Dennis DeCoste

2006
18	EE	Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh: Ensembles of Nearest Neighbor Forecasts. ECML 2006: 545-556
17	EE	Dennis DeCoste: Collaborative prediction using ensembles of Maximum Margin Matrix Factorizations. ICML 2006: 249-256
16	EE	Seung-Taek Park, David Pennock, Omid Madani, Nathan Good, Dennis DeCoste: Naïve filterbots for robust cold-start recommendations. KDD 2006: 699-705
15	EE	Michael C. Burl, Dennis DeCoste, Brian L. Enke, Dominic Mazzoni, William J. Merline, Lucas Scharenbroich: Automated Knowledge Discovery from Simulators. SDM 2006
14	EE	S. Sathiya Keerthi, Olivier Chapelle, Dennis DeCoste: Building Support Vector Machines with Reduced Classifier Complexity. Journal of Machine Learning Research 7: 1493-1515 (2006)
2005
13	EE	S. Sathiya Keerthi, Dennis DeCoste: A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs. Journal of Machine Learning Research 6: 341-361 (2005)
2003
12		Dennis DeCoste, Dominic Mazzoni: Fast Query-Optimized Kernel Machine Classification Via Incremental Approximate Nearest Support Vectors. ICML 2003: 115-122
11	EE	Thomas Strohmann, Andrei Belitski, Gregory Z. Grudic, Dennis DeCoste: Sparse Greedy Minimax Probability Machine Classification. NIPS 2003
10	EE	Dennis DeCoste: Anytime Query-Tuned Kernel Machines via Cholesky Factorization. SDM 2003
2002
9		Dennis DeCoste: Anytime Interval-Valued Outputs for Kernel Machines: Fast Support Vector Machine Classification via Distance Geometry. ICML 2002: 99-106
8		Dennis DeCoste, Bernhard Schölkopf: Training Invariant Support Vector Machines. Machine Learning 46(1-3): 161-190 (2002)
2000
7	EE	Dennis DeCoste, Kiri Wagstaff: Alpha seeding for support vector machines. KDD 2000: 345-349
1997
6		Dennis DeCoste: The Future of Chess-Playing Technologies and the Significance of Kasparov Versus deep Blue. Deep Blue Versus Kasparov: The Significance for Artificial Intelligence 1997: 9-13
5		Dennis DeCoste: Mining Multivariate Time-Series Sensor Data to Discover Behavior Envelopes. KDD 1997: 151-154
4		Steve A. Chien, Dennis DeCoste, Richard J. Doyle, Paul E. Stolorz: Making an Impact: Artificial Intelligence at the Jet Propulsion Laboratory. AI Magazine 18(1): 103-122 (1997)
1991
3		John W. Collins, Dennis DeCoste: CATMS: An ATMS Which Avoids Label Explosions. AAAI 1991: 281-287
2		Dennis DeCoste: Dynamic Across-Time Measurement Interpretation. Artif. Intell. 51(1-3): 273-341 (1991)
1990
1		Dennis DeCoste: Dynamic Acioss-Time Measurement Interpretation. AAAI 1990: 373-379

Coauthor Index

1	Andrei Belitski	[11]
2	Michael C. Burl	[15]
3	Olivier Chapelle	[14]
4	Steve A. Chien	[4]
5	John W. Collins	[3]
6	Richard J. Doyle	[4]
7	Brian L. Enke	[15]
8	Nathaniel Good (Nathan Good)	[16]
9	Gregory Z. Grudic	[11]
10	S. Sathiya Keerthi	[13] [14]
11	Eamonn J. Keogh	[18]
12	Omid Madani	[16]
13	Dominic Mazzoni	[12] [15]
14	William J. Merline	[15]
15	Seung-Taek Park	[16]
16	David M. Pennock (David Pennock)	[16]
17	Lucas Scharenbroich	[15]
18	Bernhard Schölkopf	[8]
19	Paul E. Stolorz	[4]
20	Thomas Strohmann	[11]
21	Kiri Wagstaff	[7]
22	Dragomir Yankov	[18]

Colors in the list of coauthors