2024 Highlights | Publications

by Arda İnceoğlu | Dec 06, 2024


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Title Authors Source title Publication type
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study Saha, A.| Bosma, J.S.| Twilt, J.J.| van Ginneken, B.| et.al., The Lancet Oncology Article
Stacking-based ensemble learning for remaining useful life estimation Ture, B.A.| Akbulut, A.| Zaim, A.H.| Catal, C. Soft Computing Article
Bioinformatics analysis of the potentially functional circRNA-miRNA-mRNA network in breast cancer Erdogan, C.| Suer, I.| Kaya, M.| Ozturk, S.| Aydin, N.| Kurt, Z. PLoS ONE Article
Impact of large kernel size on yield prediction: A case study of corn yield prediction with SEDLA in the U.S. Corn Belt Terliksiz, A.S.| Altilar, D.T. Environmental Research Communications Article
3D printing of an artificial intelligence-generated patient-specific coronary artery segmentation in a support bath Sokmen, S.| Cakmak, S.| Oksuz, I. Biomedical Materials (Bristol) Article
Design and Scalable Fast Fabrication of Biaxial Fabric Pouch Motors for Soft Robotic Artificial Muscle Applications Yilmaz, A.F.| Ozlem, K.| Celebi, M.F.| Taherkhani, B.| Kalaoglu, F.| Atalay, A.T.| Ince, G.| Atalay, O. Advanced Intelligent Systems Article
Using Centrality Based Topology Control for FANET Survivability Against Jamming Sarı, T.T.| Seçinti, G. Computer Networks Article
Exploring the relationship between refactoring and code debt indicators Halepmollasi, R.| Tosun, A. Journal of Software: Evolution and Process Article
Blockchain-Based KYC Model for Credit Allocation in Banking Karadag, B.| Halim Zaim, A.| Akbulut, A. IEEE Access Article
Thermally Driven 3D Seamless Textile Actuators for Soft Robotic Applications Atalay, O.| Ozlem, K.| Gumus, C.| Ahmed, I.A.K.| Yilmaz, A.F.| Celebi, M.F.| Cetin, M.S.| Taherkhani, B.| Tuncay Atalay, A.| Ince, G. Advanced Intelligent Systems Article
Improving somatic exome sequencing performance by biological replicates Cebeci, Y.E.| Erturk, R.A.| Ergun, M.A.| Baysan, M. BMC Bioinformatics Article
Graph-SeTES: A graph based search task extraction using Siamese network Ates, N.| Yaslan, Y. Information Sciences Article
Thermally Powered Soft Gripper Covered with Silver-Coated Nylon Fabric Heater Reinforced with Stainless Steel Yarn Taherkhani, B.| Çelebi, M.F.| Çetin, M.S.| Tuncay Atalay, A.| Ince, G.| Atalay, O. Advanced Engineering Materials Article
DeGAN - Decomposition-based unified anomaly detection in static networks Tüzen, A.| Yaslan, Y. Information Sciences Article
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. Archnet-IJAR: International Journal of Architectural Research Article
Quantitative evaluation of Saliency-Based Explainable artificial intelligence (XAI) methods in Deep Learning-Based mammogram analysis Cerekci, E.| Alis, D.| Denizoglu, N.| Camurdan, O.| Ege Seker, M.| Ozer, C.| Hansu, M.Y.| Tanyel, T.| Oksuz, I.| Karaarslan, E. European Journal of Radiology Article
Adversarial random graph neural network for anomaly detection Tüzen, A.| Yaslan, Y. Digital Signal Processing: A Review Journal Article
GLIMS: Attention-guided lightweight multi-scale hybrid network for volumetric semantic segmentation Yazıcı, Z.A.| Öksüz, İ.| Ekenel, H.K. Image and Vision Computing Article
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 Article
Group Authentication and Key Establishment Scheme Guzey, S.| Kurt, G.K.| Ozdemir, E. IEEE Internet of Things Journal Article
Semi-automated minimization of brick-mortar segmentation errors in 3D historical wall reconstruction Güneş, M.C.| Mertan, A.| Sahin, Y.H.| Unal, G.| Özkar, M. Automation in Construction Article
Square root computation in finite fields Adiguzel-Goktas, E.| Ozdemir, E. Designs, Codes, and Cryptography Article
NaProGraph: Network Analyzer for Interactions between Nucleic Acids and Proteins Nematzadeh, S.| Aydin, N.| Kurt, Z.| Torkamanian-Afshar, M. Current Bioinformatics Article
