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Araştırma Sonucu

Yıla göre Araştırma Çıktıları 1998 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 903 Konferans katkısı
• 457 Makale
• 36 Bölüm
• 31 Konferans makalesi
• 58 Daha fazla
  • 21 Editöryal
  • 17 Yazı
  • 13 İnceleme makalesi
  • 3 Yorum/tartışma
  • 2 Ön söz/son söz
  • 2 Kısa anket

Yıla göre Araştırma Çıktıları

Yıla göre Araştırma Çıktıları

Arama sonuçları

• 2025

  An integrated imitation and reinforcement learning methodology for robust agile aircraft control with limited pilot demonstration data

  Sever, G. G., Demir, U., Satir, A. S., Sahin, M. C. & Ure, N. K., Mar 2025, In: Aerospace Science and Technology. 158, 109682.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Reinforcement Learning 100%
  • Imitation Learning 100%
  • Learning Methodology 100%
  • Aircraft Control 100%
  • Generation Model 100%

• Annotation-efficient, patch-based, explainable deep learning using curriculum method for breast cancer detection in screening mammography

  Camurdan, O., Tanyel, T., Aktufan Cerekci, E., Alis, D., Meltem, E., Denizoglu, N., Seker, M. E., Oksuz, I. & Karaarslan, E., Ara 2025, In: Insights into Imaging. 16, 1, 60.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Explainable Deep Learning 100%
  • Annotation-efficient 100%
  • Standard Deviation 100%
  • Patch Size 100%
  • Artificial Intelligence 100%

• A reinforcement learning approach for optimized MRI sampling with region-specific fidelity

  Xu, R. & Oksuz, I., 14 Tem 2025, In: Neurocomputing. 638, 130116.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Reinforcement Learning 100%
  • Learning Approach 100%
  • Metrics 33%
  • Fast Fourier Transform 33%
  • Optimization Technique 33%

• Assessing the aggressiveness of prostate cancer using ADC and relaxation maps from synthetic MRI

  Sirolu, S., Seker, M. E., Alis, D., Guroz, B., Kayhan, C. K., Tokat, F., Argun, O. B., Oksuz, I. & Karaarslan, E., 2025, (Kabul Edilmiş/Basında) In: Acta Radiologica.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Synthetic MRI 100%
  • Relaxation Map 100%
  • Magnetic Resonance Imaging 100%
  • Prostate Cancer 100%
  • Prostate Cancer Aggressiveness 75%

• Audio-Driven Talking Face Generation with Stabilized Synchronization Loss

  Yaman, D., Eyiokur, F. I., Bärmann, L., Ekenel, H. K. & Waibel, A., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 417-435 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); hac. 15077 LNCS).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Lip Synchronization 100%
  • Audio-driven Talking Face Generation 100%
  • Quality Issue 100%
  • State-of-the-Art Method 100%
  • Reference Video 100%

• Bayesian curriculum generation in sparse reward reinforcement learning environments

  Akgün, O. & Üre, N. K., Haz 2025, In: Engineering Science and Technology, an International Journal. 66, 102048.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Sparse Reward Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Learning Algorithm 100%
  • Learning Context 50%
  • Specific Difficulties 50%

• Biomarker Identification for Alzheimer’s Disease Using a Multi-Filter Gene Selection Approach

  Pashaei, E., Pashaei, E. & Aydin, N., Mar 2025, In: International Journal of Molecular Sciences. 26, 5, 1816.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Biological Phenomena and Functions Concerning the Entire Organism 100%
  • Random Forest 100%
  • Hub Genes 100%
  • Feature Extraction 100%
  • Differentially Expressed Gene 100%

• Cloud-Based Control System with Sensing and Actuating Textile-Based IoT Gloves for Telerehabilitation Applications

