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79
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ICANN
2007
Springer
15 years 7 months ago
A Topology-Independent Similarity Measure for High-Dimensional Feature Spaces
In the field of computer vision feature matching in high dimensional feature spaces is a commonly used technique for object recognition. One major problem is to find an adequate s...
Jochen Kerdels, Gabriele Peters
95
Voted
ICML
2003
IEEE
16 years 1 months ago
Learning Metrics via Discriminant Kernels and Multidimensional Scaling: Toward Expected Euclidean Representation
Distance-based methods in machine learning and pattern recognition have to rely on a metric distance between points in the input space. Instead of specifying a metric a priori, we...
Zhihua Zhang
92
Voted
CONCUR
2009
Springer
15 years 7 months ago
Weighted Bisimulation in Linear Algebraic Form
Abstract. We study bisimulation and minimization for weighted automata, relying on a geometrical representation of the model, linear weighted automata (lwa). In a lwa, the state-sp...
Michele Boreale
100
Voted
ICSM
2000
IEEE
15 years 5 months ago
Information Retrieval Models for Recovering Traceability Links between Code and Documentation
The research described in this paper is concerned with the application of information retrieval to software maintenance, and in particular to the problem of recovering traceabilit...
Giuliano Antoniol, Gerardo Canfora, Gerardo Casazz...
TREC
2008
15 years 2 months ago
Distributed EDLSI, BM25, and Power Norm at TREC 2008
This paper describes our participation in the TREC Legal competition in 2008. Our first set of experiments involved the use of Latent Semantic Indexing (LSI) with a small number of...
April Kontostathis, Andrew Lilly, Raymond J. Spite...