2512 search results - page 159 / 503 » Learning from Highly Structured Data by Decomposition |
82
Voted
IJAR
2006
14 years 10 months ago
2006
Probabilistic decision graphs (PDGs) are a representation language for probability distributions based on binary decision diagrams. PDGs can encode (context-specific) independence...
EMNLP
2007
14 years 11 months ago
2007
In Sequential Viterbi Models, such as HMMs, MEMMs, and Linear Chain CRFs, the type of patterns over output sequences that can be learned by the model depend directly on the modelā...
PAM
2007
Springer
15 years 4 months ago
2007
Springer
Cross-traffic data rate over the tight link of a path can be estimated using different active probing packet dispersion techniques. Many of these techniques send large amounts of p...
79
Voted
ICDM
2003
IEEE
15 years 3 months ago
2003
IEEE
In this paper we study the problem of classifying chemical compound datasets. We present a sub-structure-based classiļ¬cation algorithm that decouples the sub-structure discovery...
101
Voted
ICC
2007
IEEE
15 years 4 months ago
2007
IEEE
ā Network Intrusion Detection Systems (NIDS) are more and more important for identifying and preventing the malicious attacks over the network. This paper proposes a novel cost-e...