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» Automatic Ordering of Subgoals - A Machine Learning Approach
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PAKDD
2005
ACM
128views Data Mining» more  PAKDD 2005»
14 years 1 months ago
A Framework for Incorporating Class Priors into Discriminative Classification
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...
Rong Jin, Yi Liu
COLT
2004
Springer
14 years 1 months ago
A Statistical Mechanics Analysis of Gram Matrix Eigenvalue Spectra
Abstract. The Gram matrix plays a central role in many kernel methods. Knowledge about the distribution of eigenvalues of the Gram matrix is useful for developing appropriate model...
David C. Hoyle, Magnus Rattray
ITS
2004
Springer
95views Multimedia» more  ITS 2004»
14 years 1 months ago
The Role of Domain Ontology in Knowledge Acquisition for ITSs
Abstract. There have been several attempts to automate knowledge acquisition for ITSs that teach procedural tasks. The goal of our project is to automate the acquisition of domain ...
Pramuditha Suraweera, Antonija Mitrovic, Brent Mar...
EVOW
2010
Springer
13 years 11 months ago
Improving Multi-Relief for Detecting Specificity Residues from Multiple Sequence Alignments
A challenging problem in bioinformatics is the detection of residues that account for protein function specificity, not only in order to gain deeper insight in the nature of functi...
Elena Marchiori
AIM
2004
13 years 7 months ago
An AI Planning-based Tool for Scheduling Satellite Nominal Operations
Satellite domains are becoming a fashionable area of research within the AI community due to the complexity of the problems that these domains need to solve. With the current US a...
María Dolores Rodríguez-Moreno, Dani...