1. Kavur, A.E., Gezer, N.S., Barış, M. and 24 more (...) (2021).CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation. Medical Image Analysis,69 [abstract]

  2. Kir, H., Erdogan, N. (2021).A knowledge-intensive adaptive business process management framework. Information Systems,95 [abstract]

  3. Ozcelik, F., Alganci, U., Sertel, E. and 1 more (...) (2021).Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. IEEE Transactions on Geoscience and Remote Sensing,59(4) 3486-3501 [abstract]

  4. Behdadnia, T., Yaslan, Y., Genc, I. (2021).A new method of decision tree based transient stability assessment using hybrid simulation for real-time PMU measurements. IET Generation, Transmission and Distribution,15(4) 678-693 [abstract]

  5. Sserwadda, A., Rekik, I. (2021).Topology-guided cyclic brain connectivity generation using geometric deep learning. Journal of Neuroscience Methods,353 [abstract]

  6. Bessadok, A., Mahjoub, M.A., Rekik, I. (2021).Brain graph synthesis by dual adversarial domain alignment and target graph prediction from a source graph. Medical Image Analysis,68 [abstract]

  7. Akkoca Gazioğlu, B.S., Kamaşak, M.E. (2021).Effects of objects and image quality on melanoma classification using deep neural networks. Biomedical Signal Processing and Control,67 [abstract]

  8. Ghribi, O., Li, G., Lin, W. and 2 more (...) (2021).Multi-Regression based supervised sample selection for predicting baby connectome evolution trajectory from neonatal timepoint. Medical Image Analysis,68 [abstract]

  9. Elmoughni, H.M., Yilmaz, A.F., Ozlem, K. and 5 more (...) (2021).Machine-knitted seamless pneumatic actuators for soft robotics: Design, fabrication, and characterization. Actuators,10(5) [abstract]

  10. Kaya, K., Ak, E., Yaslan, Y. and 1 more (...) (2021).Waste-to-Energy Framework: An intelligent energy recycling management. Sustainable Computing: Informatics and Systems,30 [abstract]

  11. Kivrak, H., Cakmak, F., Kose, H. and 1 more (...) (2021).Social navigation framework for assistive robots in human inhabited unknown environments. Engineering Science and Technology, an International Journal,24(2) 284-298 [abstract]

  12. Dursun, T., Üstündağ, B.B. (2021).A novel framework for policy based on-chain governance of blockchain networks. Information Processing and Management,58(4) [abstract]

  13. Schirmer, M.D., Venkataraman, A., Rekik, I. and 23 more (...) (2021).Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge. Medical Image Analysis,70 [abstract]

  14. Duran, K., Karanlik, B., Canberk, B. (2021).Graph theoretical approach for automated IP lifecycle management in telco networks. International Journal of Network Management,31(4) [abstract]

  15. Çelikel, N.Ö., Ovatman, T. (2021).DISTRIBUTED APPLICATION CHECKPOINTING FOR REPLICATED STATE MACHINES*. Scalable Computing,22(1) 67-79 [abstract]

  16. Jafarzadeh, S., Genc, V.M.I., Cataltepe, Z. (2021).An Online Dynamic Security Assessment in Power Systems Using RBF-R Neural Networks. IETE Journal of Research,67(1) 36-48 [abstract]

  17. Zhao, F., Chen, Z., Rekik, I. and 4 more (...) (2021).A Novel Unit-Based Personalized Fingerprint Feature Selection Strategy for Dynamic Functional Connectivity Networks. Frontiers in Neuroscience,15 [abstract]

  18. Xue, W., Li, J., Hu, Z. and 22 more (...) (2021).Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. IEEE Journal of Biomedical and Health Informatics,25(9) 3541-3553 [abstract]

  19. Demircan-Tureyen, E., Kamasak, M.E. (2021).Nonlocal adaptive direction-guided structure tensor total variation for image recovery. Signal, Image and Video Processing,15(7) 1517-1525 [abstract]

  20. Burak Gürbüz, M., Rekik, I. (2021).MGN-Net: A multi-view graph normalizer for integrating heterogeneous biological network populations. Medical Image Analysis,71 [abstract]

  21. Bessadok, A., Mahjoub, M.A., Rekik, I. (2021).Brain multigraph prediction using topology-aware adversarial graph neural network. Medical Image Analysis,72 [abstract]

  22. Alis, D., Yergin, M., Alis, C. and 13 more (...) (2021).Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study. Scientific Reports,11(1) [abstract]

  23. Isallari, M., Rekik, I. (2021).Brain graph super-resolution using adversarial graph neural network with application to functional brain connectivity. Medical Image Analysis,71 [abstract]

  24. Humbert-Vidan, L., Patel, V., Oksuz, I. and 2 more (...) (2021).Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer. British Journal of Radiology,94(1120) [abstract]

