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» Experimenting with Nonmonotonic Reasoning
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ICLP
1992
Springer
15 years 5 months ago
Weighted Decision Trees
: Whiledecision tree compilationis a promisingway tocarry out guard tests e ciently, the methods given in the literature do not take into account either the execution characteristi...
Saumya K. Debray, Sampath Kannan, Mukul Paithane
90
Voted
EWCBR
2006
Springer
15 years 4 months ago
Case-Based Sequential Ordering of Songs for Playlist Recommendation
Abstract. We present a CBR approach to musical playlist recommendation. A good playlist is not merely a bunch of songs, but a selected collection of songs, arranged in a meaningful...
Claudio Baccigalupo, Enric Plaza
ILP
2000
Springer
15 years 4 months ago
Learning First Order Logic Time Series Classifiers
A method for learning multivariate time series classifiers by inductive logic programming is presented. Two types of background predicate that are suited for this task are introduc...
Juan José Rodríguez, Carlos J. Alons...
120
Voted
ICLP
2010
Springer
15 years 4 months ago
Improving the Efficiency of Gibbs Sampling for Probabilistic Logical Models by Means of Program Specialization
Abstract. There is currently a large interest in probabilistic logical models. A popular algorithm for approximate probabilistic inference with such models is Gibbs sampling. From ...
Daan Fierens
ATAL
2005
Springer
15 years 3 months ago
Observation-based proactive communication in team cooperation
Observation and communication are important aspects of agent teamwork. We employ the agent’s observability as the major means for individual agents to reason about the environme...
Yu Zhang, Richard A. Volz, Thomas R. Ioerger