan; Dag, Hasan; Ozyuruyen, Burcu; Cakar, Tuna (2023), "Optimizing Collective Building Management through a Machine Learning-based Decision Support System", 4th International Informatics and Software Engineering Conference - Symposium Program, IISEC 2023, DOI: 10.1109/IISEC59749.2023.10391049 |
| Polycarpou, Alexis; Shiacallis, Sotiris; Christofides, Nicholas; Papadakis, Antonis; Papadopoulos, Theofilos; Ceylan, Oguzhan (2023), "Validation Of Wind Turbine Model Software Simulation Using Real Time Windspeed Measurements", 14th International Conference on Electrical and Electronics Engineering, ELECO 2023 - Proceedings, DOI: 10.1109/ELECO60389.2023.10415948 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2023), "Optimal Allocation of Distributed Generators and Mobile Battery Energy Storage Systems in Distribution System", 2023 IEEE 7th Conference on Energy Internet and Energy System Integration, EI2 2023, 368-373 DOI: 10.1109/EI259745.2023.10512676 |
| Pasin, Merih; Aydin, Mehmet N.; Ovaci, Ceyda (2023), "A European Perspective on Innovation Management a Semi-structured Model for the Corporate Innovation System (CIS)", 1: 1 |
| Unal, Ugur; Dag, Hasan (2022), "AnomalyAdapters: Parameter-Efficient Multi-Anomaly Task Detection", IEEE Access, Vol.10, 5635-5646 DOI: 10.1109/ACCESS.2022.3141161 |
| Özlü, İsmail Alperen; Baimakhanov, Olzhas; Saukhimov, Almaz; Ceylan, Oğuzhan (2022), "A Heuristic Methods-Based Power Distribution System Optimization Toolbox", Algorithms, Vol.15, No.1, DOI: 10.3390/a15010014 |
| Öper, Merve; Yorulmaz, Ugur; Sevik, Cem; Ay, Feridun; Perkgöz, Nihan Kosku (2022), "Controlled CVD growth of ultrathin M o 2 C (MXene) flakes", Journal of Applied Physics, Vol.131, No.2, DOI: 10.1063/5.0067970 |
| Ahmadi, Bahman; Younesi, Soheil; Ceylan, Oguzhan; Ozdemir, Aydogan (2022), "An advanced Grey Wolf Optimization Algorithm and its application to planning problem in smart grids", Soft Computing, Vol.26, No.8, 3789-3808 DOI: 10.1007/s00500-022-06767-9 |
| Aydin, Sahin; Nafiz Aydin, Mehmet (2022), "Design and implementation of a smart beehive and its monitoring system using microservices in the context of IoT and open data", Computers and Electronics in Agriculture, Vol.196, DOI: 10.1016/j.compag.2022.106897 |
| Moraga, J.; Duzgun, H. S.; Cavur, M.; Soydan, H. (2022), "The Geothermal Artificial Intelligence for geothermal exploration", Renewable Energy, Vol.192, 134-149 DOI: 10.1016/j.renene.2022.04.113 |
| Sönmez, Ferdi; Perdahçı, Ziya Nazım; Aydın, Mehmet Nafiz (2022), "Big Data Analytics and Models", 1: 1 |
| Demirkıran, Ferhat; Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (2022), "An ensemble of pre-trained transformer models for imbalanced multiclass malware classification", Computers and Security, Vol.121, DOI: 10.1016/j.cose.2022.102846 |
| Cavur, Mahmut; Demir, Ebubekir (2022), "RSSI-based hybrid algorithm for real-time tracking in underground mining by using RFID technology", Physical Communication, Vol.55, DOI: 10.1016/j.phycom.2022.101863 |
| Koca, Asli; Erdem, Zeki; Aydin, Mehmet N. (2022), "Forecasting the Short-Term Electricity In Steel Manufacturing For Purchase Accuracy on Day-Ahead Market", Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, 210-215 DOI: 10.1109/UBMK55850.2022.9919563 |
| Ecevit, Mert Ilhan; Erdem, Zeki; Dag, Hasan (2022), "Reviewing the Effects of Spatial Features on Price Prediction for Real Estate Market: Istanbul Case", Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, 490-495 DOI: 10.1109/UBMK55850.2022.9919540 |
| Gencaydin, Buket; Kahya, Ceyda Nur; Demirkiran, Ferhat; Duzgun, Berkant; Cayir, Aykut; Dag, Hasan (2022), "Benchmark Static API Call Datasets for Malware Family Classification", Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, 137-141 DOI: 10.1109/UBMK55850.2022.9919580 |