  Ozlem, K., Gumus, C., Yilmaz, A. F., Tuncay Atalay, A., Atalay, O. & Ince, G., 2025, (Kabul Edilmiş/Basında) In: Advanced Intelligent Systems.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Internet of Things 100%
  • GloVe 100%
  • Textile-based 100%
  • Cloud-based Control System 100%
  • Telerehabilitation 100%

• Deep Learning Approaches in the Effects of Recession and FOMC Minutes on Oil Prices

  Karabas, A. & Aydin, N., 2025, In: IEEE Access. 13, p. 28946-28961 16 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Deep Learning Methods 100%
  • Oil Price 100%
  • Crude Oil Price 100%
  • Federal Open Market Committee 100%
  • Administrative Structure 100%

• Discriminative Frontal Face Synthesis by Using Attention and Metric Learning

  Cevikalp, H., Turgut, K. & Topal, C., 2025, (Kabul Edilmiş/Basında) In: Journal of Signal Processing Systems.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Metric Learning 100%
  • Attention Learning 100%
  • Frontal Face Synthesis 100%
  • Facial Representation 100%
  • Metrics 100%

• Efficient Roof Selection in Rainwater Harvesting: Hybrid Multi-criteria and Experimental Approach

  Hamidi, M. N., Shitreh, S., Cengiz, A. I., Ozcelik, K., Eryildiz-Yesir, B., Ekmekcioğlu, Ö., Halat, O. M., Demirel, M. C., Canberk, B., Koyuncu, I., Isik, O., Guven, H., Ozgun, H. & Ersahin, M. E., Mar 2025, In: Water Resources Management. 39, 4, p. 1567-1586 20 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Rainwater Harvesting 100%
  • Harvested Rainwater 100%
  • Multi-criteria 100%
  • Irrigation 100%
  • Rainwater 100%

• Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning

  Pamay Arslan, T. & Eryiğit, G., Oca 2025, In: Computer Speech and Language. 89, 101681.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Transfer Learning 100%
  • Research Question 100%
  • Deep Learning Method 100%
  • Deep Learning 100%
  • Coreference Resolution 100%
  1 Atıf (Scopus)

• Error annotation: a review and faceted taxonomy

  Eryiğit, G., Golynskaia, A., Sayar, E. & Türker, T., 2025, (Kabul Edilmiş/Basında) In: Language Resources and Evaluation.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Faceted Taxonomy 100%
  • Error Annotation 100%
  • Morphology 100%
  • Flat Surface 100%
  • Error Correction 100%

• Fog Computing-based Real-Time Emotion Recognition using Physiological Signals

  Erzurumluoglu, O. F., Ozlem, K., Atalay, A. T., Atalay, O. & Ince, G., 2025, 27th International Conference on Advanced Communications Technology: Toward Secure and Comfortable Life in AI Cambrian Explosion Era!!, ICACT 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 442-450 9 p. (International Conference on Advanced Communication Technology, ICACT).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Physiological Signal 100%
  • Fog Computing 100%
  • Response Time 66%
  • Total Response Time 66%
  • Human Computer Interaction 33%

• FogETex: Fog Computing Framework for Electronic Textile Applications

  Ozlem, K., Tuncay Atalay, A., Atalay, O. & Ince, G., 2025, In: IEEE Internet of Things Journal. 12, 6, p. 6856-6874 19 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • E-textiles 100%
  • Textile Applications 100%
  • Fog Computing 100%
  • Electronic Textile 100%
  • Textile Application 100%

• High-Throughput Median Filtering for Large Kernel Sizes on CUDA

  Yildirim, S. & Topal, C., 2025, Seventeenth International Conference on Machine Vision, ICMV 2024. Osten, W. (ed.). SPIE, 135170X. (Proceedings of SPIE - The International Society for Optical Engineering; hac. 13517).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • CPU-GPU 100%
  • CUDA Platform 100%
  • GPU-based 100%
  • Bit Data 100%
  • Histogram Based Method 100%

• Improved BCI calibration in multimodal emotion recognition using heterogeneous adversarial transfer learning

