PUBLICATIONS

Publications:

  1.   Nitin Kumar, Dimitrios Gunopulos, Vana Kalogeraki Sensor Network Coverage Restoration. In Proceedings of 2005 DCOSS International conference on Distributed Computing in Sensor Systems, June 30- July 1, 2005, Marina del Ray, California, USA.  

  2. Nitin Kumar , Nishanth Lolla , Eamonn Keogh , Stefano Lonadi , Chotirat Ann Ratanamahatana , Li Wie . Time-series Bitmaps: a practical visualization tool for working with large time series databases. In Proceedings of 2005 SIAM International conference on Data Mining, April 21-23, 2005, Newport Beach, CA, USA.  

  3. Banit agarwal , Nitin Kumar , Mart Molle . Controlling spams at the router level, In proceedings of 2005 IEEE International Conference on Communications, Next  Generation Networks for Universal Services, Seoul, South Korea, May 2005.

  4. Li Wei  , Nitin Kumar , Nishanth Lolla , Eamonn Keogh , Stefano Lonadi , Chotirat Ann Ratanamahatana . A Practical Tool for Visualizing and Data Mining Medical Time Series. In Proceedings of  18th IEEE International Symposium on Computer-Based Medical Systems (CBMS), June 23-24, 2005, Trinity College, Dublin.

  5. Li Wei  , Nitin Kumar , Nishanth Lolla , Eamonn Keogh , Stefano Lonadi , Chotirat Ann Ratanamahatana . Assumption-Free Anomaly Detection in Time Series. In Proceedings of  17th International Scientific and Statistical Database Management Conference (SSDBM), June 27-29, 2005, UC Santa Barbara, CA, USA.

  6. Maria Halkidi, Nitin Kumar, Dimitrios Gunopulos, Michalis Vazirgiannis, Carlotta Domeniconi A Framework for Semi-supervised Learning based on Subjective and Objective Clustering Criteria. In Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM) Novemver 27-30, 2005, New Orleans, Louisiana, USA.

Journals:

Technical Reports:

MS Thesis 2005:

        A Framework for Semi-Supervised Learning Based on Subjective and Objective Cluster Validity Criteria.

Errata: