Publications | 2023

by Arda İnceoğlu | Dec 11, 2023
Our faculty members have published 45 journal articles and 50 conference proceedings in 2023.

# Title Authors Scopus Source title DOI Publication type
1 Unconstrained face mask and face-hand interaction datasets: building a computer vision system to help prevent the transmission of COVID-19 Eyiokur, F.I., Ekenel, H.K., Waibel, A. Signal, Image and Video Processing 10.1007/s11760-022-02308-x Article
2 A survey on computer vision based human analysis in the COVID-19 era Eyiokur, F.I., Kantarcı, A., Erakın, M.E., Damer, N., Ofli, F., Imran, M., Križaj, J., Salah, A.A., Waibel, A., Štruc, V., Ekenel, H.K. Image and Vision Computing 10.1016/j.imavis.2022.104610 Article
3 Deep Transfer Learning for Chronic Obstructive Pulmonary Disease Detection Utilizing Electrocardiogram Signals Moran, I., Altilar, D.T., Ucar, M.K., Bilgin, C., Bozkurt, M.R. IEEE Access 10.1109/ACCESS.2023.3269397 Article
4 Transfer learning for electricity price forecasting Gunduz, S., Ugurlu, U., Oksuz, I. Sustainable Energy, Grids and Networks 10.1016/j.segan.2023.100996 Article
5 Malware Threat on Edge/Fog Computing Environments From Internet of Things Devices Perspective Gulatas, I., Kilinc, H.H., Zaim, A.H., Aydin, M.A. IEEE Access 10.1109/ACCESS.2023.3262614 Article
6 A Comparative Study on Energy Harvesting Battery-Free LoRaWAN Sensor Networks Riva, C., Zaim, A.H. Electrica 10.5152/electrica.2022.21101 Article
7 A Hybrid Fusion Method Combining Spatial Image Filtering with Parallel Channel Network for Retinal Vessel Segmentation Yakut, C., Oksuz, I., Ulukaya, S. Arabian Journal for Science and Engineering 10.1007/s13369-022-07311-5 Article
8 Predicting the predisposition to colorectal cancer based on SNP profiles of immune phenotypes using supervised learning models Cakmak, A., Ayaz, H., Arıkan, S., Ibrahimzada, A.R., Demirkol, Ş., Sönmez, D., Hakan, M.T., Sürmen, S.T., Horozoğlu, C., Doğan, M.B., Küçükhüseyin, Ö., Cacına, C., Kıran, B., Zeybek, Ü., Baysan, M., Yaylım, İ. Medical and Biological Engineering and Computing 10.1007/s11517-022-02707-9 Article
9 Phoenix: Aerial Monitoring for Fighting Wildfires Çoğay, S., Seçinti, G. Drones 10.3390/drones7010019 Article
10 Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels Deari, S., Oksuz, I., Ulukaya, S. IEEE Access 10.1109/ACCESS.2023.3265729 Article
11 Structural and topological guided GCN for link prediction in temporal networks Sserwadda, A., Ozcan, A., Yaslan, Y. Journal of Ambient Intelligence and Humanized Computing 10.1007/s12652-023-04639-0 Article
12 High Performance Time Series Anomaly Detection Using Brain Inspired Cortical Coding Method Yucel, M., Sertbas, A., Ustundag, B.B. IEEE Access 10.1109/ACCESS.2023.3239212 Article
13 Stacking-based ensemble learning for remaining useful life estimation Ture, B.A., Akbulut, A., Zaim, A.H., Catal, C. Soft Computing 10.1007/s00500-023-08322-6 Article
14 Detection of sperm cells by single-stage and two-stage deep object detectors Yuzkat, M., Ilhan, H.O., Aydin, N. Biomedical Signal Processing and Control 10.1016/j.bspc.2023.104630 Article
15 Accelerating smart campus development with an extensible framework Aydin, B., Sari, T.T., Oktug, S.F. IEEE Potentials 10.1109/MPOT.2023.3250968 Article
16 Hybrid intelligent technology for plant health using the fusion of evolutionary optimization and deep neural networks Al-bayati, J.S.H., Üstündağ, B.B. Expert Systems 10.1111/exsy.12756 Article
17 Deep learning for assessing image quality in bi-parametric prostate MRI: A feasibility study Alis, D., Kartal, M.S., Seker, M.E., Guroz, B., Basar, Y., Arslan, A., Sirolu, S., Kurtcan, S., Denizoglu, N., Tuzun, U., Yildirim, D., Oksuz, I., Karaarslan, E. European Journal of Radiology 10.1016/j.ejrad.2023.110924 Article
