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» Learning a Hidden Matching
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129
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SEMWEB
2007
Springer
15 years 9 months ago
Falcon-AO: Results for OAEI 2007
In this paper, we present a brief overview of Falcon-AO (version 0.7): a practical ontology matching system with acceptable to very good performance, a flexible architecture, and ...
Wei Hu, Yuanyuan Zhao, Dan Li, Gong Cheng, Honghan...
135
Voted
SDM
2007
SIAM
167views Data Mining» more  SDM 2007»
15 years 4 months ago
Bandits for Taxonomies: A Model-based Approach
We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
Sandeep Pandey, Deepak Agarwal, Deepayan Chakrabar...
129
Voted
NIPS
1998
15 years 4 months ago
An Entropic Estimator for Structure Discovery
We introduce a novel framework for simultaneous structure and parameter learning in hidden-variable conditional probability models, based on an entropic prior and a solution for i...
Matthew Brand
128
Voted
GECCO
2008
Springer
121views Optimization» more  GECCO 2008»
15 years 4 months ago
Fast rule representation for continuous attributes in genetics-based machine learning
Genetic-Based Machine Learning Systems (GBML) are comparable in accuracy with other learning methods. However, efficiency is a significant drawback. This paper presents a new rep...
Jaume Bacardit, Natalio Krasnogor
ICML
2009
IEEE
16 years 4 months ago
Route kernels for trees
Almost all tree kernels proposed in the literature match substructures without taking into account their relative positioning with respect to one another. In this paper, we propos...
Fabio Aiolli, Giovanni Da San Martino, Alessandro ...