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ICANN
2009
Springer
16 years 18 days ago
Using Kernel Basis with Relevance Vector Machine for Feature Selection
This paper presents an application of multiple kernels like Kernel Basis to the Relevance Vector Machine algorithm. The framework of kernel machines has been a source of many works...
Frederic Suard, David Mercier
ICCBR
2009
Springer
16 years 17 days ago
A Value Supplementation Method for Case Bases with Incomplete Information
Abstract. In this paper we present a method for supplementing incomplete cases with information from other cases within a case base. The acquisition of complete and correct cases i...
Kerstin Bach, Meike Reichle, Klaus-Dieter Althoff
ICCBR
2009
Springer
16 years 17 days ago
Conceptual Neighborhoods for Retrieval in Case-Based Reasoning
Abstract. We present a case-based reasoning technique based on conceptual neighborhoods of cases. The system applies domain knowledge to the case retrieval process in the form of r...
Ben G. Weber, Michael Mateas
IWANN
2009
Springer
16 years 17 days ago
Optimising Machine-Learning-Based Fault Prediction in Foundry Production
Abstract. Microshrinkages are known as probably the most difficult defects to avoid in high-precision foundry. The presence of this failure renders the casting invalid, with the su...
Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo...
TARK
2009
Springer
16 years 17 days ago
A computational theory of awareness and decision making
We exhibit a new computational-based definition of awareness, informally that our level of unawareness of an object is the amount of time needed to generate that object within a ...
Nikhil R. Devanur, Lance Fortnow