Publications

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Papers Published

Books

  • Basant Agarwal, Namita Mittal, Springer Book Series: Socio-Affective Computing series, book titled, “Prominent Feature Extraction for Sentiment Analysis”, Published by Springer International Publishing, ISBN: 978-3-319-25343-5, DOI: 10.1007/978-3-319-25343-5, pages: 1-115, 2016. [link – Prominent Feature Extraction for Sentiment Analysis]

Journals

  • Basant Agarwal, “Prominent Feature Extraction for Brain Computer Interface”, In Biomedical Engineering / Biomedizinische Technik. Volume 60, Issue s1, Pages s71, ISSN (Online) 1862-278X, ISSN (Print) 0013-5585, DOI: 10.1515/bmt-2015-5003, September 2015
  • Basant Agarwal, Soujanya Poria, Namita Mittal, Alexander Gelbukh, Amir Hussain, “Concept Level Sentiment Analysis using Dependency-based Semantic Parsing: A Novel Approach”, In Cognitive Computation, Springer, SCIE Indexed, 10.1007/s12559-014-9316-6, 2015.  [Link- Concept Level Sentiment Analysis using Dependency-based Semantic Parsing: A Novel Approach].
  • Basant Agarwal, Namita Mittal, “Prominent Feature Extraction for Review Analysis: An Empirical Study”, In Journal of Experimental and theoretical Artificial Intelligence, Taylor Francis, 2014, DOI:10.1080/0952813X.2014.977830,(SCIE Indexed) [Link- Prominent Feature Extraction for Review Analysis: An Empirical Study].
  • Basant Agarwal, Namita Mittal, “Semantic Feature Clustering for Sentiment Analysis of English Reviews”, In IETE Journal of Research, Taylor Francis, Vol: 60 (6), pages 414-422, 2014. (SCIE Indexed) [Link- Semantic Feature Clustering for Sentiment Analysis of English Reviews].
  • Basant Agarwal, Namita Mittal, Pooja Bansal, Sonal Garg, “Sentiment Analysis Using Common-Sense and Context Information”, In Computational Intelligence and Neuroscience, Article ID 715730, 9 pages, 2015, (SCIE Indexed), DOI: http://dx.doi.org/10.1155/2015/715730 (Link- Sentiment Analysis Using Common-Sense and Context Information).

Book Chapters

  • Basant Agarwal, Namita Mittal, Vijay Kumar Sharma, “Semantic Orientation based Approaches for Sentiment Analysis”, Book Chapter in the book titled “Case Studies in Intelligent Computing – Achievements and Trends”, CRC Press, Taylor & Francis. pp: 62-75, 2014 [Link- SO Approaches for Sentiment Analysis].
  • Basant Agarwal, Namita Mittal, “Machine Learning Approaches for Sentiment Analysis” , Book Chapter in “Data Mining and Analysis in the Engineering Field”, IGI Global, pp- 193-208, 2014 [Link- Machine Learning Approaches for Sentiment Analysis].