18 Anatomically guided self-adapting deep neural network for clinically significant prostate cancer detection on bi-parametric MRI: a multi-center study Karagoz, A., Alis, D., Seker, M.E., Zeybel, G., Yergin, M., Oksuz, I., Karaarslan, E. Insights into Imaging 10.1186/s13244-023-01439-0 Article
19 Automated LVO detection and collateral scoring on CTA using a 3D self-configuring object detection network: a multi-center study Bagcilar, O., Alis, D., Alis, C., Seker, M.E., Yergin, M., Ustundag, A., Hikmet, E., Tezcan, A., Polat, G., Akkus, A.T., Alper, F., Velioglu, M., Yildiz, O., Selcuk, H.H., Oksuz, I., Kizilkilic, O., Karaarslan, E. Scientific Reports 10.1038/s41598-023-33723-w Article
20 Cyberbullying detection through deep learning: A case study of Turkish celebrities on Twitter Karadağ, B., Akbulut, A., Zaim, A.H. Web Intelligence 10.3233/WEB-221805 Article
21 Wavelet Scattering Transform based Doppler signal classification Lone, A.W., Aydin, N. Computers in Biology and Medicine 10.1016/j.compbiomed.2023.107611 Article
22 Sustainable Environmental Monitoring via Energy and Information Efficient Multi-Node Placement Ahmad, S., Uyanik, H., Ovatman, T., Sandikkaya, M.T., Maio, V.D., Brandic, I., Aral, A. IEEE Internet of Things Journal 10.1109/JIOT.2023.3303124 Article
23 A Multi-Modal Deep Transfer Learning Framework for Attack Detection in Software-Defined Networks Elubeyd, H., Yiltas-Kaplan, D., Bahtiyar, S. IEEE Access 10.1109/ACCESS.2023.3324878 Article
24 Super-resolution with generative adversarial networks for improved object detection in aerial images Haykir, A.A., Oksuz, I. Information Discovery and Delivery 10.1108/IDD-05-2022-0048 Article
25 The impact of urban graffiti with facial expressions on human behavioral and emotional experiences in a VR environment Karakas, T., Dumlu, B.N., Sarıkaya, M., Yildiz Ozkan, D., Demir, Y., İnce, G. International Journal of Architectural Research: Archnet-IJAR 10.1108/ARCH-03-2023-0087 Article
26 The Evaluation of Nature-Inspired Optimization Techniques for Contrast Enhancement in Images: A Novel Software Tool Ilhan, H.O., Elbir, A., Serbes, G., Aydin, N. Traitement du Signal 10.18280/ts.400401 Article
27 Topological Similarity and Centrality Driven Hybrid Deep Learning for Temporal Link Prediction Sserwadda, A., Ozcan, A., Yaslan, Y. Journal of Universal Computer Science 10.3897/jucs.99169 Article
28 A lightweight authentication and management method for Internet of Things Cetintav, I., Sandikkaya, M.T. Internet of Things (Netherlands) 10.1016/j.iot.2023.100842 Article
29 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. IEEE Transactions on Biomedical Engineering 10.1109/TBME.2023.3321431 Article
30 Web Based Anomaly Detection Using Zero-Shot Learning With CNN Demirel, D.Y., Sandikkaya, M.T. IEEE Access 10.1109/ACCESS.2023.3303845 Article
31 Experience with an Affective Robot Assistant for Children with Hearing Disabilities Uluer, P., Kose, H., Gumuslu, E., Barkana, D.E. International Journal of Social Robotics 10.1007/s12369-021-00830-5 Article
32 T6CONF: Digital Twin Networking Framework for IPv6-Enabled Net-Zero Smart Cities Ak, E., Duran, K., Dobre, O.A., Duong, T.Q., Canberk, B. IEEE Communications Magazine 10.1109/MCOM.003.2200315 Article
33 Extended matrix norm method: Applications to bimatrix games and convergence results İzgi, B., Özkaya, M., Üre, N.K., Perc, M. Applied Mathematics and Computation 10.1016/j.amc.2022.127553 Article
34 PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge Distillation Keser, R.K., Ayanzadeh, A., Aghdam, O.A., Kilcioglu, C., Toreyin, B.U., Ure, N.K. Expert Systems with Applications 10.1016/j.eswa.2022.119040 Article