  25. Özçevik', Y., Bozkaya, E., Akkoç, M. and 2 more (...) (2021).GA-based Energy Aware Path Planning Framework for Aerial Network Assistance. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems,8(26) 1-11 [abstract]

  26. Nebli, A., Rekik, I. (2021).Adversarial brain multiplex prediction from a single brain network with application to gender fingerprinting. Medical Image Analysis,67 [abstract]

  27. Altin Gumussoy, C., Pekpazar, A., Esengun, M. and 2 more (...) (2021).Usability Evaluation of TV Interfaces: Subjective Evaluation Vs. Objective Evaluation. International Journal of Human-Computer Interaction, [abstract]

  28. Erel-Özçevik, M., Canberk, B. (2021).OFaaS: OpenFlow Switch as a Service for Multi Tenant Slicing in SD-CDN. IEEE Transactions on Network and Service Management,18(1) 362-373 [abstract]

  29. Yalçin, A., Rekik, I. (2021).A diagnostic unified classification model for classifying multi-sized and multi-modal brain graphs using graph alignment. Journal of Neuroscience Methods,348 [abstract]

  30. Chen, G., Ru, J., Zhou, Y. and 6 more (...) (2021).MTANS: Multi-Scale Mean Teacher Combined Adversarial Network with Shape-Aware Embedding for Semi-Supervised Brain Lesion Segmentation. NeuroImage,244 [abstract]

  31. Jafarzadeh, S., Yaslan, Y., Genc, I. (2021).Contingency-based adaptive synthetic data generation to improve transient stability prediction in power systems. International Transactions on Electrical Energy Systems,31(11) [abstract]

  32. Sahin, Y.H., Mertan, A., Unal, G. (2021).ODFNet: Using orientation distribution functions to characterize 3D point clouds. Computers and Graphics (Pergamon), [abstract]

  33. Edes-Huyal, F.K., Cataltepe, Z., Kahya, E.O. (2021).On the classification and feature relevance of multiband light curves. Astronomical Journal,161(4) [abstract]

  34. Özbek, M.M., Syed, M., Öksüz, I. (2021).Subjective analysis of social distance monitoring using YOLO v3 architecture and crowd tracking system. Turkish Journal of Electrical Engineering and Computer Sciences,29(2) 1157-1170 [abstract]

  35. Massoli, F.V., Falchi, F., Kantarci, A. and 3 more (...) (2021).MOCCA: Multilayer One-Class Classification for Anomaly Detection. IEEE Transactions on Neural Networks and Learning Systems, [abstract]

  36. Altan, D., Sariel, S. (2021).What went wrong? Identification of everyday object manipulation anomalies. Intelligent Service Robotics,14(2) 215-234 [abstract]

  37. Hanik, M., Demirtaş, M.A., Gharsallaoui, M.A. and 1 more (...) (2021).Predicting cognitive scores with graph neural networks through sample selection learning. Brain Imaging and Behavior, [abstract]

  38. Cakmak, A., Celik, M.H. (2021).Personalized Metabolic Analysis of Diseases. IEEE/ACM Transactions on Computational Biology and Bioinformatics,18(3) 1014-1025 [abstract]

  39. Danquah, W.M., Altilar, D.T. (2021).UniDRM: Unified Data and Resource Management for Federated Vehicular Cloud Computing. IEEE Access,9157052-157067 [abstract]

  40. Aytimur, M., Cakmak, A. (2021).Using positional sequence patterns to estimate the selectivity of SQL LIKE queries. Expert Systems with Applications,165 [abstract]

  41. Uyanık, H., Ovatman, T. (2021).Early conflict checking in two-phase commit protocol for replicated state machines. International Journal of Distributed Systems and Technologies,12(4) [abstract]

  42. Bilen, T., Canberk, B. (2021).Learning-Vector-Quantization-Based Topology Sustainability for Clustered-AANETs. IEEE Network,35(4) 120-128 [abstract]

  43. Yilmazer-Metin, A. (2021).Graph-Waving architecture: Efficient execution of graph applications on GPUs. Journal of Parallel and Distributed Computing,14869-82 [abstract]

  44. Kisakol, B., Sarihan, Ş., Ergün, M.A. and 1 more (...) (2021).Detailed evaluation of cancer sequencing pipelines in different microenvironments and heterogeneity levels. Turkish Journal of Biology,45(2) 114-126 [abstract]

  45. Özdöl, B., Köseler, E., Alçiçek, E. and 3 more (...) (2021).A survey on security attacks with remote ground robots. El-Cezeri Journal of Science and Engineering,8(3) 1286-1308 [abstract]

  46. Bayram, B., İnce, G. (2021).An incremental class-learning approach with acoustic novelty detection for acoustic event recognition. Sensors,21(19) [abstract]

