Olvi L. Mangasarian

O. L. Mangasarian

	2009
41		Olvi L. Mangasarian, Edward W. Wild, Glenn Fung: Proximal Knowledge-based Classification. Statistical Analysis and Data Mining 1(4): 215-222 (2009)
	2008
40		Olvi L. Mangasarian, Edward W. Wild: Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels. DMIN 2008: 473-479
39		Olvi L. Mangasarian, Edward W. Wild: Nonlinear Knowledge-Based Classification. IEEE Transactions on Neural Networks 19(10): 1826-1832 (2008)
38		Olvi L. Mangasarian, Edward W. Wild, Glenn Fung: Privacy-preserving classification of vertically partitioned data via random kernels. TKDD 2(3): (2008)
	2007
37		Olvi L. Mangasarian, Gang Kou: Feature Selection for Nonlinear Kernel Support Vector Machines. ICDM Workshops 2007: 231-236
36		Olvi L. Mangasarian, Edward W. Wild: Nonlinear Knowledge in Kernel Approximation. IEEE Transactions on Neural Networks 18(1): 300-306 (2007)
35		O. L. Mangasarian: Absolute value equation solution via concave minimization. Optimization Letters 1(1): 3-8 (2007)
	2006
34		Olvi L. Mangasarian, Edward W. Wild: Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues. IEEE Trans. Pattern Anal. Mach. Intell. 28(1): 69-74 (2006)
33		Olvi L. Mangasarian: Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization. Journal of Machine Learning Research 7: 1517-1530 (2006)
	2005
32		Glenn Fung, Olvi L. Mangasarian: Multicategory Proximal Support Vector Machine Classifiers. Machine Learning 59(1-2): 77-97 (2005)
	2004
31		Olvi L. Mangasarian, Jude W. Shavlik, Edward W. Wild: Knowledge-Based Kernel Approximation. Journal of Machine Learning Research 5: 1127-1141 (2004)
	2003
30		Glenn Fung, Olvi L. Mangasarian, Jude W. Shavlik: Knowledge-Based Nonlinear Kernel Classifiers. COLT 2003: 102-113
29		Glenn Fung, Olvi L. Mangasarian: Finite Newton method for Lagrangian support vector machine classification. Neurocomputing 55(1-2): 39-55 (2003)
	2002
28		Glenn Fung, Olvi L. Mangasarian, Jude W. Shavlik: Knowledge-Based Support Vector Machine Classifiers. NIPS 2002: 521-528
27		Glenn Fung, Olvi L. Mangasarian: Incremental Support Vector Machine Classification. SDM 2002
26		Glenn Fung, Olvi L. Mangasarian, Alex J. Smola: Minimal Kernel Classifiers. Journal of Machine Learning Research 3: 303-321 (2002)
25		Olvi L. Mangasarian, David R. Musicant: Large Scale Kernel Regression via Linear Programming. Machine Learning 46(1-3): 255-269 (2002)
	2001
24		Glenn Fung, Olvi L. Mangasarian: Proximal support vector machine classifiers. KDD 2001: 77-86
23		Olvi L. Mangasarian: Data Mining via Support Vector Machines. System Modelling and Optimization 2001: 91-112
22		Olvi L. Mangasarian, David R. Musicant: Lagrangian Support Vector Machines. Journal of Machine Learning Research 1: 161-177 (2001)
	2000
21		Glenn Fung, Olvi L. Mangasarian: Data selection for support vector machine classifiers. KDD 2000: 64-70
20		Olvi L. Mangasarian, David R. Musicant: Active Support Vector Machine Classification. NIPS 2000: 577-583
19		Olvi L. Mangasarian, David R. Musicant: Robust Linear and Support Vector Regression. IEEE Trans. Pattern Anal. Mach. Intell. 22(9): 950-955 (2000)
	1999
18		Olvi L. Mangasarian, David R. Musicant: Successive overrelaxation for support vector machines. IEEE Transactions on Neural Networks 10(5): 1032-1037 (1999)
17		Paul S. Bradley, Usama M. Fayyad, Olvi L. Mangasarian: Mathematical Programming for Data Mining: Formulations and Challenges. INFORMS Journal on Computing 11(3): 217-238 (1999)
16		O. L. Mangasarian: Arbitrary-norm separating plane. Oper. Res. Lett. 24(1-2): 15-23 (1999)
	1998
15		Paul S. Bradley, Olvi L. Mangasarian: Feature Selection via Concave Minimization and Support Vector Machines. ICML 1998: 82-90
14		Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street: Feature Selection via Mathematical Programming. INFORMS Journal on Computing 10(2): 209-217 (1998)
13		Olvi L. Mangasarian: Error bounds for nondifferentiable convex inequalities under a strong Slater constraint qualification. Math. Program. 83: 187-194 (1998)
	1997
12		Olvi L. Mangasarian: Mathematical Programming in Data Mining. Data Min. Knowl. Discov. 1(2): 183-201 (1997)
	1996
11		Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street: Clustering via Concave Minimization. NIPS 1996: 368-374
10		Chunhui Chen, Olvi L. Mangasarian: Hybrid misclassification minimization. Adv. Comput. Math. 5(1): 127-136 (1996)
	1995
9		W. Nick Street, Olvi L. Mangasarian, W. H. Wolberg: An Inductive Learning Approach to Prognostic Prediction. ICML 1995: 522-530
8		Chunhui Chen, Olvi L. Mangasarian: Smoothing methods for convex inequalities and linear complementarity problems. Math. Program. 71: 51-69 (1995)
	1994
7		Olvi L. Mangasarian, J. Ren: New improved error bounds for the linear complementarity problem. Math. Program. 66: 241-255 (1994)
	1993
6		Olvi L. Mangasarian, Mikhail V. Solodov: Backpropagation Convergence via Deterministic Nonmonotone Perturbed Minimization. NIPS 1993: 383-390
5		O. L. Mangasarian: Mathematical Programming in Neural Networks. INFORMS Journal on Computing 5(4): 349-360 (1993)
4		Olvi L. Mangasarian, Mikhail V. Solodov: Nonlinear complementarity as unconstrained and constrained minimization. Math. Program. 62: 277-297 (1993)
	1992
3		Michael C. Ferris, Olvi L. Mangasarian: Minimum principle sufficiency. Math. Program. 57: 1-14 (1992)
	1990
2		Olvi L. Mangasarian: Error Bounds for Nondegenerate Monotone Linear Complementarity Problems. Math. Program. 48: 437-445 (1990)
	1984
1		Olvi L. Mangasarian: Sparsity-preserving sor algorithms for separable quadratic and linear programming. Computers & OR 11(2): 105-112 (1984)

Coauthor Index

1	Paul S. Bradley	[11] [14] [15] [17]
2	Chunhui Chen	[8] [10]
3	Usama M. Fayyad	[17]
4	Michael C. Ferris	[3]
5	Glenn Fung	[21] [24] [26] [27] [28] [29] [30] [32] [38] [41]
6	Gang Kou	[37]
7	David R. Musicant	[18] [19] [20] [22] [25]
8	J. Ren	[7]
9	Jude W. Shavlik	[28] [30] [31]
10	Alexander J. Smola (Alex J. Smola)	[26]
11	Mikhail V. Solodov	[4] [6]
12	W. Nick Street	[9] [11] [14]
13	Edward W. Wild	[31] [34] [36] [38] [39] [40] [41]
14	W. H. Wolberg	[9]

Colors in the list of coauthors