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ICML
2002
IEEE
16 years 4 months ago
On generalization bounds, projection profile, and margin distribution
We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
Ashutosh Garg, Sariel Har-Peled, Dan Roth
CASES
2000
ACM
15 years 8 months ago
PROMPT: a mapping environment for telecom applications on "system-on-a-chip"
Increasing of computation needs and improving of processor integration make the mapping of embedded real-time applications more and more expensive. PROMPT [1] provides a new appro...
Michel Barreteau, Juliette Mattioli, Thierry Grand...
DLOG
2007
15 years 6 months ago
Automated Evaluation of Description Logic Reasoning Systems
Abstract. The DL implementation group (DIG) has specified a common interface for description logic reasoner. While the original intention was to make it easier for other tools to ...
Sebastian Wandelt
FLAIRS
2006
15 years 5 months ago
Explicating Semantic Relations in Non-Monotonic Theories to Facilitate Validation Analysis
The inherent vagueness and ambiguity of non-monotonic reasoning makes it impossible to formulate detailed specifications to validate KBS performance by using traditional test-case...
Neli Zlatareva
EWCBR
2004
Springer
15 years 9 months ago
Software Design Retrieval Using Bayesian Networks and WordNet
The complexity of software systems makes design reuse a necessary task in the software development process. CASE tools can provide cognitive assistance in this task, helping the so...
Paulo Gomes