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CIKM
2010
Springer
15 years 3 months ago
Hypergraph-based multilevel matrix approximation for text information retrieval
In Latent Semantic Indexing (LSI), a collection of documents is often pre-processed to form a sparse term-document matrix, followed by a computation of a low-rank approximation to...
Haw-ren Fang, Yousef Saad
128
Voted
SODA
2004
ACM
146views Algorithms» more  SODA 2004»
15 years 6 months ago
Approximating the two-level facility location problem via a quasi-greedy approach
We propose a quasi-greedy algorithm for approximating the classical uncapacitated 2-level facility location problem (2-LFLP). Our algorithm, unlike the standard greedy algorithm, ...
Jiawei Zhang
ISMIS
2009
Springer
15 years 11 months ago
Fuzzy Clustering for Categorical Spaces
Abstract. A multi-relational clustering method is presented which can be applied to complex knowledge bases storing resources expressed in the standard Semantic Web languages. It a...
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
SODA
2001
ACM
157views Algorithms» more  SODA 2001»
15 years 6 months ago
New approaches to covering and packing problems
Covering and packing integer programs model a large family of combinatorial optimization problems. The current-best approximation algorithms for these are an instance of the basic...
Aravind Srinivasan
WAOA
2007
Springer
104views Algorithms» more  WAOA 2007»
15 years 10 months ago
On the Online Unit Clustering Problem
We continue the study of the online unit clustering problem, introduced by Chan and Zarrabi-Zadeh
Leah Epstein, Rob van Stee