Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 13 Climate Action -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Yulia Kumar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Comparative Analysis of RAG-Based Methods for Multilingual SwarmLexAI
Kumar, Y., Marchena, J., Guzman, S., Kruger, D. & Li, J. J., 2026, Intelligent Systems and Applications - Proceedings of the 2025 Intelligent Systems Conference IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 229-245 17 p. (Lecture Notes in Networks and Systems; vol. 1660 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Comprehensive Survey of MapReduce Models for Processing Big Data
Abdalla, H. B., Kumar, Y., Zhao, Y. & Tosi, D., Apr 2025, In: Big Data and Cognitive Computing. 9, 4, 77.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
Cross-Lingual and Multimodal Cyberbullying and Bias Detection and Content Generation via CyberGenDet
Yang, G., Abdalla, H., Kumar, Y., Kruger, D. & Li, J. J., 2025, Intelligent Systems and Applications - Proceedings of the 2025 Intelligent Systems Conference IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 210-224 15 p. (Lecture Notes in Networks and Systems; vol. 1554 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enhanced Privacy-Preserving Architecture for Fundus Disease Diagnosis with Federated Learning
Jiang, R., Kumar, Y. & Kruger, D., Mar 2025, In: Applied Sciences (Switzerland). 15, 6, 3004.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Evaluating the Advantage of an AI-Native IDE Cursor on Programmer Performance
Kumar, Y., Akinwunmi, I. & Kruger, D., 2025, 2025 15th IEEE Integrated STEM Education Conference, ISEC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 15th IEEE Integrated STEM Education Conference, ISEC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review