DBLP: Vasudha Bhatnagar
Google Scholar: Vasudha Bhatnagar
Recent Publications (Last five years)
Edited Volumes

1.      Vasudha Bhatnagar, Srinath Srinivasa (Eds.), Big Data Analytics (Vol 2). Proceedings of the Second International Conference on Big Data Analytics, Mysore, India, Lecture Notes in Computer Science, Volume 8302. Springer, December 2013.

2.      Naveen Kumar, Vasudha Bhatnagar (Eds.), Big Data Analytics (Vol 4), Proceedings of the Fourth International Conference on Big Data Analytics, Hyderabad, India, Lecture Notes in Computer Science, Vol. 9498, Springer , December 2015.

3.      VB Aggarwal, Vasudha Bhatnagar, Durgesh Kumar Mishra (Eds.), Big Data Analytics: Proceedings of CSI 2015,

 
Journal Publications.
  1. Rakhi Saxena, Sharanjit Kaur, Vasudha Bhatnagar (2018), Social Centrality using Network Hierarchy and Community Structure, Data Mining and Knowledge Discovery, Volume 32, Issue 5, pp 1421-1443 (IF: 2.481), Springer. (arXiv) (Code at github)

2.      V Bhatnagar, S Kaur, R Saxena, D Khanna, (2017), DASC: data aware algorithm for scalable clustering, Knowledge and Information Systems 50 (3), 851-881, (IF: 2.004), Springer.

 

3.      M Bhardwaj, V Bhatnagar, K Sharma, (2016), Cost-effectiveness of classification ensembles, Pattern Recognition 57, 84-96, Elsevier, (IF: 4.582).

 

4.      M Bhardwaj, V Bhatnagar, (2015), Towards an optimally pruned classifier ensemble, International Journal of Machine Learning and Cybernetics 6 (5), 699-718, Springer (IF: 1.699).

 

5.      Vasudha Bhatnagar, Sangeeta Ahuja, Sharanjit Kaur, (2015), Discriminant Analysis based Cluster Ensemble, International Journal for Data Mining, Modeling and Management 7(2), 83-107, Inderscience.

 

6.      Vasudha Bhatnagar, Manju Bharadwaj, Sufyan Haroon, Shivam Sharma, (2014), Accuracy-Diversity based Classifier Ensemble, Progress in Artificial Intelligence 2 (2-3), 97-111 , Springer.

 

7.      K Alhamazani et al., (2014), An Overview of the Commercial Cloud Monitoring Tools: Research Dimensions, Design Issues, and State-of-the-Art; Computing, 1-21, (IF:1.589), Springer.

 

8.      Vasudha Bhatnagar, Sharanjit Kaur , Sharma Chakravarthy, (2014), Clustering Data Streams using grid-based synopsis, Knowledge and Information Systems 41 (1), 127-152, (IF: 2.004), Springer.

 

 

Conference/Workshop Publications

 

  1. Rakhi Saxena, Sharanjit Kaur, Vasudha Bhatnagar, (2017), Leveraging Hierarchy and Community Structure for Determining Influencers in Networks, In Proceedings of   DaWaK, (LNCS, volume 10440), pp 383-390. (Code at github)

 

  1. Rakhi Saxena, Sharanjit Kaur, Debashish Dash, Vasudha Bhatnagar, (2016), Leveraging Hierarchy for Scalable Network Comparison, In Proceedings of  DEXA 2016, (LNCS, volume 9827), pp 287-302. (Code at github)

 

  1. Manju Bhardwaj, Debasis Dash, Vasudha Bhatnagar, (2015), Accurate Classification of Biological Data Using Ensembles. ICDM Workshops 2015: 1486-1493

 

  1. Sharanjit Kaur, RakhiSaxena, Dhriti Khanna, Vasudha Bhatnagar, (2014), Comparing Data Processing Frameworks for Scalable Clustering, FLAIRS 2014, 21-23 May 2014, Florida.

 

  1. Aditi Mittal, Abhishek Santra, Vasudha Bhatnagar, Dhriti Khanna, Exploratory Analysis of Light Curves: A Case-study in Astronomy, (Invited Paper), LNCS 8381,  9th  International Workshop on Databases in Networked Information Systems (DNIS 2014), 24-26 March 2014, University of Aizu, Japan.)

 

 

Tutorial

 

1.      Swagata Duari, Aditya Gupta, Vasudha Bhatnagar, Unsupervised Keyword Extraction from Single Document, 5th International Conf. on Big Data Analytics, 13-15 Dec 2017,  Hyderabad, India.

 

Book Chapter

 

  1. Sharanjit Kaur, Vasudha Bhatnagar, Sharma Chakravarthy, Stream Clustering Algorithms: A Primer, Big Data in Complex Systems: Challenges and Opportunities,    Eds. Hassanien et al., 2015, pp. 105 - 145,  Studies in Big Data series, Springer-Verlag, Germany.