  47. Baykal, G., Ozcelik, F., Unal, G. (2021).Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. Pattern Recognition,122 [abstract]

  48. Oksuz, I. (2021).Brain MRI artefact detection and correction using convolutional neural networks. Computer Methods and Programs in Biomedicine,199 [abstract]

  49. Soyak, R., Navruz, E., Ersoy, E.O. and 5 more (...) (2021).Channel Attention Networks for Robust MR Fingerprint Matching. IEEE Transactions on Biomedical Engineering, [abstract]

  50. Demir, G., Çekmiş, A., Yeşilkaynak, V.B. and 1 more (...) (2021).Detecting visual design principles in art and architecture through deep convolutional neural networks. Automation in Construction,130 [abstract]

  51. Sarı, T.T., Seçinti, G. (2021).Chain RTS/CTS scheme with Opportunistic Channel Allocation. Computer Networks,201 [abstract]

  52. Demircan-Tureyen, E., Kamasak, M.E. (2021).Adaptive direction-guided structure tensor total variation. Signal Processing: Image Communication,99 [abstract]

  53. Kulaglic, A., Ustundag, B.B. (2021).Stock price prediction using predictive error compensation wavelet neural networks. Computers, Materials and Continua,68(3) 3577-3593 [abstract]

  54. Eryiğit, G., Bektaş, F., Ali, U. and 1 more (...) (2021).Gamification of complex morphology learning: the case of Turkish. Computer Assisted Language Learning, [abstract]

  55. Saner, C.B., Yaslan, Y., Genc, I. (2021).An ensemble model for wide-area measurement-based transient stability assessment in power systems. Electrical Engineering,103(6) 2855-2869 [abstract]

  56. Ince, G., Yorganci, R., Ozkul, A. and 2 more (...) (2021).An audiovisual interface-based drumming system for multimodal human–robot interaction. Journal on Multimodal User Interfaces,15(4) 413-428 [abstract]

  57. Franco, J., Aris, A., Canberk, B. and 1 more (...) (2021).A Survey of Honeypots and Honeynets for Internet of Things, Industrial Internet of Things, and Cyber-Physical Systems. IEEE Communications Surveys and Tutorials,23(4) 2351-2383 [abstract]

  58. Xie, Q., Zhang, X., Rekik, I. and 4 more (...) (2021).Constructing high-order functional connectivity network based on central moment features for diagnosis of autism spectrum disorder. PeerJ,7 [abstract]

  59. Chaari, N., Akdağ, H.C., Rekik, I. (2021).Estimation of gender-specific connectional brain templates using joint multi-view cortical morphological network integration. Brain Imaging and Behavior,15(4) 2081-2100 [abstract]

  60. Bozkaya, E., Özçevik, Y., Akkoç, M. and 2 more (...) (2021).Energy-aware mobility for aerial networks: A reinforcement learning approach. International Journal of Network Management, [abstract]

  61. Bahce, C.G., Bayazit, U. (2021).Compression of geometry videos by 3D-SPECK wavelet coder. Visual Computer,37(5) 973-991 [abstract]

  62. Al-bayati, J.S.H., Üstündağ, B.B. (2021).Hybrid intelligent technology for plant health using the fusion of evolutionary optimization and deep neural networks. Expert Systems, [abstract]

  63. Mohanti, S., Bozkaya, E., Naderi, M.Y. and 3 more (...) (2021).WiFED Mobile: WiFi Friendly Energy Delivery with Mobile Distributed Beamforming. IEEE/ACM Transactions on Networking,29(3) 1362-1375 [abstract]

  64. Yaman, D., Eyiokur, F.I., Ekenel, H.K. (2021).Multimodal soft biometrics: combining ear and face biometrics for age and gender classification. Multimedia Tools and Applications, [abstract]

 


 

  1. Bayram, B., Duman, T.B., Ince, G. (2021).Real time detection of acoustic anomalies in industrial processes using sequential autoencoders. Expert Systems,38(1) [abstract]

  2. Saglam, E.T., Yaslan, Y., Oktug, S.F. (2021).Geoakom: A smart geocasting protocol for vehicular networks. Procedia Computer Science,184364-371 [abstract]

  3. Guvercin, U., Gharsallaoui, M.A., Rekik, I. (2021).One Representative-Shot Learning Using a Population-Driven Template with Application to Brain Connectivity Classification and Evolution Prediction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),1292825-36 [abstract]

  4. Demir, B., Bessadok, A., Rekik, I. (2021).Inter-domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12968203-215 [abstract]

  5. Acar, M., Çukur, T., Öksüz, İ. (2021).Self-supervised Dynamic MRI Reconstruction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),1296435-44 [abstract]

  6. Özen, G., Nebli, A., Rekik, I. (2021).FLAT-Net: Longitudinal Brain Graph Evolution Prediction from a Few Training Representative Templates. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12928266-278 [abstract]

