Service per year
Personal profile
Education/Academic qualification
Computer Science, Ph.D., Kent State University
… → 2023
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 7 Affordable and Clean Energy
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
Teaching
Service
- 4 Professional Service
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Agentic AI in Healthcare and Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-Based Agents
Vatsal, S., Dubey, H. & Singh, A., Jan 1 2026, In: IEEE Access. 14, p. 4840-4863 24 p.Research output: Contribution to journal › Review article › peer-review
Open Access10 Scopus citations -
A Taxonomy of Generative Models with a Focus on Diffusion Models and Denoising Techniques
Singh, A., Chatta, N. K., Vagula, Y., Ehtesham, A., Kumar, S. & Talaei Khoei, T., Mar 1 2026, In: Electronics (Switzerland). 15, 6, 1293.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring Public Converse on AI via Reddit: A Topic Modeling and Sentiment Analysis Approach
Chen, X., Khoei, T. T. & Singh, A., Mar 1 2026, In: Journal of Social Computing. 7, 1, p. 94-109 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
Singh, A., Ehtesham, A., Kumar, S. & Khoei, T. T., 2025Research output: Other contribution
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An Speech-Based Emotional Artificial Intelligence Detection Framework
Khoei, T. T., Singh, A. & Yan, P., Jan 1 2025, 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025. Paul, R. & Kundu, A. (eds.). usa: Institute of Electrical and Electronics Engineers Inc., p. 178-182 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review