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Author

B. K. Mishra

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#software testing Review Open access Sep 2026

A Data-Driven and Cost-Effective Framework for Urban Air Quality Monitoring and NO2 Forecasting in Cheltenham

Effective urban air quality management requires monitoring systems that are reliable, affordable, and fairly distributed across commercial and residential areas. This study examines nitrogen dioxide (NO2 ) concentrations in Cheltenham by comparing commercial sites, Boots Corner/High Street, with the residential site Lo...

J. Ohakwe, Derrick Ofori, Bhupesh Kumar Mishra et al. · 0 citations
Review Open access Aug 2026

Neurosymbolic Large Language Models: A Survey of Symbolic Integration, Reasoning and Explainability

A novel taxonomy of symbolic integration in LLMs is proposed, along with a roadmap to merge symbolic techniques with LLMs to enhance transparency and identifies commonly used benchmarks, recent advances and important research gaps.

Maneeha Rani, Bhupesh Kumar Mishra, Dhavalkumar Thakker · 0 citations
Jul 2026

ConceptSMILE: Auditing the Trustworthiness of Concept-Based Explainable AI

ConceptSMILE provides an independent audit layer for evaluating the trustworthiness of concept-based XAI, a model-agnostic perturbation-based auditing framework for evaluating the reliability of concept-based explanations.

Mohadeseh Mollapour, K. Aslansefat, Zeinab Dehghani et al. · 0 citations
Open access Aug 2026

A hierarchical attributed graph RAG framework for biomedical literature retrieval

The results show that effective hierarchical Graph RAG depends not only on graph augmentation, but on constructing, navigating, and weighting the hierarchy, while retrieval quality remains sensitive to clustering and weighting choices.

Maneeha Rani, B. K. Mishra, Dhavalkumar Thakker et al. · 0 citations

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