  7. Demirbilek, O., Rekik, I. (2021).Recurrent Multigraph Integrator Network for Predicting the Evolution of Population-Driven Brain Connectivity Templates. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12907584-594 [abstract]

  8. Erakin, M.E., Demir, U., Ekenel, H.K. (2021).On Recognizing Occluded Faces in the Wild. BIOSIG 2021 - Proceedings of the 20th International Conference of the Biometrics Special Interest Group, [abstract]

  9. Bolhassani, M., Oksuz, I. (2021).Semi-supervised segmentation of multi-vendor and multi-center cardiac MRI. SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings, [abstract]

  10. Arslan, D., Eryigit, G. (2021).Evaluation of wizard-of-Oz and self-play data collection techniques for turkish goal-oriented dialogue agents. 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings, [abstract]

  11. Aker, M., Yıldız, Ç.E., Yaslan, Y. (2021).A comparison of different embedding methods on session based recommendation with graph neural networks. IET Conference Publications,2021(773) 51-56 [abstract]

  12. Kantarci, A., Dertli, H., Ekenel, H.K. (2021).Shuffled Patch-Wise Supervision for Presentation Attack Detection. BIOSIG 2021 - Proceedings of the 20th International Conference of the Biometrics Special Interest Group, [abstract]

  13. Gharsallaoui, M.A., Tornaci, F., Rekik, I. (2021).Investigating and Quantifying the Reproducibility of Graph Neural Networks in Predictive Medicine. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12928104-116 [abstract]

  14. Ateş, N., Yaslan, Y. (2021).Labeling consecutive search query pairs using Siamese networks. IET Conference Publications,2021(773) 63-66 [abstract]

  15. Duran, K., Karanlik, B., Canberk, B. (2021).AI-driven partial topology discovery algorithm for broadband networks. 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021, [abstract]

  16. Bayram, H.C., Rekik, I. (2021).A Federated Multigraph Integration Approach for Connectional Brain Template Learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),1305036-47 [abstract]

  17. Bnouni, N., Amor, H.B., Rekik, I. and 3 more (...) (2021).Boosting CNN Learning by Ensemble Image Preprocessing Methods for Cervical Cancer Segmentation. 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021,264-269 [abstract]

  18. Najaflou, N., Sezer, S., Aydın, Z.G. and 1 more (...) (2021).Popularity-Based Hierarchical Caching for Next Generation Content Delivery Networks. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST,37973-87 [abstract]

  19. Yilmazer-Metin, A. (2021).sRSP: An efficient and scalable implementation of remote scope promotion. Concurrency Computation , [abstract]

  20. Sari, T.T., Secinti, G. (2021).Chain RTS/CTS scheme for aerial multihop communications. 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021, [abstract]

  21. Tekin, A., Nebli, A., Rekik, I. (2021).Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12968180-190 [abstract]

  22. Demir, U., Ozer, A., Sahin, Y.H. and 1 more (...) (2021).Uncertainty-Based Dynamic Graph Neighborhoods for Medical Segmentation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12928255-265 [abstract]

  23. Karakamis, K., Ozer, C., Oksuz, I. (2021).Artifact detection in cardiac MRI data by deep learning methods. SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings, [abstract]

  24. Akyüz, J.R.P., Ovatman, T. (2021).On effects of applying predictive caching for state machines. Proceedings of the 16th International Conference on Software Technologies, ICSOFT 2021,151-157 [abstract]

  25. Tuncer, M., Bilici, M.F., Eryigit, G. (2021).Development of goal-oriented dialogue systems for customer services in automotive industry. 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings, [abstract]

  26. Karahan, C., Canberk, B. (2021).An intelligent 3D placement methodology for drone networks. 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021, [abstract]

  27. Yildiz, C.E., Aker, M., Yaslan, Y. (2021).Next item prediction using neural networks with embedding initialized weights. EUROCON 2021 - 19th IEEE International Conference on Smart Technologies, Proceedings,338-342 [abstract]

  28. Pala, F., Mhiri, I., Rekik, I. (2021).Template-Based Inter-modality Super-Resolution of Brain Connectivity. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),1292870-82 [abstract]

  29. Bessadok, A., Nebli, A., Mahjoub, M.A. and 4 more (...) (2021).A Few-Shot Learning Graph Multi-trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),1292811-24 [abstract]

  30. Kilic, F.R., Ozdogan, M.O., Secinti, G. and 1 more (...) (2021).CLAN: A Robust Control Link for Aerial Mesh Networks in Contested Environments. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST,37925-36 [abstract]

  31. Mhiri, I., Nebli, A., Mahjoub, M.A. and 1 more (...) (2021).Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),12729203-215 [abstract]


 

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