Privacy-Preserving Authentication Scheme for Connected Autonomous Vehicles Karabulut-Kurt, G.| Nari-Baykal, K.| Ozdemir, E. IEEE Transactions on Intelligent Transportation Systems Article
Utilization of artificial intelligence in minimally invasive right adrenalectomy: recognition of anatomical landmarks with deep learning Sengun, B.| Iscan, Y.| Yazici, Z.A.| Sormaz, I.C.| Aksakal, N.| Tunca, F.| Ekenel, H.K.| Giles Senyurek, Y. Acta Chirurgica Belgica Article
Comparison of mandibular morphometric parameters in digital panoramic radiography in gender determination using machine learning Pertek, H.| Kamaşak, M.| Kotan, S.| Hatipoğlu, F.P.| Hatipoğlu, Ö.| Köse, T.E. Oral Radiology Article
Secure Initial Access and Beam Alignment Using Deep Learning in 5G and Beyond Systems Ozmat, U.| Yazici, M.A.| Demirkol, M.F. IEEE Access Article
Distributed TDMA Scheduling for Autonomous Aerial Swarms: A Self-Organizing Approach Aydin, E.E.| Akcasoy, A.| Cakir, F.| Cansiz, B.S.| Secinti, G.| Canberk, B. IEEE Access Article
Segmentation-aware MRI subsampling for efficient cardiac MRI reconstruction with reinforcement learning Xu, R.| Oksuz, I. Image and Vision Computing Article
COSAP: Comparative Sequencing Analysis Platform Ergun, M.A.| Cinal, O.| Bakışlı, B.| Emül, A.A.| Baysan, M. BMC Bioinformatics Article
Search task extraction using k-contour based recurrent deep graph clustering Ates, N.| Yaslan, Y. Engineering Applications of Artificial Intelligence Article
Synchronized Diabetes Monitoring System: Development of Smart Mobile Apparatus for Diabetes Using Insulin Kahraman, M.| Dudukcu, H.V.| Kurt, S.| Yildiz, H.| Aydin, N.| Mutlu, U.| Cakmak, R.| Boz, E.B.| Ozbek, H.E.| Erturk, M.A.| Ozogur, G.| Ozogur, H.N.| Aydin, M.A.| Karsidag, K.| Ozturk, S.| Satman, I.| Karan, M.A. IRBM Article
A fuzzy logic-based quality model for identifying microservices with low maintainability Yılmaz, R.| Buzluca, F. Journal of Systems and Software Article
FogETex: Fog Computing Framework for Electronic Textile Applications Ozlem, K.| Atalay, A.T.| Atalay, O.| Ince, G. IEEE Internet of Things Journal Article
Modality- and Subject-Aware Emotion Recognition Using Knowledge Distillation Sarikaya, M.A.| Ince, G. IEEE Access Article
Meso-macro deformation investigation for biaxial knitted textile based pouch motor Taherkhani, B.| Tuncay Atalay, A.| Yilmaz, A.F.| Ince, G.| Atalay, O. Mechanics of Advanced Materials and Structures Article
VCF observer: a user-friendly software tool for preliminary VCF file analysis and comparison Emül, A.A.| Ergün, M.A.| Ertürk, R.A.| Çinal, Ö.| Baysan, M. BMC Bioinformatics Article
A Hierarchical Key Assignment Scheme: A Unified Approach for Scalability and Efficiency Celikbilek, I.| Celiktas, B.| Ozdemir, E. IEEE Access Article
Real-Time Stride Length Estimation Using Textile-Based Capacitive Soft Strain Sensors Ayvaz, U.| Ozlem, K.| Yilmaz, A.F.| Atalay, A.T.| Atalay, O.| Ince, G. IEEE Transactions on Instrumentation and Measurement Article
Toward the Metaverse Realization in 6G: Orchestration of RIS-Enabled Smart Wireless Environments via Digital Twins Masaracchia, A.| Van Huynh, D.| Alexandropoulos, G.C.| Canberk, B.| Dobre, O.A.| Duong, T.Q. IEEE Internet of Things Magazine Article
Effect of tokenization granularity for Turkish large language models Kaya, Y.B.| Tantuğ, A.C. Intelligent Systems with Applications Article
Abstract meaning representation of Turkish Oral, E.| Acar, A.| Eryiğit, G. Natural Language Engineering Article
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. IEEE Open Journal of Vehicular Technology Article
Multimodal Detection and Classification of Robot Manipulation Failures Inceoglu, A.| Aksoy, E.E.| Sariel, S. IEEE Robotics and Automation Letters Article
Text-to-SQL: A methodical review of challenges and models Kanburoğlu, A.B.| Tek, F.B. Turkish Journal of Electrical Engineering and Computer Sciences Article
Unsupervised fabric defect detection with local spectra refinement (LSR) Shakir, S.| Topal, C. Neural Computing and Applications Article
