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» Instance-Based Prediction with Guaranteed Confidence
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ECAI
2004
Springer
13 years 8 months ago
Instance-Based Prediction with Guaranteed Confidence
Instance-based learning (IBL) algorithms have proved to be successful in many applications. However, as opposed to standard statistical methods, a prediction in IBL is usually give...
Eyke Hüllermeier
ISOLA
2010
Springer
13 years 2 months ago
Design Choices for High-Confidence Distributed Real-Time Software
Safety-critical distributed real-time systems, such as networked medical devices, must operate according to their specification, because incorrect behaviour can have fatal conseque...
Sebastian Fischmeister, Akramul Azim
CSMR
2010
IEEE
12 years 12 months ago
Does the Past Say It All? Using History to Predict Change Sets in a CMDB
To avoid unnecessary maintenance costs in large IT systems resulting from poorly planned changes, it is essential to manage and control changes to the system and to verify that all...
Sarah Nadi, Richard C. Holt, Serge Mankovski
TON
2010
161views more  TON 2010»
12 years 11 months ago
Investigating Self-Similarity and Heavy-Tailed Distributions on a Large-Scale Experimental Facility
Abstract--After the seminal work by Taqqu et al. relating selfsimilarity to heavy-tailed distributions, a number of research articles verified that aggregated Internet traffic time...
Patrick Loiseau, Paulo Gonçalves, Guillaume...
VLDB
2007
ACM
166views Database» more  VLDB 2007»
14 years 5 months ago
Supporting Time-Constrained SQL Queries in Oracle
The growing nature of databases, and the flexibility inherent in the SQL query language that allows arbitrarily complex formulations, can result in queries that take inordinate am...
Ying Hu, Seema Sundara, Jagannathan Srinivasan