| Ceylan, Oğuzhan (2021), "Multi-verse optimization algorithm- and salp swarm optimization algorithm-based optimization of multilevel inverters", Neural Computing and Applications, Vol.33, No.6, 1935-1950 DOI: 10.1007/s00521-020-05062-8 |
| Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (2021), "Random CapsNet forest model for imbalanced malware type classification task", Computers and Security, Vol.102, DOI: 10.1016/j.cose.2020.102133 |
| Cavur, Mahmut; Moraga, Jaime; Sebnem Duzgun, H.; Soydan, Hilal; Jin, Ge (2021), "Displacement analysis of geothermal field based on psinsar and som clustering algorithms: A case study of Brady field, Nevada—USA", Remote Sensing, Vol.13, No.3, 1-22 DOI: 10.3390/rs13030349 |
| Odevci, B. B.; Emsen, E.; Aydin, M. N. (2021), "Machine learning algorithms for lamb survival", Computers and Electronics in Agriculture, Vol.182, DOI: 10.1016/j.compag.2021.105995 |
| Ceylan, Oguzhan; Paudyal, Sumit; Pisica, Ioana (2021), "Nodal Sensitivity-Based Smart Inverter Control for Voltage Regulation in Distribution Feeder", IEEE Journal of Photovoltaics, Vol.11, No.4, 1105-1113 DOI: 10.1109/JPHOTOV.2021.3070416 |
| Amini, Erfan; Golbaz, Danial; Asadi, Rojin; Nasiri, Mahdieh; Ceylan, Oguzhan; Nezhad, Meysam Majidi; Neshat, Mehdi (2021), "A comparative study of metaheuristic algorithms for wave energy converter power take-off optimisation: A case study for eastern australia", Journal of Marine Science and Engineering, Vol.9, No.5, DOI: 10.3390/jmse9050490 |
| Yetkin, E. Fatih; Pişkin, Şenol (2021), "Sensitivity of computational fluid dynamics simulations against soft errors", Computing, Vol.103, No.11, 2687-2709 DOI: 10.1007/s00607-021-00976-0 |
| Lamprianidou, I. S.; Papadopoulos, T. A.; Kryonidis, G. C.; Yetkin, E. Fatih; Pippi, K. D.; Chrysochos, A. I. (2021), "Assessment of load and generation modelling on the quasi-static analysis of distribution networks", Sustainable Energy, Grids and Networks, Vol.27, DOI: 10.1016/j.segan.2021.100509 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2021), "A multi-objective optimization evaluation framework for integration of distributed energy resources", Journal of Energy Storage, Vol.41, DOI: 10.1016/j.est.2021.103005 |
| Younesi, Soheil; Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2021), "Allocation of Distributed Generators Using Parallel Grey Wolf optimization", Proceedings of 2021 9th International Conference on Modern Power Systems, MPS 2021, DOI: 10.1109/MPS52805.2021.9492702 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2021), "Distributed energy resource allocation using multi-objective grasshopper optimization algorithm", Electric Power Systems Research, Vol.201, DOI: 10.1016/j.epsr.2021.107564 |
| Ahmadi, Bahman; Younesi, Soheil; Ceylan, Oguzhan; Ozdemir, Aydogan (2021), "The arithmetic optimization algorithm for optimal energy resource planning", 2021 56th International Universities Power Engineering Conference: Powering Net Zero Emissions, UPEC 2021 - Proceedings, DOI: 10.1109/UPEC50034.2021.9548204 |
| Ceylan, Oguzhan; Neshat, Mehdi; Mirjalili, Seyedali (2021), "Optimization of multilevel inverters using novelty-driven Multi-verse Optimization algorithm", 2021 56th International Universities Power Engineering Conference: Powering Net Zero Emissions, UPEC 2021 - Proceedings, DOI: 10.1109/UPEC50034.2021.9548192 |
| Ahmadi, Bahman; Younesi, Soheil; Ceylan, Oguzhan; Ozdemir, Aydogan (2021), "Multi-objective distributed energy resource integration in radial distribution networks", 2021 56th International Universities Power Engineering Conference: Powering Net Zero Emissions, UPEC 2021 - Proceedings, DOI: 10.1109/UPEC50034.2021.9548208 |