Intelligent Digital Twin Communication Framework for Addressing Accuracy and Timeliness Tradeoff in Resource-Constrained Networks Cakir, L.V.| Thomson, C.J.| Ozdem, M.| Canberk, B.| Nguyen, V.-L.| Duong, T.Q. IEEE Transactions on Cognitive Communications and Networking Article
Throughput Maximization in RIS-Assisted NOMA-THz Communication Network Do-Duy, T.| Masaracchia, A.| Canberk, B.| Nguyen, L.D.| Duong, T.Q. IEEE Open Journal of the Communications Society Article
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. IEEE Internet of Things Journal Article
Matrix norm based hybrid Shapley and iterative methods for the solution of stochastic matrix games İzgi, B.| Özkaya, M.| Üre, N.K.| Perc, M. Applied Mathematics and Computation Article
Genetic-Algorithm-Aided Deep Reinforcement Learning for Multi-Agent Drone Delivery Tarhan, F.A.| Ure, N.K. Drones Article
Semi-automated minimization of brick-mortar segmentation errors in 3D historical wall reconstruction Güneş, M.C.| Mertan, A.| Sahin, Y.H.| Unal, G.| Özkar, M. Automation in Construction Article
Automated Diagnosis of Alzheimer's Disease Using OCT and OCTA: A Systematic Review Turkan, Y.| Boray Tek, F.| Arpaci, F.| Arslan, O.| Toslak, D.| Bulut, M.| Yaman, A. IEEE Access Article
Harmonic enhancement to optimize EOG based ocular activity decoding: A hybrid approach with harmonic source separation and EEMD Demirel, Ç.| Reguş, L.| Köse, H. Heliyon Article
Optimized Resource Allocation for Cloud-Native 6G Networks: Zero-Touch ML Models in Microservices-based VNF Deployments Chetty, S.B.| Nag, A.| Al-Tahmeesschi, A.| Wang, Q.| Canberk, B.| Marquez-Barja, J.| Ahmadi, H. IEEE Network Article
Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning Pamay Arslan, T.| Eryiğit, G. Computer Speech and Language Article
Object-aware interactive perception for tabletop scene exploration Koc, C.| Sariel, S. Robotics and Autonomous Systems Article
Distributed TDMA Scheduling for Autonomous Aerial Swarms: A Self-Organizing Approach Aydin, E.E.| Akcasoy, A.| Cakir, F.| Cansiz, B.S.| Secinti, G.| Canberk, B. IEEE Access Article
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders Baykal, G.| Kandemir, M.| Unal, G. Pattern Recognition Article
TURSpider: A Turkish Text-to-SQL Dataset and LLM-Based Study Kanburoglu, A.B.| Tek, F.B. IEEE Access Article
Geometrical Features Based-mmWave UAV Path Loss Prediction Using Machine Learning for 5G and Beyond Hussain, S.| Bacha, S.F.N.| Cheema, A.A.| Canberk, B.| Duong, T.Q. IEEE Open Journal of the Communications Society Article
Internet of Twins (IoTw) Approach: Digital Twin as a Platform (DTaaP) Architecture Cakir, L.V.| Ozdem, M.| Ahmadi, H.| Canberk, B.| Duong, T.Q. IEEE Internet Computing Article
Trading-Off Safety with Agility Using Deep Pose Error Estimation and Reinforcement Learning for Perception-Driven UAV Motion Planning Kaymaz, M.| Ayzit, R.| Akgün, O.| Atik, K.C.| Erdem, M.| Yalcin, B.| Cetin, G.| Ure, N.K. Journal of Intelligent and Robotic Systems: Theory and Applications Article
The Contribution of Explainable Machine Learning Algorithms Using ROI-based Brain Surface Morphology Parameters in Distinguishing Early-onset Schizophrenia From Bipolar Disorder Saglam, Y.| Ermis, C.| Takir, S.| Oz, A.| Hamid, R.| Kose, H.| Bas, A.| Karacetin, G. Academic Radiology Article
Digital Twin-Empowered Green Mobility Management in Next-Gen Transportation Networks Duran, K.| Cakir, L.V.| Fonzone, A.| Duong, T.Q.| Canberk, B. IEEE Open Journal of Vehicular Technology Article
Digital twins for 6G: Fundamental theory, technology and applications Ahmadi, H.| Duong, T.Q.| Nag, A.| Sharma, V.| Canberk, B.| Dobre, O.A. Digital Twins for 6G: Fundamental theory, technology and applications Book
AI-based traffic analysis in digital twin networks Al-Shareeda, S.| Huseynov, K.| Cakir, L.V.| Thomson, C.| Ozdem, M.| Canberk, B. Digital Twins for 6G: Fundamental theory, technology and applications Chapter
