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JMLR
2006
125views more  JMLR 2006»
15 years 6 months ago
A Linear Non-Gaussian Acyclic Model for Causal Discovery
In recent years, several methods have been proposed for the discovery of causal structure from non-experimental data. Such methods make various assumptions on the data generating ...
Shohei Shimizu, Patrik O. Hoyer, Aapo Hyvärin...
VLDB
2002
ACM
116views Database» more  VLDB 2002»
15 years 6 months ago
The Denodo Data Integration Platform
The world today is characterised by the proliferation of information sources available through media such as the WWW, databases, semi-structured files (e.g. XML documents), etc. N...
Alberto Pan, Juan Raposo, Manuel Álvarez, P...
WWW
2010
ACM
16 years 1 months ago
Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce
The Web abounds with dyadic data that keeps increasing by every single second. Previous work has repeatedly shown the usefulness of extracting the interaction structure inside dya...
Chao Liu, Hung-chih Yang, Jinliang Fan, Li-Wei He,...
HOLOMAS
2003
Springer
16 years 3 days ago
Complex Data Integration Based on a Multi-agent System
The expansion of the WWW and the growth of data sources lead to the proliferation of heterogeneous data (texts, images, videos, sounds and relational views). We call these data ”...
Omar Boussaid, Fadila Bentayeb, Amandine Duffoux, ...
ICML
2002
IEEE
16 years 7 months ago
Multi-Instance Kernels
Learning from structured data is becoming increasingly important. However, most prior work on kernel methods has focused on learning from attribute-value data. Only recently, rese...
Adam Kowalczyk, Alex J. Smola, Peter A. Flach, Tho...