Hillol Kargupta
机构: Professor of Computer Science & Electrical Engineering, University of Maryland, Baltimore County
每年引用次数
引用次数
引用: 11,436
H-指数: 52
I10-指数 : 111
出版物: 212
Learning Bayesian Network Structure from Distributed Data.
Krishnamoorthy Sivakumar , H. Khargupta , Rong Chen
siam international conference on data mining 284 -288
31
2003
VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring.
Hillol Kargupta , Kun Liu , Mitesh Vasa , Ruchita Bhargava
siam international conference on data mining 300 -311
156
2004
PADMINI: A PEER-TO-PEER DISTRIBUTED ASTRONOMY DATA MINING SYSTEM AND A CASE STUDY
Hillol Kargupta , Sandipan Dey , Kirk D. Borne , Sugandha Arora
CIDU 243 -257
4
2010
Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems.
Kanishka Bhaduri , Hillol Kargupta , Ran Wolff
siam international conference on data mining 430 -441
36
2006
Ordering Genetic Algorithms and Deception.
Hillol Kargupta , David E. Goldberg , Kalyanmoy Deb
parallel problem solving from nature 49 -58
102
1992
System Identification with Evolving Polynomial Networks.
Robert E. Smith , Hillol Kargupta
ICGA 370 -376
33
1991
Computation in genetic code-like transformations
Hillol Kargupta
genetic and evolutionary computation conference 937 -937
1
2000
Information Transmission in Genetic Algorithm and Shannon's Second Theorem
Hillol Kargupta
international conference on genetic algorithms 640
9
1993
A Random Matrix-Based Approach for Dependency Detection from Data Streams.
Hillol Kargupta , Krishnamoorthy Sivakumar , Samiran Ghosh
DMKD
4
2002
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.
Hillol Kargupta , Haimonti Dutta , Kirk D. Borne , Chris Giannella
siam international conference on data mining 473 -478
140
2007
An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks.
Kanishka Bhaduri , Hillol Kargupta
siam international conference on data mining 153 -164
16
2008
K-Means Clustering Over a Large, Dynamic Network.
Hillol Kargupta , Souptik Datta , Chris Giannella
siam international conference on data mining 153 -164
107
2006
Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis.
Hillol Kargupta , Byung-Hoon Park
DMKD
12
2002
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
Kanishka Bhaduri , Hillol Kargupta , Kamalika Das , Kirk D. Borne
siam international conference on data mining 247 -258
12
2009
A Resampling Technique for Learning the Fourier Spectrum of Skewed Data.
Hillol Kargupta , Rajeev Ayyagari
DMKD
2002
Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms
Hillol Kargupta
international conference on genetic algorithms 193 -200
15
1995
A Striking Property of Genetic Code-like Transformations
Hillol Kargupta
Complex Systems 13
34
2001
Data Mining: Next Generation Challenges and Future Directions
Hillol Kargupta , Anupam Joshi , Krishnamoorthy Sivakumar , Yelena Yesha
AAAI Press
140
2004
From DNA to protein: Transformations and their possible role in linkage learning
Hillol Kargupta , Brian Stafford
international conference on genetic algorithms 409 -417
5
1997
The Distributed Data-Mining Worksho
Hillol Kargupta , Philip Chan
Ai Magazine 20 ( 1) 126
2
1999