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JMLR
2006
108views more  JMLR 2006»
15 years 5 months ago
The Interplay of Optimization and Machine Learning Research
The fields of machine learning and mathematical programming are increasingly intertwined. Optimization problems lie at the heart of most machine learning approaches. The Special T...
Kristin P. Bennett, Emilio Parrado-Hernánde...
CVPR
2007
IEEE
16 years 7 months ago
The Hierarchical Isometric Self-Organizing Map for Manifold Representation
We present an algorithm, Hierarchical ISOmetric SelfOrganizing Map (H-ISOSOM), for a concise, organized manifold representation of complex, non-linear, large scale, high-dimension...
Haiying Guan, Matthew Turk
SIGMOD
2006
ACM
214views Database» more  SIGMOD 2006»
16 years 5 months ago
aAqua: a database-backended multilingual, multimedia community forum
aAQUA is an online multilingual, multimedia Agricultural portal for disseminating information from and to rural communities. It answers farmers' queries based on the location...
Krithi Ramamritham, Anil Bahuman, Subhasri Duttagu...
IPTPS
2005
Springer
15 years 11 months ago
OverCite: A Cooperative Digital Research Library
CiteSeer is a well-known online resource for the computer science research community, allowing users to search and browse a large archive of research papers. Unfortunately, its cu...
Jeremy Stribling, Isaac G. Councill, Jinyang Li, M...
DSML
2008
107views Formal Methods» more  DSML 2008»
15 years 6 months ago
How Web 2.0 can Leverage Model Engineering in Practice
: Today's online model repositories offer to download and view the textual specifications of e.g. metamodels and models in the browser. For users, in order to efficiently sear...
Manuel Wimmer, Andrea Schauerhuber, Michael Stromm...