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<!DOCTYPE html>
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<h3>Recent Publications<span class="alternate"> (last five years)</span></h3>
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<div class="title">1.  <font style="font-weight:bold ">VB Aggarwal, Vasudha Bhatnagar, Durgesh Kumar Mishra (Eds.),</font> <a href="https://www.springer.com/in/book/9789811066191" style=" color:cornflowerblue" target="_blank">Big Data Analytics: Proceedings of CSI 2015.</a></div><br> 
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<div class="title">2.  <font style="font-weight:bold ">Naveen Kumar, Vasudha Bhatnagar (Eds.),</font> 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.</div><br> 
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<div class="title">3.  <font style="font-weight:bold ">Vasudha Bhatnagar, Srinath Srinivasa (Eds.),</font> 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.</div><br> 
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<div class="title">1. <font style="font-weight:bold ">Rakhi Saxena, Sharanjit Kaur, Vasudha Bhatnagar (2018),</font> <font style=" color:darkorange;font-weight:bold">Social Centrality using Network Hierarchy and Community Structure,</font> Data Mining and Knowledge Discovery, Volume 32, Issue 5, pp 1421-1443 (IF: 2.481), Springer <a href="https://arxiv.org/abs/1806.08964" style=" color:cornflowerblue" target="_blank">(arXiv).</a></div><br> 
<a href="https://link.springer.com/article/10.1007/s10618-018-0582-x" class="button" target="_blank">Paper</a>
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<div class="title">2. <font style="font-weight:bold ">V Bhatnagar, S Kaur, R Saxena, D Khanna, (2017),</font> <font style=" color:darkorange;font-weight:bold">DASC: data aware algorithm for scalable clustering,</font> Knowledge and Information Systems 50 (3), 851-881, (IF: 2.004), Springer.</div><br> 
<a href="https://link.springer.com/article/10.1007/s10115-016-0958-4" class="button" target="_blank">Paper</a>
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<div class="title">3. <font style="font-weight:bold ">M Bhardwaj, V Bhatnagar, K Sharma, (2016),</font> <font style=" color:darkorange;font-weight:bold">Cost-effectiveness of classification ensembles,</font> Pattern Recognition 57, 84-96, Elsevier, (IF: 4.582).</div><br> 
<a href="https://www.sciencedirect.com/science/article/abs/pii/S0031320316300024" class="button" target="_blank">Paper</a>
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<div class="title">4. <font style="font-weight:bold ">M Bhardwaj, V Bhatnagar, (2015),</font> <font style=" color:darkorange;font-weight:bold">Towards an optimally pruned classifier ensemble,</font> International Journal of Machine Learning and Cybernetics 6 (5), 699-718, Springer (IF: 1.699).</div><br> 
<a href="https://link.springer.com/article/10.1007/s13042-014-0303-8" class="button" target="_blank">Paper</a>
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<div class="title">5. <font style="font-weight:bold ">Vasudha Bhatnagar, Sangeeta Ahuja, Sharanjit Kaur, (2015),</font> <font style=" color:darkorange;font-weight:bold">Discriminant Analysis based Cluster Ensemble,</font> International Journal for Data Mining, Modeling and Management 7(2), 83-107, Inderscience.</div><br> 
<a href="https://www.inderscienceonline.com/doi/abs/10.1504/IJDMMM.2015.069248" class="button" target="_blank">Paper</a>
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<div class="title">6. <font style="font-weight:bold ">Vasudha Bhatnagar, Manju Bharadwaj, Sufyan Haroon, Shivam Sharma, (2014),</font> <font style=" color:darkorange;font-weight:bold">Accuracy-Diversity based Classifier Ensemble,</font> Progress in Artificial Intelligence 2 (2-3), 97-111 , Springer.</div><br> 
<a href="https://link.springer.com/article/10.1007/s13748-014-0042-9" class="button" target="_blank">Paper</a>
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<div class="title">7. <font style="font-weight:bold ">K Alhamazani et al., (2014),</font> <font style=" color:darkorange;font-weight:bold">An Overview of the Commercial Cloud Monitoring Tools: Research Dimensions, Design Issues, and State-of-the-Art,</font> Computing, 1-21, (IF:1.589), Springer.</div><br> 
