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1. 2022
   Saylam, B., Ekmekçi, E.Y., Altunoğlu, E., Durmaz İncel, Ö., “Academic Performance Relation with Behavioral Trends and Personal Characteristics from Wearable Device Perspective”, In Pervasive Health and Smart Sensing, 2022.

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2. 2022
   Saylam, B., Durmaz İncel, Ö., “Extracting Digital Biomarkers for Unobtrusive Stress State Screening from Multimodal Wearable Data”, In EAI SmartGov 2022 - 4th EAI International Conference on Smart Governance for Sustainable Smart Cities, 2022.

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3. 2022
   Şahin, M., Güngör, T., Hodzik, E., Gürses, S., Yirmibeşoğlu, Z., Dallı, H., Dursun, O., “Literary Machine Translation to Produce Translations that Reflect Translators’ Style”, Literary Translation and AI: Assessing Changes in Translation Theory, Practice and Creativity, Paris, 2022.

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4. 2022
   Şahin, M., Güngör, T., Hodzik, E., Gürses, S., Dallı, H., Dursun, O., Yirmibeşoğlu, Z., “Translator Style and Machine Translation”, 2nd International Conference ‘Language in the Human-Machine Era’ (LITHME), Finland, 2022.

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5. 2022
   Özyar, U.C., Yurdakul, A., “A Decentralized Framework with Dynamic and Event-Driven Container Orchestration at the Edge”, 15th IEEE International Conference on Internet of Things (iThings-2022), Espoo Finland, 2022.

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6. 2022
   Özdel, S., Ateş, Ç., Şafak, I., Başar, O. E., Dicle, Z., Alagöz, F., Anarım, E., “Failure Prediction using Real-Time Error Logs, N-Gram Analysis and Long-Short Term Memory”, 2022 Innovations in Intelligent Systems and Applications Conference (ASYU), Antalya, Türkiye, 2022.

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7. 2022
   Özateş, Ş.B., Özgür, A., Güngör, T., Çetinoğlu, Ö., “Improving Code-Switching Dependency Parsing with Semi-Supervised”, Findings of the Association for Computational Linguistics: NAACL, Seattle, 2022.

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8. 2022
   "Linguistics: Student Research Workshop", 467–472, Dublin, Ireland. Association for Computational Linguistics 2022, 2022.

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9. 2022
   Marşan, B., Akkurt, S.F., Şen, M., Gürbüz, M., Güngör, O., Özateş, Ş.B., Üsküdarlı, S., Özgür, A., Güngör, T., Öztürk, B., “Enhancements to the BOUN Treebank Reflecting the Agglutinative Nature of Turkish”, International Conference on Agglutinative Language Technologies as a Challenge of Natural Language Processing (ALTNLP), 2022.

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10. 2022
    Karaevli, H.A., Güngör, T., “Enhancing Relation Extraction by Using Shortest Dependency Paths Between Entities with Pre-trained Language Models”, International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2022), IEEE, Biarritz, France, 2022. (online)

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11. 2022
    Karabulut, C., Bilir, A., Laçin, M.E., Yalçınkaya, A.D., Dumanlı, S., Tuğcu, T., “Skeletal Muscle-Actuated Bio-Hybrid Implant and Wearable Reader Antenna System”, 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), Gran Canaria, Spain, 2022.

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12. 2022
    Hüsünbeyi, Z.M., Akar, D., Özgür, A., “Identifying Hate Speech Using Neural Networks and Discourse Analysis Techniques”, In Proceedings of the First Workshop on Language Technology and Resources for a Fair, Inclusive, and Safe Society within the 13th Language Resources and Evaluation Conference, 32–41, Marseille, France. European Language Resources Association 2022, 2022.

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13. 2022
    Danış, F.S., Cemgil, A.T., Ersoy, C., “Tracking a Mobile Beacon: A Pure Probabilistic Approach”, accepted to International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS, Nice, France, 2022.

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14. 2022
    Çağlayan, C., Yurdakul, A., “A Clustering-Based Scoring Mechanism for Malicious Model Detection in Federated Learning”, Euromicro Symposium on Digital System Design (DSD 2022), Gran Canaria, Spain, 2022.

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15. 2022
    Bursa, S. Durmaz İncel, Ö., Işıklar Alptekin, G., “Transforming Deep Learning Models for Resource-Efficient Activity Recognition on Mobile Devices”, In 2022 5th Conference on Cloud and Internet of Things (CIoT) 2022.

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16. 2022
    Bozkurt, A., Özturan, C., “SIMD Instructions for Ethereum Virtual Machine”, Başarım-2022, 7th National High Performance Computing Conference, 2022.

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17. 2022
    Ayvaz, D.S., Baytaş, İ.M., “Investigating Conversion from Mild Cognitive Impairment to Alzheimer’s Disease using Latent Space Manipulation”, 15th International Symposium on Health Informatics and Bioinformatics, 2022.

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18. 2022
    Amirshirzad, N., Uğur, E., Bebek, O., Öztop, E., “Adaptive Shared Control with Human Intention Estimation for Human Agent Collaboration”, IEEE 18th International Conference on Automation Science and Engineering (CASE), 2022.

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19. 2022
    Akkurt, S.F., Marşan, B., Üsküdarlı, S., “BoAT v2 – A Web-Based Dependency Annotation Tool with Focus on Agglutinative Languages”, International Conference on Agglutinative Language Technologies as a Challenge of Natural Language Processing (ALTNLP), 2022.

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20. 2022
    Yirmibeşoğlu, Z., Güngör, T., “Morphologically Motivated Input Variations and Data Augmentation in Turkish-English Neural Machine Translation”, Transactions on Asian and Low-Resource Language Information Processing, 2022.

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21. 2022
    Yıldırım, Y., Uğur, E., “Learning Social Navigation from Demonstrations with Conditional Neural Processes”, Interaction Studies, in press, 2022.

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22. 2022
    Yamansavaşcılar, B., Sönmez, C., Baktır, C., Özgovde, A., Ersoy, C., “DeepEdge: Deep Reinforcement Learning based Workload Orchestratior for Edge Computing”, to appear in IEEE Transactions on Network Science and Engineering, 2022.

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23. 2022
    Özçelik, I.M., Ersoy, C., “ALVS: Adaptive Live Video Streaming using Deep Reinforcement Learning”, Journal of Network and Computer Applications, 25, 103451, 2022.

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24. 2022
    Kara, O., Yaylalı, G., Pusane, A.E, Tuğcu, T., “Molecular Index Modulation using Convolutional Neural Networks”, Accepted for Publication in Nano Communication Networks, 2022.

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25. 2022
    Danis, F.S., Naskali, A.T., Cemgil, A.T., Ersoy, C., “Wireless Data Collection Framework with High Precision Position Annotation for Indoor Localization”, Pervasive and Mobile Computing, 2022.

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