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ISAAC
2005
Springer
138views Algorithms» more  ISAAC 2005»
15 years 9 months ago
On the Complexity of Rocchio's Similarity-Based Relevance Feedback Algorithm
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 ,...
Zhixiang Chen, Bin Fu
ECML
2004
Springer
15 years 9 months ago
Using String Kernels to Identify Famous Performers from Their Playing Style
Abstract. In this paper we show a novel application of string kernels: that is to the problem of recognising famous pianists from their style of playing. The characterstics of perf...
Craig Saunders, David R. Hardoon, John Shawe-Taylo...
IFIP
2004
Springer
15 years 9 months ago
Isolated Word Recognition for English Language Using LPC, VQ and HMM
: Speech recognition is always looked upon as a fascinating field in human computer interaction. It is one of the fundamental steps towards understanding human cognition and their ...
Mayukh Bhaowal, Kunal Chawla
ICDAR
2003
IEEE
15 years 9 months ago
Writer Identification using Innovative Binarised Features of Handwritten Numerals
The objective of this paper is to present a number of features that can be extracted from handwritten digits and used for author verification or identification of a person’s han...
Graham Leedham, Sumit Chachra
STOC
1998
ACM
190views Algorithms» more  STOC 1998»
15 years 8 months ago
Efficient Search for Approximate Nearest Neighbor in High Dimensional Spaces
We address the problem of designing data structures that allow efficient search for approximate nearest neighbors. More specifically, given a database consisting of a set of vecto...
Eyal Kushilevitz, Rafail Ostrovsky, Yuval Rabani