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» Improved Approximation Algorithms for Label Cover Problems
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ACL
2009
15 years 25 days ago
Graph Ranking for Sentiment Transfer
With the aim to deal with sentiment-transfer problem, we proposed a novel approach, which integrates the sentiment orientations of documents into the graph-ranking algorithm. We a...
Qiong Wu, Songbo Tan, Xueqi Cheng
CD
2005
Springer
15 years 8 months ago
A Decentralized Redeployment Algorithm for Improving the Availability of Distributed Systems
In distributed and mobile environments, the connections among the hosts on which a software system is running are often unstable. As a result of connectivity losses, the overall a...
Sam Malek, Marija Mikic-Rakic, Nenad Medvidovic
AAAI
2010
15 years 4 months ago
Multi-Instance Dimensionality Reduction
Multi-instance learning deals with problems that treat bags of instances as training examples. In single-instance learning problems, dimensionality reduction is an essential step ...
Yu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou
STACS
2009
Springer
15 years 9 months ago
On Approximating Multi-Criteria TSP
Abstract. We present approximation algorithms for almost all variants of the multicriteria traveling salesman problem (TSP), whose performances are independent of the number k of c...
Bodo Manthey
WIRN
2005
Springer
15 years 8 months ago
Ensembles Based on Random Projections to Improve the Accuracy of Clustering Algorithms
We present an algorithmic scheme for unsupervised cluster ensembles, based on randomized projections between metric spaces, by which a substantial dimensionality reduction is obtai...
Alberto Bertoni, Giorgio Valentini