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Shovito Barua Soumma

12 papers hereh-index 686 citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author3
  • last author1

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • eess.SP2
  • cs.AI1
  • cs.IR1
  • eess.IV1
same name
  • Shovito Barua Soumma — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEnhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals

5 citations · 8 across the 11 of their papers we have counts for

collaborators
Showing 2025 · cs.AIShow all

1 paper · 2 filters

cs.AI2025

SenseCF: LLM-Prompted Counterfactuals for Intervention and Sensor Data Augmentation

Shovito Barua Soumma, Asiful Arefeen, Stephanie M. Carpenter +2

Counterfactual explanations (CFs) offer human-centric insights into machine learning predictions by highlighting minimal changes required to alter an outcome. Therefore, CFs can be…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.