  Sarikaya, M. A. & Ince, G., 2025, In: PeerJ Computer Science. 11, e2649.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Electroencephalography 100%
  • Brain-computer Interface 100%
  • Multimodal Emotion Recognition 100%
  • Adversarial Transfer Learning 100%
  • Transfer Learning 100%
  1 Atıf (Scopus)

• Interpretable ECG analysis for myocardial infarction detection through counterfactuals

  Tanyel, T., Atmaca, S., Gökçe, K., Balık, M. Y., Güler, A., Aslanger, E. & Öksüz, İ., Nis 2025, In: Biomedical Signal Processing and Control. 102, 107227.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Machine Learning Models 100%
  • ECG Analysis 100%
  • Myocardial Infarction Detection 100%
  • Counterfactual Explanations 100%
  • Interpretability 100%

• Malicious Web Session Detection with Ensemble-Based Methods

  Yılmazer Demirel, D. & Sandıkkaya, M. T., 2025, Computational Intelligence - 14th and 15th International Joint Conference on Computational Intelligence IJCCI 2022 and IJCCI 2023, Revised Selected Papers. Bäck, T., van Stein, N., Wagner, C., Garibaldi, J. M., Marcelloni, F., Lam, H. K., Cottrell, M., Doctor, F., Filipe, J., Warwick, K. & Kacprzyk, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 133-148 16 p. (Studies in Computational Intelligence; hac. 1196 SCI).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Web Environment 100%
  • Criminal Behavior 40%
  • Machine-based Methods 40%

• Mammographic Breast Positioning Assessment via Deep Learning

  Tanyel, T., Denizoglu, N., Seker, M. E., Alis, D., Cerekci, E., Karaarslan, E., Aribal, E. & Oksuz, I., 2025, Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - 1st Deep Breast Workshop, Deep-Breath 2024, Held in Conjunction with MICCAI 2024, Proceedings. Mann, R. M., Zhang, T., Han, L., Litjens, G., Tan, T., Truhn, D., Li, S., Gao, Y., Doyle, S., Martí Marly, R., Kather, J. N., Pinker-Domenig, K. & Wu, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 107-116 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); hac. 15451 LNCS).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Breast Positioning 100%
  • Breast Cancer 100%
  • Nipple 66%
  • Diagnostic Errors 33%
  • Patient Stress 33%

• Obstacle Detection and Ship Recognition System for Unmanned Surface Vehicles

  Sayan, S. & Ekenel, H. K., 2025, In: Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 3, p. 113-122 10 p.

  Araştırma sonucu: Dergiye katkı › Konferans makalesi › bilirkişi

  • Recognition System 100%
  • Vision Transformer 100%
  • YOLOv5 100%
  • obstacle detection 100%
  • Ship Classification 100%

• Preface

  Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y., 2025, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 15224 LNCS, p. v-vi

  Araştırma sonucu: Dergiye katkı › Editöryal

• Search task extraction using k-contour based recurrent deep graph clustering

  Ates, N. & Yaslan, Y., Oca 2025, In: Engineering Applications of Artificial Intelligence. 139, 109501.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Contour-based 100%
  • Task Extraction 100%
  • Search Tasks 100%
  • Deep Graph Clustering 100%
  • Clustering Graph 100%

• SegResNet Based Reciprocal Transformation for BONBID-HIE Lesion Segmentation

  Aydın, M. A., Abdinli, E. & Unal, G., 2025, AI for Brain Lesion Detection and Trauma Video Action Recognition - 1st BONBID-HIE Lesion Segmentation Challenge and 1st Trauma Thompson Challenge, Held in Conjunction with MICCAI 2023, Proceedings. Bao, R., Grant, E., Ou, Y., Kirkpatrick, A. & Wachs, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-44 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); hac. 14567 LNCS).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Lesion Segmentation 100%
  • Hypoxic-ischemic Encephalopathy 100%
  • Reciprocal Transformation 100%
  • SegResNet 100%
  • Dice 100%

