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ICDM
2006
IEEE
183views Data Mining» more  ICDM 2006»
15 years 10 months ago
Accelerating Newton Optimization for Log-Linear Models through Feature Redundancy
— Log-linear models are widely used for labeling feature vectors and graphical models, typically to estimate robust conditional distributions in presence of a large number of pot...
Arpit Mathur, Soumen Chakrabarti
P2P
2006
IEEE
153views Communications» more  P2P 2006»
15 years 10 months ago
Internet-Scale Storage Systems under Churn -- A Study of the Steady-State using Markov Models
Content storage in a distributed collaborative environment uses redundancy for better resilience and thus provides good availability and durability. In a peer-to-peer environment,...
Anwitaman Datta, Karl Aberer
ISSTA
2004
ACM
15 years 9 months ago
An optimizing compiler for batches of temporal logic formulas
Model checking based on validating temporal logic formulas has proven practical and effective for numerous software engineering applications. As systems based on this approach ha...
James Ezick
ACL
2010
15 years 1 months ago
Distributional Similarity vs. PU Learning for Entity Set Expansion
Distributional similarity is a classic technique for entity set expansion, where the system is given a set of seed entities of a particular class, and is asked to expand the set u...
Xiaoli Li, Lei Zhang, Bing Liu, See-Kiong Ng
IJAOSE
2010
126views more  IJAOSE 2010»
15 years 1 months ago
Automated analysis of compositional multi-agent systems
An approach for handling the complex dynamics of a multi-agent system is based on distinguishing aggregation levels. The behaviour at a given aggregation level is specified by a se...
Alexei Sharpanskykh, Jan Treur