35 Digital Twin Evolution for Hard-to-Follow Aeronautical Ad-Hoc Networks in Beyond 5G Bilen, T., Canberk, B., Duong, T.Q. IEEE Communications Standards Magazine 10.1109/MCOMSTD.0001.2200040 Article
36 ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer Jibril, E.C., Tantug, A.C. IEEE Access 10.1109/ACCESS.2023.3243468 Article
37 Toward Learning Human-Like, Safe and Comfortable Car-Following Policies With a Novel Deep Reinforcement Learning Approach Yavas, M.U., Kumbasar, T., Ure, N.K. IEEE Access 10.1109/ACCESS.2023.3245831 Article
38 Improving the performance of graph based dependency parsing by guiding bi-affine layer with augmented global and local features Altıntaş, M., Tantuğ, A.C. Intelligent Systems with Applications 10.1016/j.iswa.2023.200190 Article
39 Gamified crowdsourcing for idiom corpora construction Eryiǧit, G., Şentaş, A., Monti, J. Natural Language Engineering 10.1017/S1351324921000401 Article
40 TwinPort: 5G drone-assisted data collection with digital twin for smart seaports Yigit, Y., Nguyen, L.D., Ozdem, M., Kinaci, O.K., Hoang, T., Canberk, B., Duong, T.Q. Scientific Reports 10.1038/s41598-023-39366-1 Article
41 ALReg: Registration of 3D Point Clouds Using Active Learning Sahin, Y.H., Karabacak, O., Kandemir, M., Unal, G. Applied Sciences (Switzerland) 10.3390/app13137422 Article
42 Machine learning driven extended matrix norm method for the solution of large-scale zero-sum matrix games İzgi, B., Özkaya, M., Üre, N.K., Perc, M. Journal of Computational Science 10.1016/j.jocs.2023.101997 Article
43 A Real-World Reinforcement Learning Framework for Safe and Human-Like Tactical Decision-Making Yavas, M.U., Kumbasar, T., Ure, N.K. IEEE Transactions on Intelligent Transportation Systems 10.1109/TITS.2023.3292981 Article
44 Digital Twin Enriched Green Topology Discovery for Next Generation Core Networks Duran, K., Canberk, B. IEEE Transactions on Green Communications and Networking 10.1109/TGCN.2023.3282326 Article
45 Learning Failure Prevention Skills for Safe Robot Manipulation Ak, A.C., Aksoy, E.E., Sariel, S. IEEE Robotics and Automation Letters 10.1109/LRA.2023.3324587 Article
46 CLUE-AI: A Convolutional Three-Stream Anomaly Identification Framework for Robot Manipulation Altan, D., Sariel, S. IEEE Access 10.1109/ACCESS.2023.3276297 Article
47 Unsupervised fabric defect detection with local spectra refinement (LSR) Shakir, S., Topal, C. Neural Computing and Applications 10.1007/s00521-023-09080-0 Article
48 Quality Control Oksuz, I., Lalande, A., Puyol-Antón, E. AI and Big Data in Cardiology: a Practical Guide 10.1007/978-3-031-05071-8_7 Chapter
49 Utilizing Smartphones for Blind Spot Detection Sari, T.T., Assoy, M.K., Seçinti, G. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC 10.1109/CCNC51644.2023.10060770 Conference Paper
50 A Comparison of Source Code Representation Methods to Predict Vulnerability Inducing Code Changes Halepmollası, R., Hanifi, K., Fouladi, R.F., Tosun, A. International Conference on Evaluation of Novel Approaches to Software Engineering, ENASE - Proceedings 10.5220/0011859300003464 Conference Paper
51 Selection of Best Fit Hardware Performance Counters to Detect Cache Side-Channel Attacks Koc, M.K., Altilar, D.T. SaT-CPS 2023 - Proceedings of the 2023 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems 10.1145/3579988.3585052 Conference Paper
52 Meet-in-the-middle: Multi-scale upsampling and matching for cross-resolution face recognition Grm, K., Ozata, B.K., Struc, V., Ekenel, H.K. Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023 10.1109/WACVW58289.2023.00017 Conference Paper