AI-enabled data management for digital twin networks Ak, E.| Yurdakul, G.| Al-Dubai, A.| Canberk, B. Digital Twins for 6G: Fundamental theory, technology and applications Chapter
Machine Learning for Smart Healthcare Management Using IoT Yigit, Y.| Duran, K.| Moradpoor, N.| Maglaras, L.| Van Huynh, N.| Canberk, B. Studies in Computational Intelligence Chapter
A Recommender System to Detect Distributed Denial of Service Attacks with Network and Transport Layer Features Özgüna, K.| Tosun, A.| Sandıkkaya, M.T. International Conference on Information Systems Security and Privacy Conference Paper
Power System Transient Stability Prediction in the Face of Cyber Attacks: Employing LSTM-AE to Combat Falsified PMU Data Jafari, B.| Yazici, M.A. Communications in Computer and Information Science Conference Paper
In-Bed Pose Estimation: A Review Yazici, Z.A.| Colantonio, S.| Ekenel, H.K. 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024 Conference Paper
Graph Autoencoder with Community Neighborhood Network Tüzen, A.| Yaslan, Y. Communications in Computer and Information Science Conference Paper
A Dynamically Selected GPT Model for Phishing Detection Beydemir, A.B.| Sezgin, U.| Dogan, U.| Asiklar, B.E.| Yerlikaya, F.A.| Bahtiyar, S. Proceedings - International Conference on Advanced Computer Information Technologies, ACIT Conference Paper
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation Yaman, D.| Eyiokur, F.I.| Barmann, L.| Akti, S.| Ekenel, H.K.| Waibel, A. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops Conference Paper
Evaluating Microservices Maintainability: A Classification System Using Code Metrics and ISO/IEC 250xy Standards Özdemi°r, O.| Buzluca, F. ACM International Conference Proceeding Series Conference Paper
Multi-Scale Recursive Context Aggregation Network for Semantic Segmentation Yalçın, A.| Keskinöz, M. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
Performance Improvement of Regional Agricultural Forecasts with PECNET and State-Space Model Hakkoz, M.A.| MacIt, S.| Ustundag, B.B. 12th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2024 Conference Paper
Estimation of Two Dimensional Electric Field Distribution Through Deep Learning: Preliminary Study Tanyel, T.| Yildiz, G.| Aydinalp, C.| Öksüz, İ. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
A Comparative Study for Server Selection Schemes in Multiserver Mobile Edge Computing Aljobory, K.| Yazici, M.A. 2024 9th International Conference on Fog and Mobile Edge Computing, FMEC 2024 Conference Paper
Real-World Super-Resolution with Residual Consistency Sarıtaş, E.| Ekenel, H.K. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
Test Case Prioritization For Embedded Software Özer, E.G.| Buzluca, F. ACM International Conference Proceeding Series Conference Paper
Distributed Proxy Re- Encryption Protocol for Secure Multiparty Computation with Fully Homomorphic Encryption Demir, B.B.| Altilar, D.T. 2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024 Conference Paper
Gesture Recognition on Textile-Based Pressure Sensor Array Celik, I.| Cetin, M.S.| Cetin, K.O.| Atalay, O.| Atalay, A.T.| Ince, G. EEITE 2024 - Proceedings of 2024 5th International Conference in Electronic Engineering, Information Technology and Education Conference Paper
Poster: Load and Bandwidth aware Forwarding in Information-Centric Networks Imran, M.| Ali, M.N.| Kim, B.-S.| Seçinti, G. MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services Conference Paper
Automatic Target Generation for Electronic Data Interchange using Sequence-to-Sequence Models Baysan, M.S.| Kızılay, F.| Gündoğan, H.H.| Özmen, A.İ.| İnce, G. Lecture Notes in Networks and Systems Conference Paper
Automatic Unit Test Code Generation Using Large Language Models Öçal, A.K.| Keskinöz, M. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
Analyzing the Effect of Combined Degradations on Face Recognition Saritas, E.| Ekenel, H.K. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
