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» Multi-sensor Data Fusion Using the Influence Model
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WEBDB
2005
Springer
158views Database» more  WEBDB 2005»
14 years 2 months ago
iFuice - Information Fusion utilizing Instance Correspondences and Peer Mappings
We present a new approach to information fusion of web data sources. It is based on peer-to-peer mappings between sources and utilizes correspondences between their instances. Suc...
Erhard Rahm, Andreas Thor, David Aumueller, Hong H...
ESANN
2006
13 years 10 months ago
Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM)
A probabilistic, ``neural'' approach to sensor modelling and classification is described, performing local data fusion in a wireless system for embedded sensors using a ...
Tong Boon Tang, Alan F. Murray
IROS
2006
IEEE
128views Robotics» more  IROS 2006»
14 years 2 months ago
A Laserscanner-Vision Fusion System Implemented on the TerraMax Autonomous Vehicle
— This paper presents a sensor fusion model developed for the 2005 Grand Challenge competition, an autonomous ground vehicle race across the Mojave desert organized by DARPA1 . T...
Alberto Broggi, Stefano Cattani, Pier Paolo Porta,...
SIGIR
2006
ACM
14 years 2 months ago
Unifying user-based and item-based collaborative filtering approaches by similarity fusion
Memory-based methods for collaborative filtering predict new ratings by averaging (weighted) ratings between, respectively, pairs of similar users or items. In practice, a large ...
Jun Wang, Arjen P. de Vries, Marcel J. T. Reinders
DASFAA
2009
IEEE
104views Database» more  DASFAA 2009»
14 years 3 months ago
Tailoring Data Quality Models Using Social Network Preferences
To succeed in their tasks, users need to manage data with the most adequate quality levels possible according to specific data quality models. Typically, data quality assessment co...
Ismael Caballero, Eugenio Verbo, Manuel A. Serrano...