Pradeep Kumar

Pradeep Kumar obtained his PhD from the Department of Computer and Information Sciences, University of Hyderabad, India. He also holds an MTech in Computer Science and BSc (Engg) in Computer Science and Engg. Currently, he is working as an Assistant Professor with Indian Institute of Management, Lucknow, India. His research interest includes data mining, soft computing and network security.

Publications

Pattern Discovery Using Sequence Data Mining: Applications and Studies
Pattern Discovery Using Sequence Data Mining: Applications and Studies
Pradeep Kumar, P. Radha Krishna, S. Bapi Raju. © 2012. 286 pages.
Sequential data from Web server logs, online transaction logs, and performance measurements is collected each day. This sequential data is a valuable source of information, as it...
Sequence Pattern Mining for Web Logs
Sequence Pattern Mining for Web Logs
Pradeep Kumar, Raju S. Bapi, P. Radha Krishna. © 2012. 7 pages.
Interestingness measures play an important role in finding frequently occurring patterns, regardless of the kind of patterns being mined. In this work, we propose variation to...
A New Similarity Metric for Sequential Data
A New Similarity Metric for Sequential Data
Pradeep Kumar, Bapi S. Raju, P. Radha Krishna. © 2012. 16 pages.
In many data mining applications, both classification and clustering algorithms require a distance/similarity measure. The central problem in similarity based...
A New Similarity Metric for Sequential Data
A New Similarity Metric for Sequential Data
Pradeep Kumar, Bapi S. Raju, P. Radha Krishna. © 2010. 17 pages.
In many data mining applications, both classification and clustering algorithms require a distance/similarity measure. The central problem in similarity based...