53 A New Anomaly-Based Intrusion Detection System for MIL-STD-1553 Ciloglu, Y.E., Bahtiyar, S. Proceedings of 10th International Conference on Recent Advances in Air and Space Technologies, RAST 2023 10.1109/RAST57548.2023.10197927 Conference Paper
54 Energy and Entropy based Intelligence Metric for Performance Estimation in DNNs Kartal, B., Üstündaǧ, B.B. 5th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2023 10.1109/ICAIIC57133.2023.10067093 Conference Paper
55 Interpretable Deep Learning for Myocardial Infarction Detection from ECG Signals Balik, M.Y., Gökçe, K., Atmaca, S., Aslanger, E., Güler, A., Öksüz, I. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223856 Conference Paper
56 Identifying Concept Drift with Supervised Algorithms in Smart Grids Sayin, A., Mohammadpourfard, M., Sandikkaya, M.T. Proceedings - 2023 IEEE PES GTD International Conference and Exposition, GTD 2023 10.1109/GTD49768.2023.00076 Conference Paper
57 Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning Aktas, A.F., Ustundag, B.B. 2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023 10.1109/Agro-Geoinformatics59224.2023.10233587 Conference Paper
58 LAKE: A Low-cost, Lightweight Authentication, Key Exchange, and Data Transfer Scheme for IoT Cetintav, I., Sandikkaya, M.T. 12th Mediterranean Conference on Embedded Computing, MECO 2023 10.1109/MECO58584.2023.10155057 Conference Paper
59 Lifelong Learning of Acoustic Events for Robot Audition Bayram, B., Ince, G. 2023 IEEE/SICE International Symposium on System Integration, SII 2023 10.1109/SII55687.2023.10039086 Conference Paper
60 Risk Assessment of Linkedin Profiles Aydin, A., Bahtiyar, S. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286570 Conference Paper
61 Obfuscated JavaScript Code Detection using Machine Learning with AST-based Syntactic and Lexical Analysis Kiliç, E., Sandikkaya, M.T. 2023 8th International Conference on Smart and Sustainable Technologies, SpliTech 2023 10.23919/SpliTech58164.2023.10193211 Conference Paper
62 Cross-Market Recommendation with Two-Stage Graph Learning Kose, E., Yaslan, Y. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286769 Conference Paper
63 An Efficient Vision Transformer Model for PCB Component Classification Surmeli, C.C., Ekenel, H.K. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10224039 Conference Paper
64 Spatio-Temporal Missing Data Reconstruction by Using Deep Neural Networks in Agricultural Monitoring Systems Sentop, M.S., Yucel, M., Ustundag, B.B. 2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023 10.1109/Agro-Geoinformatics59224.2023.10233578 Conference Paper
65 Face-Dubbing++: LIP-Synchronous, Voice Preserving Translation Of Videos Waibel, A., Behr, M., Yaman, D., Eyiokur, F.I., Nguyen, T.-N., Mullov, C., Demirtas, M.A., Kantarci, A., Constantin, S., Ekenel, H.K. ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings 10.1109/ICASSPW59220.2023.10193719 Conference Paper
66 High Performance Real-time Anomaly Detection for Agricultural Monitoring Systems Eryilmaz, S.E., Yucel, M., Ustundag, B.B. 2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023 10.1109/Agro-Geoinformatics59224.2023.10233500 Conference Paper
67 Texture and CNN Based Doppler Signal Classification Lone, A.W., Aydin, N. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286759 Conference Paper
68 Multi-Layered Interval Search Tree Approach on Radar Identification Sahin, O.S., Altiparmak, F., Altilar, D.T. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286745 Conference Paper
69 ACUM: An Approach to Combining Unsupervised Methods for Detecting Malicious Web Sessions Demirel, D.Y., Sandikkaya, M.T. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286727 Conference Paper