• Semantic Flow Control for Task-Oriented Position Tracking

  Tolga Sari, T., Bayram, B., Kim, B. S. & Secinti, G., 2025, (Kabul Edilmiş/Basında) In: IEEE Access.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Mobile Tagging 100%
  • Semantic Flow 100%
  • Flow Control 100%
  • Tracking (Position) 100%
  • Measurement Unit 75%

• Sentiment analysis in sign language

  Takır, Ş., Bilen, B. & Arslan, D., Mar 2025, In: Signal, Image and Video Processing. 19, 3, 223.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Sentiment Analysis 100%
  • Facial Expression 100%
  • Hand Gesture 100%
  • Sign Language 100%
  • Performance Enhancement 20%

• Textile-based Low-frequency RC Filter for Noise Reduction in ECG signals

  Al-azzawi, N., Yunculer, I., Ozlem, K., Cetin, M. S., Atalay, A. T., Atalay, O. & Ince, G., Mar 2025, In: Global Challenges. 9, 3, 2400237.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Capacitive 100%
  • Signal-to-Noise Ratio 100%
  • Past Decade 100%
  • Wearable Technology 100%
  • e-textiles 100%

• Toward 6G-Enabled URLLCs: Digital Twin, Open Ran, and Semantic Communications

  Masaracchia, A., Nguyen, V. L., Da Costa, D. B., Ak, E., Canberk, B., Sharma, V. & Duong, T. Q., 2025, In: IEEE Communications Magazine. 9, 1, p. 13-20 8 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Ultra Reliable Low Latency Communication 100%
  • Digital Twin 100%
  • Semantic Communication 100%
  • Radio Access Network 66%
  • Research Direction 33%

• Unsupervised Attack Detection on MIL-STD-1553 Bus for Avionic Platforms

  Evcil, M., Tok, Z. Y. & Sandıkkaya, M. T., 2025, Information Technologies and Their Applications - 2nd International Conference, ITTA 2024, Proceedings. Mammadova, G., Aliev, T. & Aida-zade, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 28-43 16 p. (Communications in Computer and Information Science; hac. 2225 CCIS).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Attack Detection 100%
  • MIL-STD-1553 100%
  • Avionics Platforms 100%
  • Avionics 100%
  • Machine Learning Technique 100%

• ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents

  Pala, F., Akpınar, M. Y., Deniz, O. & Eryiğit, G., 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Revised Selected Papers. Meo, R. & Silvestri, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 307-322 16 p. (Communications in Computer and Information Science; hac. 2137 CCIS).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Financial Documents 100%
  • Unstructured Documents 100%
  • BiLSTM-CRF 100%
  • Key Information Extraction 100%
  • Information Extraction 100%
• 2024

  3D printing of an artificial intelligence-generated patient-specific coronary artery segmentation in a support bath

  Sokmen, S., Cakmak, S. & Oksuz, I., 1 May 2024, In: Biomedical Materials (Bristol). 19, 3, 035038.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Artificial Intelligence 100%
  • Patient-specific 100%
  • 3D Printing 100%
  • Coronary Artery Segment 100%
  • Support Bath 100%
  4 Atıf (Scopus)

• Abstract meaning representation of Turkish

  Oral, E., Acar, A. & Eryiğit, G., 28 Oca 2024, In: Natural Language Engineering. 30, 1, p. 171-200 30 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Abstract Meaning Representation 100%
  • Meaning Representation 100%
  • Speed-up 100%
  • Knowledge Base 100%
  • Constituent Order 100%
  6 Atıf (Scopus)

• A Data Serialization-based Framework for Efficient IoT Management

  Huseynov, K., Cakir, L. V., Al-Shareeda, S., Ozdem, M. & Canberk, B., 2024, 2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024. Institute of Electrical and Electronics Engineers Inc., p. 707-712 6 p. (2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Internet of Things 100%
  • Data Serialization 100%
  • Interoperability 100%
  • Service Application 100%
  • Gateway 100%