Unsupervised Attack Detection on MIL-STD-1553 Bus for Avionic Platforms Evcil, M.| Tok, Z.Y.| Sandıkkaya, M.T. Communications in Computer and Information Science Conference Paper
Implementing Lightweight, Dynamic Hierarchical Key Assignment Scheme For Cloud Computing Celikbilek, I.| Celiktas, B.| Ozdemir, E. 2024 28th International Conference on Information Technology, IT 2024 Conference Paper
Malicious Domain Detection with Machine Learning for Financial Systems Gulserliler, E.| Ozgen, B.| Bahtiyar, S. 2024 7th International Balkan Conference on Communications and Networking, BalkanCom 2024 Conference Paper
Real-Time Water Quality Monitoring via Impedance Spectroscopy and Machine Learning Aybar, O.| Kara, Z.| Yucel, M.| Ustundag, B.B. 12th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2024 Conference Paper
-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition Cengiz, B.| Gulsen, M.| Sahin, Y.H.| Unal, G. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
Assessing the Generalization Ability of a Global Model for Rapid Building Damage Assessment in Real-world Disaster Scenarios Edinc, E.B.| Bayazit, U. 18th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2024 Conference Paper
UTILISING UV-MAPPING FOR THE 3D-POINT CLOUD SEGMENTATION OF ARCHITECTURAL HERITAGE Uzun, F.| Altun, S.| Kayasü, S.| Öztürk, B.| Şahin, Y.| Ünal, G.| Özkar, M. Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia Conference Paper
Emboli Detection by machine learning algorithms using multi-level feature extraction Lone, A.W.| Elbir, A.| Aydin, N. Proceedings - 8th IEEE International Conference on Image and Signal Processing and their Applications, ISPA 2024 Conference Paper
Analyzing the Feature Extractor Networks for Face Image Synthesis Saritas, E.| Ekenel, H.K. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
AI-Based Short-Term Precipitation Prediction in Precision Agriculture Sentop, M.S.| Yucel, M.| Ustundag, B.B. 12th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2024 Conference Paper
Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas? Al-Shareeda, S.| Oktug, S.F.| Yaslan, Y.| Yurdakul, G.| Canberk, B. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC Conference Paper
Pressure Monitoring for Scoliosis Braces using Textile-based Pressure Sensor Arrays Erzurumluoglu, O.F.| Ozlem, K.| Tunc, H.| Gumus, C.| Khalilbayli, F.| Buyukaslan, A.| Yilmaz, H.| Atalay, A.T.| Atalay, O.| İnce, G. Procedia Computer Science Conference Paper
Cyber-Twin: Digital Twin-Boosted Autonomous Attack Detection for Vehicular Ad-Hoc Networks Yigit, Y.| Panitsas, I.| Maglaras, L.| Tassiulas, L.| Canberk, B. IEEE International Conference on Communications Conference Paper
AI in Energy Digital Twining: A Reinforcement Learning-Based Adaptive Digital Twin Model for Green Cities Cakir, L.V.| Duran, K.| Thomson, C.| Broadbent, M.| Canberk, B. IEEE International Conference on Communications Conference Paper
Continuous Transfer Learning for UAV Communication-Aware Trajectory Design Sun, C.| Fontanesi, G.| Chetty, S.B.| Liang, X.| Canberk, B.| Ahmadi, H. Proceedings - 11th International Conference on Wireless Networks and Mobile Communications, WINCOM 2024 Conference Paper
LITE-FER: A Lightweight Facial Expression Recognition Framework for Children in Resource-Limited Devices Bicer, E.| Kose, H. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System Kaya, K.| Ak, E.| Bas, S.| Canberk, B.| Oguducu, S.G. IEEE International Conference on Communications Conference Paper
SegResNet Based Reciprocal Transformation for BONBID-HIE Lesion Segmentation Aydın, M.A.| Abdinli, E.| Unal, G. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Conference Paper
Continual Learning of Multi-modal Dynamics with External Memory Akgül, A.| Unal, G.| Kandemir, M. Proceedings of Machine Learning Research Conference Paper
Failure Prevention in Bimanual Robots using Deep Deterministic Policy Gradient Menekşe, A.| Ak, A.C.| Sarıel, S. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
