Roshni M Balakrishnan

Employment

• Atria Institute of Technology ASSISTANT PROFESSOR
  2026 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

• Automatic Grading of Students' Algebraic Responses Using MathBERT, GPT-2 & Auto-Tokenizer Embeddings
  2025 DOI: 10.1109/ETCC65847.2025.11108426
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• Text Line Segmentation of Palm Leaf Documents Using Segformer
  2025 DOI: 10.1007/978-981-96-5723-0_29
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• Dimensionality Reduction on Fish Dataset with Different Machine Learning Algorithms Comparison
  2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE) 2023 DOI: 10.1109/aikiie60097.2023.10389924
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• Auto-grading C programming assignments with CodeBERT and Random Forest Regressor
  ICCCNT 2023 DOI: 10.48550/arXiv.2309.15216
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• Rat Swarm Optimizer based Transform for Performance Improvement of Machine Learning Classifiers in Diagnosis of Lung Cancer
  2022 Smart Technologies, Communication and Robotics (STCR) 2022 DOI: 10.1109/STCR55312.2022.10009353
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• Theoretical analysis of expected population variance evolution for a differential evolution variant
  Computational Intelligence in Data Mining-Volume 2 2015
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