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Hillol Kargupta

Papers on DiSC'02


Distributed Web Mining Using Bayesian Networks from Multiple Data Streams

Mining Decision Trees from Data Streams in a Mobile Environment

Data mining "to go": ubiquitous KDD for mobile and distributed environments

Publications


Note: Links lead to the DBLP on the Web.

Hillol Kargupta

18 Byung-Hoon Park , Hillol Kargupta, Erik L. Johnson , E. Sanseverino , Daryl E. Hershberger , L. Silvestre : Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique. Applied Intelligence 16 (1): 19-42 (2002)

17 Hillol Kargupta, Byung-Hoon Park , Sweta Pittie , Lei Liu , Deepali Kushraj , Kakali Sarkar : MobiMine: Monitoring the Stock Market from a PDA. SIGKDD Explorations 3 (2): 37-46 (2002)

16 Hillol Kargupta, Byung-Hoon Park : Mining Decision Trees from Data Streams in a Mobile Environment. ICDM 2001 : 281-288

15 R. Chen , Krishnamoorthy Sivakumar , Hillol Kargupta: Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. ICDM 2001 : 75-82

14 Hillol Kargupta, Anupam Joshi : Data mining "to go": ubiquitous KDD for mobile and distributed environments. KDD Tutorials 2001

13 Daryl E. Hershberger , Hillol Kargupta: Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining. Journal of Parallel and Distributed Computing 61 (3): 372-400 (2001)

12 Hillol Kargupta, Weiyun Huang , Krishnamoorthy Sivakumar , Erik L. Johnson : Distributed Clustering Using Collective Principal Component Analysis. Knowledge and Information Systems 3 (4): 422-448 (2001)

11 Hillol Kargupta, Philip Chan , Vipin Kumar , Zoran Obradovic : Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000 : 534

10 Hillol Kargupta, Weiyun Huang , Krishnamoorthy Sivakumar , Byung-Hoon Park , Shuren Wang : Collective Principal Component Analysis from Distributed, Heterogeneous Data. PKDD 2000 : 452-457

9 Hillol Kargupta: The Genetic Code-Like Transformations and Their Effect on Learning Functions. PPSN 2000 : 99-108

8 Hillol Kargupta, Joydeep Ghosh , Vipin Kumar , Zoran Obradovic : Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explorations 2 (2): 108-109 (2000)

7 Erik L. Johnson , Hillol Kargupta: Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. Large-Scale Parallel Data Mining 1999 : 221-244

6 Hillol Kargupta, Sanghamitra Bandyopadhyay : Further Experimentations on the Scalability of the GEMGA. PPSN 1998 : 315-324

5 Hillol Kargupta, Ilker Hamzaoglu , Brian Stafford : Scalable, Distributed Data Mining - An Agent Architecture. KDD 1997 : 211-214

4 Hillol Kargupta: The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. International Conference on Evolutionary Computation 1996 : 631-636

3 Hillol Kargupta, David E. Goldberg : Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. International Conference on Evolutionary Computation 1996 : 792-797

2 Hillol Kargupta: The Gene Expression Messy Genetic Algorithm. International Conference on Evolutionary Computation 1996 : 814-819

1 Hillol Kargupta, Kalyanmoy Deb , David E. Goldberg : Ordering Genetic Algorithms and Deception. PPSN 1992 : 49-58




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