A Study Regarding Machine Unlearning on Facial Attribute Data Gundogdu, E.| Unal, A.| Unal, G. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
UniDive: A COST Action on Universality, Diversity and Idiosyncrasy in Language Technology Savary, A.| Zeman, D.| Mititelu, V.B.| Barreiro, A.| Caftanatov, O.| De Marneffe, M.-C.| Dobrovoljc, K.| Eryiğit, G.| Giouli, V.| Guillaume, B.| Markantonatou, S.| Melnik, N.| Nivre, J.| Ojha, A.Kr.| Ramisch, C.| Walsh, A.| Wójtowicz, B.| Wróblewska, A. 3rd Annual Meeting of the ELRA-ISCA Special Interest Group on Under-Resourced Languages, SIGUL 2024 at LREC-COLING 2024 - Workshop Proceedings Conference Paper
Evaluating Gaze Detection for Children with Autism Using the ChildPlay-R Dataset Boluk, N.| Kose, H. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition Cengiz, B.| Gulsen, M.| Sahin, Y.H.| Unal, G. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Conference Paper
An Intelligent Digital Twin Model for Attack Detection in Zero-Touch 6G Networks Bolat-Akça, B.| Bozkaya-Aras, E.| Canberk, B.| Buchanan, B.| Schmid, S. 2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024 Conference Paper
A Lightweight Facial Expression Recognition Model Specialized for Hearing-Impaired Children Biçer, E.| Köse, H. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
A YANG-Aided Unified Strategy for Black Hole Detection for Backbone Networks Ak, E.| Kaya, K.| Ozaltun, E.| Oguducu, S.G.| Canberk, B. IEEE International Conference on Communications Conference Paper
UTILISING UV-MAPPING FOR THE 3D-POINT CLOUD SEGMENTATION OF ARCHITECTURAL HERITAGE Uzun, F.| Altun, S.| Kayasü, S.| Öztürk, B.| Şahin, Y.| Ünal, G.| Özkar, M. Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia Conference Paper
A GNN Model with Adaptive Weights for Session-Based Recommendation Systems Ozbay, B.| Tugay, R.| Oguducu, S.G. ACM International Conference Proceeding Series Conference Paper
Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas? Al-Shareeda, S.| Oktug, S.F.| Yaslan, Y.| Yurdakul, G.| Canberk, B. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC Conference Paper
Robot-Object Manipulation Failure Anticipation using Knowledge Distillation Temel, T.| İNceoğlu, A.| Sariel, S. 32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024 - Proceedings Conference Paper
What-if Analysis Framework for Digital Twins in 6G Wireless Network Management Ak, E.| Canberk, B.| Sharma, V.| Dobre, O.A.| Duong, T.Q. 20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024 Conference Paper
Preface Mukhopadhyay, A.| Oksuz, I.| Engelhardt, S.| Zhu, D.| Yuan, Y. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Editorial
Preface Mukhopadhyay, A.| Oksuz, I.| Engelhardt, S.| Mehrof, D.| Yuan, Y. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Editorial
Welcome Kemal Ekenel, H.| Ali Salah, A.| Ross, A.| Struc, V.| Akarun, L.| Chen, X.| Canavan, S. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024 Editorial
Correction to: Improving somatic exome sequencing performance by biological replicates (BMC Bioinformatics, (2024), 25, 1, (124), 10.1186/s12859-024-05742-5) Cebeci, Y.E.| Erturk, R.A.| Ergun, M.A.| Baysan, M. BMC Bioinformatics Erratum
A reinforcement learning based dynamic room pricing model for hotel industry Tuncay, G.| Kaya, K.| Yılmaz, Y.| Yaslan, Y.| Gündüz Öğüdücü, Ş. INFOR Note
Choosing the right artificial intelligence solutions for your radiology department: key factors to consider Alis, D.| Tanyel, T.| Meltem, E.| Seker, M.E.| Seker, D.| Karakaş, H.M.| Karaarslan, E.| Öksüz, İ. Diagnostic and interventional radiology (Ankara, Turkey) Review
A survey on security of UAV and deep reinforcement learning Sarıkaya, B.S.| Bahtiyar, Ş. Ad Hoc Networks Short Survey

İTÜ Faculty of Computer and Informatics Engineering

bf-hakkimizda
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.

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