| Burramukku, Bhavana; Ceylan, Oguzhan; Neshat, Mehdi (2021), "Power output prediction of wave farms using fully connected networks", 2021 56th International Universities Power Engineering Conference: Powering Net Zero Emissions, UPEC 2021 - Proceedings, DOI: 10.1109/UPEC50034.2021.9548274 |
| Kafkas, Kenan; Perdahçı, Ziya Nazım; Aydın, Mehmet Nafiz (2021), "Discovering customer purchase patterns in product communities: An empirical study on co-purchase behavior in an online marketplace", Journal of Theoretical and Applied Electronic Commerce Research, Vol.16, No.7, 2965-2980 DOI: 10.3390/jtaer16070162 |
| Ünal, Uğur; Kahya, Ceyda Nur; Kurtlutepe, Yaprak; Dağ, Hasan (2021), "Investigation of Cyber Situation Awareness via SIEM tools: a constructive review", Proceedings - 6th International Conference on Computer Science and Engineering, UBMK 2021, 676-681 DOI: 10.1109/UBMK52708.2021.9558964 |
| Ceylan, Oguzhan; Paudyal, Sumit; Pisicay, Ioana (2021), "Analysis of Local and Centralized Control of PV Inverters for Voltage Support in Distribution Feeders", IEEE Power and Energy Society General Meeting, Vol.2021-July, DOI: 10.1109/PESGM46819.2021.9637910 |
| Younesi, Soheil; Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2021), "Energy Loss Minimization with Parallel Implementation of Marine Predators Algorithm", 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021, 67-72 DOI: 10.23919/ELECO54474.2021.9677829 |
| Ceylan, Oguzhan; Taskin, Gülsen (2021), "FEATURE SELECTION USING SELF ORGANIZING MAP ORIENTED EVOLUTIONARY APPROACH", International Geoscience and Remote Sensing Symposium (IGARSS), Vol.2021-July, 4003-4006 DOI: 10.1109/IGARSS47720.2021.9553491 |
| Dilan, Ebru; Aydin, Mehmet N. (2021), "Adoption of design thinking in industry 4.0 project management", 1: 1 |
| Aydin, Şahin; Aydin, Mehmet Nafiz (2020), "A sustainable multi-layered open data processing model for agriculture: IoT based case study using semantic web for hazelnut fields", Advances in Science, Technology and Engineering Systems, Vol.5, No.2, 309-319 DOI: 10.25046/aj050241 |
| Işik, Muhittin; Dağ, Hasan (2020), "The impact of text preprocessing on the prediction of review ratings", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.28, No.3, 1405-1421 DOI: 10.3906/elk-1907-46 |
| Camalan, Mahmut; Çavur, Mahmut (2020), "Development of a supervised classification method to construct 2D mineral maps on backscattered electron images", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.28, No.2, 1030-1043 DOI: 10.3906/elk-1906-60 |
| Ceylan, Oğuzhan; Sezgin, Mustafa Erdem; Göl, Murat; Verga, Maurizio; Lazzari, Riccardo; Kwaye, Marcel Pendieu; Sandroni, Carlo (2020), "Harmony search algorithm based management of distributed energy resources and storage systems in microgrids", Applied Sciences (Switzerland), Vol.10, No.9, DOI: 10.3390/app10093252 |
| Aydin, Mehmet N.; Perdahci, Ziya N.; Safak, I.; van Hillegersberg, J. (Jos) (2020), "Metadata Action Network Model for Cloud Based Development Environment", Advances in Intelligent Systems and Computing, Vol.1161 AISC, 531-543 DOI: 10.1007/978-3-030-45697-9_52 |
| Aydin, Sahin; Aydin, Mehmet N. (2020), "Ontology-based data acquisition model development for agricultural open data platforms and implementation of OWL2MVC tool", Computers and Electronics in Agriculture, Vol.175, DOI: 10.1016/j.compag.2020.105589 |
| Aydin, Sahin; Aydin, Mehmet Nafiz (2020), "Semantic and syntactic interoperability for agricultural open-data platforms in the context of IoT using crop-specific trait ontologies", Applied Sciences (Switzerland), Vol.10, No.13, DOI: 10.3390/app10134460 |
