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» Megamaps: Construction and Examples
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SOMET
2007
13 years 8 months ago
Automated Design Improvement by Example
The high cost of software maintenance could potentially be reduced by automatically improving the design of object-oriented programs without altering their behaviour. We have const...
Mark O'Keeffe, Mel Ó Cinnéide
JMLR
2010
124views more  JMLR 2010»
13 years 2 months ago
Multiclass-Multilabel Classification with More Classes than Examples
We discuss multiclass-multilabel classification problems in which the set of classes is extremely large. Most existing multiclass-multilabel learning algorithms expect to observe ...
Ofer Dekel, Ohad Shamir
CONSTRAINTS
2004
116views more  CONSTRAINTS 2004»
13 years 7 months ago
Decision Tradeoff Using Example-Critiquing and Constraint Programming
We consider constructive preference elicitation for decision aid systems in applications such as configuration or electronic catalogs. We are particularly interested in supporting ...
Pearl Pu, Boi Faltings
BMCBI
2006
120views more  BMCBI 2006»
13 years 7 months ago
Integrating protein structures and precomputed genealogies in the Magnum database: Examples with cellular retinoid binding prote
Background: When accurate models for the divergent evolution of protein sequences are integrated with complementary biological information, such as folded protein structures, anal...
Michael E. Bradley, Steven A. Benner
ML
1998
ACM
131views Machine Learning» more  ML 1998»
13 years 7 months ago
Learning from Examples and Membership Queries with Structured Determinations
It is well known that prior knowledge or bias can speed up learning, at least in theory. It has proved di cult to make constructive use of prior knowledge, so that approximately c...
Prasad Tadepalli, Stuart J. Russell