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» Revisiting the IDEA Philosophy
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DIS
2010
Springer
13 years 7 months ago
Speeding Up and Boosting Diverse Density Learning
Abstract. In multi-instance learning, each example is described by a bag of instances instead of a single feature vector. In this paper, we revisit the idea of performing multi-ins...
James R. Foulds, Eibe Frank
IDEAS
2005
IEEE
124views Database» more  IDEAS 2005»
14 years 2 months ago
Flexible Update Management in Peer-to-Peer Database Systems
Promising the combination of dynamic configuration, scalability and redundancy, peer-to-peer (P2P) networks have garnered tremendous interest lately. Before long, this interest ex...
David Del Vecchio, Sang Hyuk Son
UAI
1996
13 years 10 months ago
A Qualitative Markov Assumption and Its Implications for Belief Change
The study of belief change has been an active area in philosophy and AI. In recent years, two special cases of belief change, belief revision and belief update, have been studied ...
Nir Friedman, Joseph Y. Halpern
RAID
2007
Springer
14 years 2 months ago
Understanding Precision in Host Based Intrusion Detection
Abstract. Many host-based anomaly detection systems monitor process execution at the granularity of system calls. Other recently proposed schemes instead verify the destinations of...
Monirul I. Sharif, Kapil Singh, Jonathon T. Giffin...
DSN
2002
IEEE
14 years 1 months ago
Reducing Recovery Time in a Small Recursively Restartable System
We present ideas on how to structure software systems for high availability by considering MTTR/MTTF characteristics of components in addition to the traditional criteria, such as...
George Candea, James Cutler, Armando Fox, Rushabh ...