23 search results - page 1 / 5 » On the Complexity of Rocchio's Similarity-Based Relevance Fe... |
COCOON
2005
Springer
13 years 10 months ago
2005
Springer
Rocchio’s similarity-based relevance feedback algorithm, one of the most important query reformation methods in information retrieval, is essentially an adaptive supervised lear...
ISAAC
2005
Springer
13 years 10 months ago
2005
Springer
In this paper, we prove for the first time that the learning complexity of Rocchio’s algorithm is O(d+d2 (log d+log n)) over the discretized vector space {0, . . . , n − 1}d ,...
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
The Rocchio relevance feedback algorithm is one of the most popular and widely applied learning methods from information retrieval. Here, a probabilistic analysis of this algorith...
JCO
2010
13 years 3 months ago
2010
Rocchio’s similarity-based relevance feedback algorithm, one of the most important query reformation methods in information retrieval, is essentially an adaptive supervised lear...
AWIC
2004
Springer
13 years 10 months ago
2004
Springer