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NIPS
2008
15 years 7 days ago
Multi-label Multiple Kernel Learning
We present a multi-label multiple kernel learning (MKL) formulation in which the data are embedded into a low-dimensional space directed by the instancelabel correlations encoded ...
Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye
AAAI
2006
15 years 7 days ago
Temporal Preference Optimization as Weighted Constraint Satisfaction
We present a new efficient algorithm for obtaining utilitarian optimal solutions to Disjunctive Temporal Problems with Preferences (DTPPs). The previous state-of-the-art system ac...
Michael D. Moffitt, Martha E. Pollack
NIPS
2003
15 years 5 days ago
ICA-based Clustering of Genes from Microarray Expression Data
We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...
Su-In Lee, Serafim Batzoglou
SCM
2003
15 years 5 days ago
Integrating Software Construction and Software Deployment
Classically, software deployment is a process consisting of building the software, packaging it for distribution, and installing it at the target site. This approach has two proble...
Eelco Dolstra
ACL
1998
15 years 5 days ago
The Berkeley FrameNet Project
FrameNet is a three-year NSF-supported project in corpus-based computational lexicography, now in its second year NSF IRI-9618838, Tools for Lexicon Building". The project�...
Collin F. Baker, Charles J. Fillmore, John B. Lowe