• A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis

  MacHado, I., Puyol-Anton, E., Hammernik, K., Cruz, G., Ugurlu, D., Olakorede, I., Oksuz, I., Ruijsink, B., Castelo-Branco, M., Young, A., Prieto, C., Schnabel, J. & King, A., 1 Mar 2024, In: IEEE Transactions on Biomedical Engineering. 71, 3, p. 855-865 11 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Deep Learning Methods 100%
  • FMRI Analysis 100%
  • Quality-aware 100%
  • Undersampling 100%
  • MRI Reconstruction 100%
  2 Atıf (Scopus)

• A Digital Twin Powered Aerial Link Orchestration using SDRs

  Bayram, B. & Secinti, G., 2024, 2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024. Institute of Electrical and Electronics Engineers Inc., p. 888-893 6 p. (2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Drone 100%
  • Aerial 100%
  • Digital Twin 100%
  • Packet Delivery Ratio 100%
  • Control Unit 100%

• Advanced Facial Expression Classification with CNN-Transformer Integration for Human-Computer Interaction

  Azmoudeh, A., Gumussoy, C. A. & Ekenel, H. K., 2024, UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering. Adali, E. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 800-805 6 p. (UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Human-computer Interaction 100%
  • Facial Expression Classification 100%
  • CNN-Transformer 100%
  • Human Computer Interaction 100%
  • Facial Expression 100%

• Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques

  Sun, C., Fontanesi, G., Canberk, B., Mohajerzadeh, A., Chatzinotas, S., Grace, D. & Ahmadi, H., 2024, In: IEEE Open Journal of Vehicular Technology. 5, p. 825-854 30 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Machine Learning Techniques 100%
  • Comprehensive Survey 100%
  • Unmanned Aerial Vehicle (UAV) Communication 100%
  • Edge Machine Learning 100%
  • Unmanned Aerial Vehicle 100%
  12 Atıf (Scopus)

• Adversarial random graph neural network for anomaly detection

  Tüzen, A. & Yaslan, Y., Mar 2024, In: Digital Signal Processing: A Review Journal. 146, 104374.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Graph Structure 100%
  • Anomaly Detection 100%
  • Random Graphs 100%
  • Graph Neural Network 100%
  • Autoencoder 100%
  2 Atıf (Scopus)

• A Dynamically Selected GPT Model for Phishing Detection

  Beydemir, A. B., Sezgin, U., Dogan, U., Asiklar, B. E., Yerlikaya, F. A. & Bahtiyar, S., 2024, 2024 14th International Conference on Advanced Computer Information Technologies, ACIT 2024 - Proceedings. Institute of Electrical and Electronics Engineers, p. 481-484 4 p. (Proceedings - International Conference on Advanced Computer Information Technologies, ACIT).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Phishing Detection 100%
  • GPT Models 100%
  • Incident Response Team 100%
  • Pre-detection 66%
  • Cybersecurity 50%
  1 Atıf (Scopus)

• A fuzzy logic-based quality model for identifying microservices with low maintainability

  Yılmaz, R. & Buzluca, F., Eki 2024, In: Journal of Systems and Software. 216, 112143.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Fuzzy Logic 100%
  • Maintainability 100%
  • Quality Model 100%
  • Logic-based 100%
  • Microservices 100%

• A GNN Model with Adaptive Weights for Session-Based Recommendation Systems

  Ozbay, B., Tugay, R. & Oguducu, S. G., 24 May 2024, Proceedings of the 2024 9th International Conference on Machine Learning Technologies, ICMLT 2024. Association for Computing Machinery, p. 258-264 7 p. (ACM International Conference Proceeding Series).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  Açık erişim

  • Neural Network Model 100%
  • Graph Neural Network 100%
  • Adaptive Weight 100%
  • Session-based Recommendation 100%
  • Session-based Recommendation System 100%

• A high-Accuracy ionospheric foF2 critical frequency forecast using long short-Term memory LSTM