70 Simulation of counter-UAV tactics against drone swarms: a serious game approach Karadeniz, G., Ozcan, A., Bayram, M., Ince, G. Proceedings of 10th International Conference on Recent Advances in Air and Space Technologies, RAST 2023 10.1109/RAST57548.2023.10197945 Conference Paper
71 Automatic Detection of Knee Osteoarthritis Severity with SOTA Deep Learning Models and Ordinal Loss Aktemur, I., Öksüz, I. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223879 Conference Paper
72 A Metric Learning Based System for Retail Product Recognition and Novel Class Discovery Yalçiner, I.Ş., Genç, Z., Çakil, L., Ekenel, H.K. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10224016 Conference Paper
73 Cash Flow Forecasting Based on Wavelet Transform and Neural Networks Soylen, Z., Mammadova, F., Fasounaki, M., Ozmen, A.I., Ince, G. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286711 Conference Paper
74 Demo: Ultra-Wideband-Assisted Blind Spot Detection System Sari, T.T., Cogay, S., Turan, S., Assoy, M.K., Secinti, G. IEEE Vehicular Networking Conference, VNC 10.1109/VNC57357.2023.10136276 Conference Paper
75 Comparison of Machine Learning Methods for Early Detection of Student Dropouts Karabacak, E.S., Yaslan, Y. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286747 Conference Paper
76 On the Improvements of Mouse Dynamics Based Continuous User Authentication Durmaz, H., Keskinoz, M. Proceedings - 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science, IRI 2023 10.1109/IRI58017.2023.00010 Conference Paper
77 A Reasoning Method to Interpret Fate of Pollutants on a Cyber-Physical River Model Sayin, A., Sandikkaya, M.T. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286674 Conference Paper
78 A Simple and Efficient Deep Learning Architecture for Corn Yield Prediction Terliksiz, A.S., Altilar, D.T. 2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023 10.1109/Agro-Geoinformatics59224.2023.10233344 Conference Paper
79 Detection of Clips Failures in Manufacturing using Audio Signals Suer, S., Koseoglu, I., Oner, R., Ince, G. HORA 2023 - 2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings 10.1109/HORA58378.2023.10156765 Conference Paper
80 How Positional Information Affect Convolutional Neural Networks? Saritas, E., Ekenel, H.K. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286763 Conference Paper
81 Adversarial Learning of Failure Prevention Policies Kutay, M.C., Ak, A.C., Sariel, S. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223773 Conference Paper
82 Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms Dagdanov, R., Durmus, H., Ure, N.K. Proceedings - IEEE International Conference on Robotics and Automation 10.1109/ICRA48891.2023.10160883 Conference Paper
83 Digital Twin Middleware for Smart Farm IoT Networks Cakir, L.V., Bilen, T., Özdem, M., Canberk, B. 2023 International Balkan Conference on Communications and Networking, BalkanCom 2023 10.1109/BalkanCom58402.2023.10167962 Conference Paper
84 Deepfake Detection via Combining Channel and Spatial Attention Bayar, A.E., Topal, C. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223855 Conference Paper
85 IQ-Flow: Mechanism Design for Inducing Cooperative Behavior to Self-Interested Agents in Sequential Social Dilemmas Guresti, B., Vanlioglu, A., Ure, N.K. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS - Conference Paper
86 Obstacle Identification and Ellipsoidal Decomposition for Fast Motion Planning in Unknown Dynamic Environments Kaymaz, M., Ure, N.K. Proceedings - IEEE International Conference on Robotics and Automation 10.1109/ICRA48891.2023.10160444 Conference Paper
87 Incorporating Dropped Pronouns into Coreference Resolution: The case for Turkish Arslan, T.P., Eryigit, G. EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop - Conference Paper
