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» Similarity estimation techniques from rounding algorithms
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ISICT
2003
14 years 11 months ago
Inducing a cline from corpora of political manifestos
Techniques from corpus linguistics are applied to the analysis of a number of European right-wing parties in an effort to extend methods for ranking parties on a left-right spectr...
Sofie Van Gijsel, Carl Vogel
SODA
2000
ACM
123views Algorithms» more  SODA 2000»
14 years 11 months ago
Communication complexity of document exchange
We address the problem of minimizing the communication involved in the exchange of similar documents. We consider two users, A and B, who hold documents x and y respectively. Neit...
Graham Cormode, Mike Paterson, Süleyman Cenk ...
TKDE
2010
284views more  TKDE 2010»
14 years 8 months ago
Unsupervised Semantic Similarity Computation between Terms Using Web Documents
Abstract— In this work, web-based metrics for semantic similarity computation between words or terms are presented and compared with the state-of-the-art. Starting from the funda...
Elias Iosif, Alexandros Potamianos
PKDD
2009
Springer
181views Data Mining» more  PKDD 2009»
15 years 4 months ago
Active Learning for Reward Estimation in Inverse Reinforcement Learning
Abstract. Inverse reinforcement learning addresses the general problem of recovering a reward function from samples of a policy provided by an expert/demonstrator. In this paper, w...
Manuel Lopes, Francisco S. Melo, Luis Montesano
ECCC
2000
140views more  ECCC 2000»
14 years 9 months ago
Randomized Approximation Schemes for Scheduling Unrelated Parallel Machines
We consider the problem of Scheduling n Independent Jobs on m Unrelated Parallel Machines, when the number of machines m is xed. We address the standard problem of minimizing the ...
Pavlos Efraimidis, Paul G. Spirakis