  Denisenko-Floyd, A., Yucel, M. & Ustundag, B. B., 22 Kas 2024, In: Environmental Data Science. 3, e26.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Self Organizing Systems 100%
  • Ionospherics 100%
  • Critical Frequency 100%
  • Long Short-Term Memory 100%
  • Critical Wavelength 100%

• AI-Based Short-Term Precipitation Prediction in Precision Agriculture

  Sentop, M. S., Yucel, M. & Ustundag, B. B., 2024, 12th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2024. Institute of Electrical and Electronics Engineers Inc., (12th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2024).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Precision Agriculture 100%
  • Precipitation Prediction 100%
  • AI-based Methods 100%
  • Short-term Precipitation 100%
  • Mean Absolute Error 100%

• AI-enabled data management for digital twin networks

  Ak, E., Yurdakul, G., Al-Dubai, A. & Canberk, B., 1 Oca 2024, Digital Twins for 6G: Fundamental theory, technology and applications. Institution of Engineering and Technology, p. 49-81 33 p.

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Bölüm › bilirkişi

  • Data Management 100%
  • Digital Twin 100%
  • AI-based Methods 100%
  • Digital Twin Network 100%
  • Artificial Intelligence 100%

• AI-Enhanced Digital Twin Framework for Cyber-Resilient 6G Internet of Vehicles Networks

  Yigit, Y., Maglaras, L. A., Buchanan, W. J., Canberk, B., Shin, H. & Duong, T. Q., 2024, In: IEEE Internet of Things Journal. 11, 22, p. 36168-36181 14 p.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  • Artificial Intelligence 100%
  • Cyber Resilient 100%
  • Digital Twin Framework 100%
  • Internet of Vehicles 100%
  • Vehicle Network 100%
  7 Atıf (Scopus)

• An AI-Assisted Autonomous IoRT Agent for Smart Spaces

  Kayataş, Y. & Kabadayi, S., 2024, UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering. Adali, E. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 613-618 6 p. (UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Artificial Intelligence 100%
  • Smart Spaces 100%
  • Internet of Robotic Things (IoRT) 100%
  • Ultrasonic Sensor 100%
  • Environmental Sensor 100%

• Analyzing the Effect of Combined Degradations on Face Recognition

  Saritas, E. & Ekenel, H. K., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  Açık erişim

  • Face Recognition 100%
  • Combined Degradation 100%
  • Recognition Model 100%
  • Face Recognition Model 66%
  • Real-world Degradation 66%

• Analyzing the Feature Extractor Networks for Face Image Synthesis

  Saritas, E. & Ekenel, H. K., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  Açık erişim

  • Feature Extractor 100%
  • Face Synthesis 100%
  • InceptionV3 100%
  • Image Synthesis 100%
  • Inception V3 100%

• A New Method to Detect Malicious DNS over HTTPS via Feature Reduction

  Bozkurt, A. K., Sarikaya, B. S., Aköz, H. E., Taşpinar, A. & Bahtiyar, Ş., 2024, UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering. Adali, E. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 754-759 6 p. (UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering).

  Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

  • Feature Reduction 100%
  • DNS over HTTPS 100%
  • Malicious DoH 50%
  • Machine Learning Algorithms 25%
  • Challenging Tasks 25%

• An interpretable framework for inter-observer agreement measurements in TILs scoring on histopathological breast images: A proof-of-principle study

  Capar, A., Ekinci, D. A., Ertano, M., Niazi, M. K. K., Balaban, E. B., Aloglu, I., Dogan, M., Su, Z., Aker, F. V. & Gurcan, M. N., Ara 2024, In: PLoS ONE. 19, 12 December, e0314450.

  Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

  Açık erişim

  • Breast Image 100%
  • Interobserver Agreement 100%
  • Proof of Concept Study 100%
  • Interpretive Framework 100%
  • Tumor-infiltrating Lymphocytes 100%