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IR
2002
13 years 7 months ago
An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms
Collaborative filtering systems predict a user's interest in new items based on the recommendations of other people with similar interests. Instead of performing content index...
Jonathan L. Herlocker, Joseph A. Konstan, John Rie...
HPDC
1998
IEEE
13 years 11 months ago
Adaptive Communication Algorithms for Distributed Heterogeneous Systems
Heterogeneous network-based systems are emerging as attractive computing platforms for HPC applications. This paper discusses fundamental research issues that must be addressed to...
Prashanth B. Bhat, Viktor K. Prasanna, Cauligi S. ...
PKDD
2004
Springer
131views Data Mining» more  PKDD 2004»
14 years 22 days ago
Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining
Abstract In this paper we propose a novel parallel algorithm for frequent itemset mining. The algorithm is based on the filter-stream programming model, in which the frequent item...
Adriano Veloso, Wagner Meira Jr., Renato Ferreira,...
ICASSP
2007
IEEE
13 years 11 months ago
A Framework for wavelet-Based Analysis and Processing of Color Filter Array Images with Applications to Denoising and Demosaicin
This paper presents a new approach to demosaicing of spatially sampled image data observed through a color filter array, in which properties of Smith-Barnwell filterbanks are empl...
Keigo Hirakawa, Xiao-Li Meng, Patrick J. Wolfe
SRDS
1994
IEEE
13 years 11 months ago
Coordinated Checkpointing-Rollback Error Recovery for Distributed Shared Memory Multicomputers
Most recovery schemes that have been proposed for Distributed Shared Memory (DSM) systems require unnecessarily high checkpointing frequency and checkpoint traffic, which are sens...
G. Janakiraman, Yuval Tamir