Conferences

  • Soujanya Poria, Basant Agarwal, Alexander Gelbukh, Amir Hussain, Newton Howard, “Dependency-Based Semantic Parsing for Concept-Level Text Analysis”, In 15th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2014). Vol-8403, pp. 113–127, 2014, Springer .[Link- ependency-Based Semantic Parsing for Concept-Level Text Analysis]
  • Soujanya Poria, Alexander Gelbukh, Basant Agarwal, Erik Cambria, Newton Howard, “Common Sense Knowledge Based Personality Recognition from Text”, In 12th Mexican International Conference on Artificial Intelligence (MICAI) , pages: 484-496, 2012,  [Link- Common Sense Knowledge Based Personality Recognition from Text]
  • Basant Agarwal, Namita Mittal, Erik Cambria “Enhancing Sentiment Classification Performance using Bi-Tagged Phrases”, In SENTIRE , ICDM Workshop. pp: 892-895 IEEE, [Link- Enhancing Sentiment Classification Performance using Bi-Tagged Phrases].
  • Basant Agarwal, Namita Mittal, Vijay Kumar Sharma, “Feature Extraction Methods for Semantic Orientation based Approaches to Sentiment analysis”, In 10th International Conference on Natural Language Processing (ICON-2013). pp: 225-230, 2013, [PDF- Feature Extraction Methods for Semantic Orientation based Approaches to Sentiment analysis].
  • Namita Mittal, Basant Agarwal, Saurabh Agarwal, Subham Agarwal, Promod Gupta, “A Hybrid Approach for Twitter Sentiment Analysis”, In 10th International Conference on Natural Language Processing (ICON-2013), pp.116-120, 2013. [PDF] .
  • Namita Mittal, Basant Agarwal, Nikita Vijay, Adarsh Gupta, “Text Summarization with Semantics Information”, In 10th International Conference on Natural Language Processing (ICON-2013), pp 256-259, 2013.
  • Basant Agarwal, Vijay Sharma, Namita Mittal, “Sentiment Classification of Review Documents using Phrases Patterns”, In Second International Symposium on Natural Language Processing (NLP’13). pp.1577-1580, 2013, [Link].
  • Namita Mittal, Basant Agarwal, Garvit Chouhan, Nitin Bania, Prateek Pareek, “Sentiment Analysis of Hindi Reviews based on Negation and Discourse Relation”, In the proceedings of 11th Workshop on Asian Language Resources, (in conjunction with IJCNLP -2013). pp: 45–50, 2013. [PDF].
  • Sumit Kumar Verma, Namita Mittal, Basant Agarwal, “Hybrid Recommender System based on Fuzzy Clustering and Collaborative Filtering”, In 4th International Conference on Computer and Communication Technology (ICCCT -2013), pp: 116 – 120, IEEE, [Link].
  • Namita Mittal, Basant Agarwal, Garvit Chouhan, Prateek Pareek, Nitin Bania, “Discourse based Sentiment Analysis for Hindi Reviews”, In 5th International Conference on Pattern Recognition and Machine Intelligence (PReMI’13), pp. 720–725, 2013, Springer.[Link]
  • Basant Agarwal, Namita Mittal, “Sentiment Classification using Rough Set based Hybrid Feature Selection”, In Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA’13), pages 115–119 , NAACL-HLT, Atlanta, USA, 2013.
  • Basant Agarwal, Namita Mittal, “Optimal Feature Selection for Sentiment Analysis”, In 14th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2013),Vol-7817, pages-13-24, Greece, Samos. 2013 [Link]
  • Basant Agarwal, Namita Mittal, “Categorical Probability Proportion Difference (CPPD): A Feature Selection Method for Sentiment Classification”, In Proceedings of the 2nd Workshop on Sentiment Analysis where AI meets Psychology (SAAIP 2012), COLING 2012, IIT-Bombay, Mumbai, pages 17–26, 2012. (PDF)
  • Basant Agarwal, Namita Mittal, “Text Classification using Machine Learning Methods- A Survey”, In 2nd International Conference on Soft Computing for Problem Solving (SocPros-2012), Vol:236, pp: 701-710, Springer. 2012, [Link]
  • Basant Agarwal, Namita Mittal, “Comparative Study of Feature Reduction and Machine Learning Techniques for Spam Detection.” In 2nd International Conference on Soft Computing for Problem Solving (SocPros-2012), Vol-236, pp:761-760, Springer, 2012. [Link]
  • Basant Agarwal, Namita Mittal, “Hybrid Approach for Detection of Anomaly Network Traffic Using Data Mining Techniques”, In 2nd International Conference on Communication, Computing Security (ICCCS-2012). Vol 6, 2012, Pages 996-1003, Elsevier. 2012.[Link]
  • Kartik Singhal, Basant Agrawal, Namita Mittal, “Modeling Indian General Elections: Sentiment Analysis of Political Twitter Data”, In Second International Conference on Information systems design and intelligent applications, Volume 339, 2015, pages: 469-477, Springer. [Link]