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AUSAI
2004
Springer
15 years 12 months ago
A Bayesian Metric for Evaluating Machine Learning Algorithms
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
Lucas R. Hope, Kevin B. Korb
ECOOP
2004
Springer
15 years 12 months ago
Transactional Monitors for Concurrent Objects
Transactional monitors are proposed as an alternative to monitors based on mutualexclusion synchronization for object-oriented programming languages. Transactional monitors have e...
Adam Welc, Suresh Jagannathan, Antony L. Hosking
FPGA
2004
ACM
174views FPGA» more  FPGA 2004»
15 years 12 months ago
A compiled accelerator for biological cell signaling simulations
The simulation of large systems of biochemical reactions is a key part of research into molecular signaling and information processing in biological cells. However, it can be impr...
John F. Keane, Christopher Bradley, Carl Ebeling
HIPC
2004
Springer
15 years 12 months ago
Autonomic Storage System Based on Automatic Learning
In this paper, we present a system capable of improving the I/O performance in an automatic way. This system is able to learn the behavior of the applications running on top and ...
Francisco Hidrobo, Toni Cortes
ICCBR
2003
Springer
15 years 11 months ago
Case-Based Ranking for Decision Support Systems
Abstract. Very often a planning problem can be formulated as a ranking problem: i.e. to find an order relation over a set of alternatives. The ranking of a finite set of alternat...
Paolo Avesani, Sara Ferrari, Angelo Susi