88 Autonomous Air Combat with Reinforcement Learning under Different Noise Conditions Taşbaş, A.S., Serbest, S., Şahin, S.O., Üre, N.K. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10224036 Conference Paper
89 TinyPedSeg: A Tiny Pedestrian Segmentation Benchmark for Top-Down Drone Images Sahin, Y.H., Abdinli, E., Arda Aydin, M., Unal, G. Proceedings of MVA 2023 - 18th International Conference on Machine Vision and Applications 10.23919/MVA57639.2023.10215829 Conference Paper
90 Towards Automatic Grammatical Error Type Classification for Turkish Uz, H., Eryigit, G. EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop - Conference Paper
91 MQTT-CB: Cloud Based Intelligent MQTT Protocol Erol, M.R., Bilen, T., Özdem, M., Canberk, B. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST 10.1007/978-3-031-47359-3_18 Conference Paper
92 Hotel Sales Forecasting with LSTM and N-BEATS Ozcelik, S.T., Tek, F.B., Sekerci, E. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286597 Conference Paper
93 TUR2SQL: A Cross-Domain Turkish Dataset For Text-to-SQL Kanburoglu, A.B., Tek, F.B. UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering 10.1109/UBMK59864.2023.10286686 Conference Paper
94 Opportunistic RL-based WiFi Access for Aerial Sensor Nodes in Smart City Applications Ariman, M., Cakir, L.V., Ozdem, M., Canberk, B. 2023 International Conference on Smart Applications, Communications and Networking, SmartNets 2023 10.1109/SmartNets58706.2023.10215658 Conference Paper
95 DoG-Loss for Semantic Segmentation Solak, A., Topal, C. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223899 Conference Paper
96 TFEEC: Turkish Financial Event Extraction Corpus Kaynak, K.Ş., Tantuğ, A.C. Lecture Notes in Networks and Systems 10.1007/978-3-031-23210-7_5 Conference Paper
97 Gaze Estimation by Attention Using a Two-Stream Regression Network Karazor, A., Bayar, A.E., Topal, C., Çevikalp, H. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223906 Conference Paper
98 Blind Domain Adaptation for Semantic Segmentation via Edge Attention Solak, A., Topal, C. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 10.1109/SIU59756.2023.10223801 Conference Paper
99 A reinforcement learning based dynamic room pricing model for hotel industry Tuncay, G., Kaya, K., Yılmaz, Y., Yaslan, Y., Gündüz Öğüdücü, Ş. INFOR 10.1080/03155986.2023.2235223 Note
100 A Survey on Shape-Constraint Deep Learning for Medical Image Segmentation Bohlender, S., Oksuz, I., Mukhopadhyay, A. IEEE Reviews in Biomedical Engineering 10.1109/RBME.2021.3136343 Review
101 MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images Li, L., Wu, F., Wang, S., Luo, X., Martín-Isla, C., Zhai, S., Zhang, J., Liu, Y., Zhang, Z., Ankenbrand, M.J., Jiang, H., Zhang, X., Wang, L., Arega, T.W., Altunok, E., Zhao, Z., Li, F., Ma, J., Yang, X., Puybareau, E., Oksuz, I., Bricq, S., Li, W., Punithakumar, K., Tsaftaris, S.A., Schreiber, L.M., Yang, M., Liu, G., Xia, Y., Wang, G., Escalera, S., Zhuang, X. Medical Image Analysis 10.1016/j.media.2023.102808 Short Survey

İTÜ Faculty of Computer and Informatics Engineering

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Computer engineering education in Istanbul Technical University started in 1980 as a program under the Department of Control and Computer Engineering Department. In order to keep up with the contemporary developments, Computer Engineering was reshaped as a separate department under the same faculty. All related programs and departments were transferred to the new Faculty of Computer and Informatics Engineering in 2010.

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  • Click here for ITU Artificial Intelligence and Data Engineering Department's website.