23 search results - page 1 / 5 » On the Complexity of Rocchio's Similarity-Based Relevance Fe... |
COCOON
2005
Springer
14 years 4 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
14 years 4 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 11 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 9 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
14 years 4 months ago
2004
Springer