<a href="https://link.springer.com/article/10.1007/s00607-014-0398-5" class="button" target="_blank">Paper</a>
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<div class="title">8. <font style="font-weight:bold ">Vasudha Bhatnagar, Sharanjit Kaur , Sharma Chakravarthy, (2014),</font> <font style=" color:darkorange;font-weight:bold">Clustering Data Streams using grid-based synopsis,</font> Knowledge and Information Systems 41 (1), 127-152, (IF: 2.004), Springer.</div><br> 
<a href="https://link.springer.com/article/10.1007/s10115-013-0659-1" class="button" target="_blank">Paper</a>
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<div class="title">1. <font style="font-weight:bold ">Rakhi Saxena, Sharanjit Kaur, Vasudha Bhatnagar, (2017),</font><font style=" color:darkorange;font-weight:bold">Leveraging Hierarchy and Community Structure for Determining Influencers in Networks,</font> In Proceedings of DaWaK, (LNCS, volume 10440), pp 383-390. (Code at github)</div><br> 
<a href="https://link.springer.com/chapter/10.1007/978-3-319-64283-3_28" class="button" target="_blank">Paper</a>
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<div class="title">2. <font style="font-weight:bold ">Rakhi Saxena, Sharanjit Kaur, Debasis Dash, Vasudha Bhatnagar, (2016),</font> <font style=" color:darkorange;font-weight:bold">Leveraging Hierarchy for Scalable Network Comparison,</font> In Proceedings of DEXA 2016, (LNCS, volume 9827), pp 287-302. (Code at github)</div><br> 
<a href="https://link.springer.com/chapter/10.1007/978-3-319-44403-1_18" class="button" target="_blank">Paper</a>
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<div class="title">3. <font style="font-weight:bold ">Manju Bhardwaj, <a href="https://dblp.uni-trier.de/pers/hd/d/Dash:Debasis" style=" color:cornflowerblue ; text-decoration: none;" target="_blank">Debasis Dash</a>, Vasudha Bhatnagar, (2015),</font> <font style=" color:darkorange;font-weight:bold">Accurate Classification of Biological Data Using Ensembles,</font> <a href="https://dblp.uni-trier.de/db/conf/icdm/icdm2015w.html" style=" color:cornflowerblue" target="_blank">ICDM Workshops 2015</a>: 1486-1493.</div><br> 
<a href="http://ieeexplore.ieee.org/document/7395845/?reload=true" class="button" target="_blank">Paper</a>
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<div class="title">4. <font style="font-weight:bold ">Sharanjit Kaur, RakhiSaxena, Dhriti Khanna, Vasudha Bhatnagar, (2014),</font> <font style=" color:darkorange;font-weight:bold">Comparing Data Processing Frameworks for Scalable Clustering,</font> FLAIRS 2014, 21-23 May 2014, Florida.
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<a href="https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/index" class="button" target="_blank">Paper</a>
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<div class="title">5. <font style="font-weight:bold ">Aditi Mittal, Abhishek Santra, Vasudha Bhatnagar, Dhriti Khanna,</font> <font style=" color:darkorange;font-weight:bold">Exploratory Analysis of Light Curves: A Case-study in Astronomy,</font> (Invited Paper), LNCS 8381, 9th International Workshop on Databases in Networked Information Systems (DNIS 2014), 24-26 March 2014, University of Aizu, Japan.)</div><br> 
<a href="https://link.springer.com/chapter/10.1007/978-3-319-05693-7_5" class="button" target="_blank">Paper</a>
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<div class="title">1. <font style="font-weight:bold ">Swagata Duari, Aditya Gupta, Vasudha Bhatnagar,</font> <font style=" color:darkorange;font-weight:bold">Unsupervised Keyword Extraction from Single Document,</font> 5th International Conf. on Big Data Analytics, 13-15 Dec 2017, Hyderabad, India.</div><br> 
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<div class="title">1. <font style="font-weight:bold ">Sharanjit Kaur, Vasudha Bhatnagar, Sharma Chakravarthy,</font> <a href="https://link.springer.com/chapter/10.1007/978-3-319-11056-1_4" style=" color:cornflowerblue" target="_blank"><font style=" color:darkorange;font-weight:bold">Stream Clustering Algorithms: A Primer,</font> Big Data in Complex Systems: Challenges and Opportunities</a>, Eds. Hassanien et al., 2015, pp. 105 - 145, Studies in Big Data series, Springer-Verlag, Germany.
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