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ICML
2010
IEEE
15 years 6 months ago
Fast Neighborhood Subgraph Pairwise Distance Kernel
We introduce a novel graph kernel called the Neighborhood Subgraph Pairwise Distance Kernel. The kernel decomposes a graph into all pairs of neighborhood subgraphs of small radius...
Fabrizio Costa, Kurt De Grave
ICML
2010
IEEE
15 years 6 months ago
On learning with kernels for unordered pairs
We propose and analyze two strategies to learn over unordered pairs with kernels, and provide a common theoretical framework to compare them. The strategies are related to methods...
Martial Hue, Jean-Philippe Vert
150
Voted
INFORMATICASI
2010
15 years 2 months ago
Planning to Discover and Counteract Attacks
Recognizing attack plans is one of the goals of security analysts. Attack plan recognition is critical for predicting future actions of attackers, generating possible actions (i.e...
Tatiana Kichkaylo, Tatyana Ryutov, Michael D. Oros...
165
Voted
COLING
2010
14 years 12 months ago
Automatic generation of inter-passage links based on semantic similarity
This paper investigates the use and the prediction potential of semantic similarity measures for automatic generation of links across different documents and passages. First, the ...
Petr Knoth, Jakub Novotny, Zdenek Zdráhal
133
Voted
TCIAIG
2010
14 years 11 months ago
Evolutionary Game Design
It is easy to create new combinatorial games but more difficult to predict those that will interest human players. We examine the concept of game quality, its automated measurement...
Cameron Browne, Frédéric Maire