| Karadayi, Yildiz; Aydin, Mehmet N.; Ög˘renci, A. Selçuk (2020), "A hybrid deep learning framework for unsupervised anomaly detection in multivariate spatio-temporal data", Applied Sciences (Switzerland), Vol.10, No.15, DOI: 10.3390/app10155191 |
| Akdur, Gorkem; Aydin, Mehmet Nafiz; Akdur, Gizdem (2020), "Adoption of mobile health apps in dietetic practice: Case study of diyetkolik", JMIR mHealth and uHealth, Vol.8, No.10, DOI: 10.2196/16911 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2020), "Impacts of Load and Generation Volatilities on the Voltage Profiles Improved by Distributed Energy Resources", UPEC 2020 - 2020 55th International Universities Power Engineering Conference, Proceedings, DOI: 10.1109/UPEC49904.2020.9209811 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2020), "Voltage Profile Improving and Peak Shaving Using Multi-type Distributed Generators and Battery Energy Storage Systems in Distribution Networks", UPEC 2020 - 2020 55th International Universities Power Engineering Conference, Proceedings, DOI: 10.1109/UPEC49904.2020.9209880 |
| Demirkiran, Ferhat; Cayir, Aykut; Unal, Ugur; Dag, Hasan (2020), "Website category classification using fine-tuned BERT language model", 5th International Conference on Computer Science and Engineering, UBMK 2020, 333-336 DOI: 10.1109/UBMK50275.2020.9219384 |
| Karadayi, Yildiz; Aydin, Mehmet N.; Öğrenci, Arif Selçuk (2020), "Unsupervised anomaly detection in multivariate spatio-temporal data using deep learning: Early detection of covid-19 outbreak in Italy", IEEE Access, Vol.8, 164155-164177 DOI: 10.1109/ACCESS.2020.3022366 |
| Agullo, Emmanuel; Cools, Siegfried; Yetkin, Emrullah Fatih; Giraud, Luc; Schenkels, Nick; Vanroose, Wim (2020), "On soft errors in the conjugate gradient method: Sensitivity and robust numerical detection", SIAM Journal on Scientific Computing, Vol.42, No.6, C335-C358 DOI: 10.1137/18M122858X |
| Ceylan, Oguzhan; Taskin, Gulsen; Paudyal, Sumit (2020), "A comparative study of surrogate based learning methods in solving power flow problem", IEEE Power and Energy Society General Meeting, Vol.2020-August, DOI: 10.1109/PESGM41954.2020.9281640 |
| Baimakhan, Olzhas; Şenyüz, Hande; Sauchimov, Almaz; Ceylan, Oguzhan (2020), "Optimal capacitor sizing and placement using dragonfly algorithm: A case study in Kazakhstan", IET Conference Publications, Vol.2020, No.CP780, 208-212 DOI: 10.1049/icp.2021.1276 |
| Aydin, Mehmet N.; Perdahci, N. Ziya (2019), "Dynamic network analysis of online interactive platform", Information Systems Frontiers, Vol.21, No.2, 229-240 DOI: 10.1007/s10796-017-9740-8 |
| Wang, Jingyuan; Bharati, Guna R.; Paudyal, Sumit; Ceylan, Oǧuzhan; Bhattarai, Bishnu P.; Myers, Kurt S. (2019), "Coordinated Electric Vehicle Charging with Reactive Power Support to Distribution Grids", IEEE Transactions on Industrial Informatics, Vol.15, No.1, 54-63 DOI: 10.1109/TII.2018.2829710 |
| Aydin, Mehmet N.; Perdahci, Ziya N. (2019), "School-wide friendship metadata correlations", Computers and Education, Vol.129, 159-173 DOI: 10.1016/j.compedu.2018.11.001 |
| Dilan, Ebru; Aydin, Mehmet N. (2019), "An Integrated Framework for Examining Innovation Alignment in Organizations", International Journal of Innovation and Technology Management, Vol.16, No.4, DOI: 10.1142/S0219877019500391 |
| Dahman, Mohammed R.; Dağ, Hasan (2019), "Machine learning model to predict an adult learner’s decision to continue ESOL course", Education and Information Technologies, Vol.24, No.4, 2429-2452 DOI: 10.1007/s10639-019-09884-5 |
