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EWCBR
1993
Springer
15 years 10 months ago
Knowledge Engineering Requirements in Derivational Analogy
A major advantage in using a case-based approach to developing knowledge-based systems is that it can be applied to problems where a strong domain theory may be difficult to determ...
Padraig Cunningham, Donal Finn, Seán Slatte...
JBI
2007
120views Bioinformatics» more  JBI 2007»
15 years 6 months ago
Measures of semantic similarity and relatedness in the biomedical domain
Measures of semantic similarity between concepts are widely used in Natural Language Processing. In this article, we show how six existing domain-independent measures can be adapt...
Ted Pedersen, Serguei V. S. Pakhomov, Siddharth Pa...
ICCBR
2003
Springer
15 years 11 months ago
Soft Interchangeability for Case Adaptation
In [1] we propose interchangeability based algorithms as methods for solving the case adaptation for the domain of problems which can be expressed as Constraint Satisfaction Proble...
Nicoleta Neagu, Boi Faltings
150
Voted
RAS
2010
131views more  RAS 2010»
15 years 4 months ago
Probabilistic Policy Reuse for inter-task transfer learning
Policy Reuse is a reinforcement learning technique that efficiently learns a new policy by using past similar learned policies. The Policy Reuse learner improves its exploration b...
Fernando Fernández, Javier García, M...
ICML
2010
IEEE
15 years 7 months ago
Learning Deep Boltzmann Machines using Adaptive MCMC
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
Ruslan Salakhutdinov