Krishnamoorthy Sivakumar

	2009
28		Chuan Zhao, Krishnamoorthy Sivakumar: A Graph-based Similarity Metric and Validity Indices for Clustering Non-numeric and Unstructured Data. DMIN 2009: 531-537
	2008
27		Ying Zhu, Taikun Cheng, Krishnamoorthy Sivakumar, Benjamin Belzer: Markov Random Field Detection on Two-Dimensional Intersymbol Interference Channels. IEEE Transactions on Signal Processing 56(7-1): 2639-2648 (2008)
	2007
26		Taikun Cheng, Krishnamoorthy Sivakumar, Benjamin Belzer: Serially Concatenated IRA Codes CoRR abs/0709.4466: (2007)
	2006
25		Jianjie Ma, Krishnamoorthy Sivakumar: Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data. DMIN 2006: 246-252
24		Ying Zhu, Taikun Cheng, Krishnamoorthy Sivakumar, Benjamin Belzer: Detection of Markov Random Fields on Two-Dimensional Intersymbol Interference Channels CoRR abs/cs/0609155: (2006)
	2005
23		Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: Random-data perturbation techniques and privacy-preserving data mining. Knowl. Inf. Syst. 7(4): 387-414 (2005)
	2004
22		Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta: Privacy-Sensitive Bayesian Network Parameter Learning. ICDM 2004: 487-490
21		R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Collective Mining of Bayesian Networks from Distributed Heterogeneous Data. Knowl. Inf. Syst. 6(2): 164-187 (2004)
	2003
20		Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM 2003: 99-106
19		R. Chen, Krishnamoorthy Sivakumar, H. Khargupta: Learning Bayesian Network Structure from Distributed Data. SDM 2003
18		Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar: Analysis of privacy preserving random perturbation techniques: further explorations. WPES 2003: 31-38
	2002
17		Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: A Random Matrix-Based Approach for Dependency Detection from Data Streams. DMKD 2002
16		R. Chen, Krishnamoorthy Sivakumar: A New Algorithm for Learning Parameters of a Bayesian Network from Distributed Data. ICDM 2002: 585-588
15		Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: Dependency Detection in MobiMine and Random Matrices. PKDD 2002: 250-262
	2001
14		R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. ICDM 2001: 75-82
13		Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson: Distributed Clustering Using Collective Principal Component Analysis. Knowl. Inf. Syst. 3(4): 422-448 (2001)
12		Krishnamoorthy Sivakumar, Yoganand Balagurunathan, Edward R. Dougherty: Asymptotic joint normality of the granulometric moments. Pattern Recognition Letters 22(14): 1537-1543 (2001)
	2000
11		Krishnamoorthy Sivakumar, John Goutsias: A Morphological Estimator for Clique Potentials of Binary Markov Random Fields. ICIP 2000
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		Krishnamoorthy Sivakumar, M. J. Patel, Nasser D. Kehtarnavaz, Yoganand Balagurunathan, Edward R. Dougherty: A Constant-time Algorithm for Erosions/Dilations with Applications to Morphological Texture Feature Computation. Real-Time Imaging 6(3): 223-239 (2000)
	1999
8		Edward R. Dougherty, Michael L. Bittner, Yidong Chen, Seungchan Kim, Krishnamoorthy Sivakumar, Junior Barrera, Paul S. Meltzer, Jeffrey M. Trent: Nonlinear filters in genomic control. NSIP 1999: 10-14
7		Krishnamoorthy Sivakumar, John Goutsias: Morphologically Constrained GRFs: Applications to Texture Synthesis and Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 21(2): 99-113 (1999)
	1998
6		S. Baeg, A. T. Popov, V. G. Kamat, Sinan Batman, Krishnamoorthy Sivakumar, Nasser D. Kehtarnavaz, Edward R. Dougherty, R. B. Shah: Segmentation of Mammograms into Distinct Morphological Texture Regions. CBMS 1998: 20-25
5		Krishnamoorthy Sivakumar, John Goutsias: Map Estimation of a Class of Morphologically Constrained Gibbs Random Fields. ICIP (2) 1998: 74-78
	1997
4		Krishnamoorthy Sivakumar, John Goutsias: Morphologically Constrained Gibbs Random Fields. ICIP (2) 1997: 851-854
	1996
3		Krishnamoorthy Sivakumar, John K. Goutsias: Binary random fields, random closed sets, and morphological sampling. IEEE Transactions on Image Processing 5(6): 899-912 (1996)
	1995
2		Krishnamoorthy Sivakumar, John Goutsias: On the morphological analysis of binary random fields. ICIP 1995: 514-517
1		John K. Goutsias, Henk J. A. M. Heijmans, Krishnamoorthy Sivakumar: Morphological Operators for Image Sequences. Computer Vision and Image Understanding 62(3): 326-346 (1995)

Coauthor Index

1	S. Baeg	[6]
2	Yoganand Balagurunathan	[9] [12]
3	Junior Barrera	[8]
4	Sinan Batman	[6]
5	Benjamin Belzer	[24] [26] [27]
6	Michael L. Bittner	[8]
7	R. Chen	[14] [16] [19] [21]
8	Yidong Chen	[8]
9	Taikun Cheng	[24] [26] [27]
10	Souptik Datta	[18] [20] [23]
11	Edward R. Dougherty	[6] [8] [9] [12]
12	Haimonti Dutta	[18]
13	Samiran Ghosh	[15] [17]
14	John K. Goutsias (John Goutsias)	[1] [2] [3] [4] [5] [7] [11]
15	Henk J. A. M. Heijmans	[1]
16	Weiyun Huang	[10] [13]
17	Erik L. Johnson	[13]
18	V. G. Kamat	[6]
19	Hillol Kargupta	[10] [13] [14] [15] [17] [18] [20] [21] [22] [23]
20	Nasser D. Kehtarnavaz	[6] [9]
21	H. Khargupta	[19]
22	Seungchan Kim	[8]
23	Jianjie Ma	[25]
24	Paul S. Meltzer	[8]
25	Da Meng	[22]
26	Byung-Hoon Park	[10]
27	M. J. Patel	[9]
28	A. T. Popov	[6]
29	R. B. Shah	[6]
30	Jeffrey M. Trent	[8]
31	Qi Wang	[20] [23]
32	Shuren Wang	[10]
33	Chuan Zhao	[28]
34	Ying Zhu	[24] [27]

Colors in the list of coauthors