| Ceylan, Oguzhan; Taskin, Gulsen (2019), "Optimization of graph affinity matrix with heuristic methods in dimensionality reduction of hypespectral images", 27th Signal Processing and Communications Applications Conference, SIU 2019, DOI: 10.1109/SIU.2019.8806533 |
| Çavur, M.; Camalan, M.; Ketizmen, H.; Agitoǧlu, S. (2019), "Sentinel-1 sar verileri kullanilanarak maden kaymalarini ve deformasyonlarini izleme", IMCET 2019 - Proceedings of the 26th International Mining Congress and Exhibition of Turkey, 509-517 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2019), "Grey Wolf optimizer for allocation and sizing of distributed renewable generation", 2019 54th International Universities Power Engineering Conference, UPEC 2019 - Proceedings, DOI: 10.1109/UPEC.2019.8893584 |
| Yetkin, E. Fatih; Ceylan, Oguzhan; Papadopoulos, Theofilos A.; Kazaki, Anastasia G.; Barzegkar-Ntovom, Georgios A. (2019), "Active and Reactive Power Load Profiling Using Dimensionality Reduction Techniques and Clustering", 2019 54th International Universities Power Engineering Conference, UPEC 2019 - Proceedings, DOI: 10.1109/UPEC.2019.8893443 |
| Pisica, Ioana; Ceylan, Oguzhan (2019), "Multi-Agent model of electricity networks - a perspective on distribution network charges", 2019 54th International Universities Power Engineering Conference, UPEC 2019 - Proceedings, DOI: 10.1109/UPEC.2019.8893625 |
| Hindistan, Yavuz Selim; Aiyakogu, Burhan Aasin; Rezaeinazhad, Arash Mohammadian; Korkmaz, Halil Ergun; Dag, Hasan (2019), "Alternative Credit Scoring and Classification Employing Machine Learning Techniques on a Big Data Platform", UBMK 2019 - Proceedings, 4th International Conference on Computer Science and Engineering, 731-734 DOI: 10.1109/UBMK.2019.8907113 |
| Taskin, Gulsen; Ceylan, Oguzhan (2019), "An adaptive affinity matrix optimization for locality preserving projection via heuristic methods for hyperspectral image analysis", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.12, No.12, 4690-4697 DOI: 10.1109/JSTARS.2019.2947355 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2019), "Optimal allocation of multi-type distributed generators for minimization of power losses in distribution systems", 2019 20th International Conference on Intelligent System Application to Power Systems, ISAP 2019, DOI: 10.1109/ISAP48318.2019.9065974 |
| Cavur, M.; Duzgun, H. S.; Kemec, S.; Demirkan, D. C. (2019), "Land use and land cover classification of Sentinel 2-A: St Petersburg case study", International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, Vol.42, No.1/W2, 13-16 DOI: 10.5194/isprs-archives-XLII-1-W2-13-2019 |
| Gökalp, Ebru; Gökalp, Mert Onuralp; Eren, P. Erhan (2019), "Industry 4.0 revolution in clothing and apparel factories: Apparel 4.0", 1: 1 |
| Ahmadi, Bahman; Ceylan, Oguzhan; Ozdemir, Aydogan (2019), "Cuckoo search algorithm for optimal siting and sizing of multiple distributed generators in distribution grids", Proceedings - International Conference on Modern Electric Power Systems, MEPS 2019, DOI: 10.1109/MEPS46793.2019.9395018 |
| Şener, Umut; Gökalp, Ebru; Eren, P. Erhan (2019), "Toward a maturity model for industry 4.0: A systematic literature review", 1: 1 |
| Aydin, Mehmet N.; Dilan, Ebru (2019), "Issues regarding deployment of IPv6 and business model canvas for IPv6", 1: 1 |
| Ceylan, Oǧuzhan; Taşkin, Gülşen (2019), "Graph optimized locality preserving projection via heuristic optimization algorithms", International Geoscience and Remote Sensing Symposium (IGARSS), Vol.2019-January, 3065-3068 DOI: 10.1109/IGARSS.2019.8900479 |
| Sönmez, Ferdi; Perdahçi, Ziya Nazim; Aydin, Mehmet Nafiz (2019), "Big data analytics and models", 1: 1 |
