Research Publications

Published Research Papers

Journal Publications

  1. Yadav, N., & Chatterjee, N. (2019). Rough Set based Span and its Application to Extractive Text Summarization. Journal of Intelligent & Fuzzy Systems, 37(3), pp. 4299- 4309. Impact Factor: 1.85
  2. Chatterjee, N., & Yadav, N. (2019). Fuzzy Rough Set-based Sentence Similarity Measure and its Application to Text Summarization. IETE Technical Review, 36(5), pp. 517-525. Impact Factor: 1.8
  3. Chatterjee, N. and Yadav, N. (2019). Novel Rough Set based Aggregate Rank-Measure & its Application to Supervised Multi Document Summarization. Available online []
  4. Yadav, N. and Chatterjee, N. (2018). Fuzzy Rough Set Based Technique for User Specific Information Retrieval: A Case Study on Wikipedia Data. International Journal of Rough Set and Data Analysis (IJRSDA), 5(4), pp. 32-47.

Conference Papers         

  1. Yadav, N., & Chatterjee, N. A*-Reduct: A Heuristic Rough Set Based Feature Selection Algorithm and Its Application to Text Summarization. In ICDSMLA 2019, pp. 239-245. Springer, Singapore.
  2. Yadav, N., Aggarwal, T., & Chatterjee, N. (2020). Random Indexing and Centroid Based Technique for Multi Document Summarization. In ICDSMLA 2019, pp. 246-252. Springer, Singapore.
  3. Chatterjee, N., & Yadav, N. (2019). Hybrid Latent Semantic Analysis and Random Indexing Model for Text Summarization. In Information and Communication Technology for Competitive Strategies, pp. 149-156. Springer, Singapore.
  4. Yadav, N., & Chatterjee, N. (2017, July). A novel approach for feature selection using Rough Sets. In International Conference on Computer, Communications and Electronics (Comptelix), pp. 195-199. IEEE.
  5. Yadav, N., & Chatterjee, N. (2016, December). Text Summarization Using Sentiment Analysis for DUC Data. In 2016 International Conference on Information Technology (ICIT), pp. 229-234. IEEE.
  6. Soft Rough Sets based Automated Keyword selection. To be communicated.
  7. Fuzzy Rough Sets and its applications, Advances in Computer Science and Information Technology, 2015.
  8. Combination of Genetic Algorithm with Fuzzy Systems, Advances in Computer Science and Information Technology, 2015.
  9. Text Summarization using Rough Sets, International Conference on Natural Language Processing, 2014.

Published Technical Books

  1. M.Tech Project: Application of Rough Sets
  2. Ph.D. Thesis
  3. M.S. Project: Certain Aspects of Linear Groups over Fields

Submitted Research Articles

  1. Neighborhood Rough Set based Multi-document Summarization- Submitted to Arxiv, Artificial Intelligence

2. Soft Rough Set based Span for Unsupervised Keyword Extraction, Niladri Chatterjee, Aayush Singha Roya and Nidhika Yadav, Submitted to Applied Soft Computing Journal

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