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» Information Modeling in the Time of the Revolution
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ICML
2005
IEEE
16 years 7 months ago
Active learning for Hidden Markov Models: objective functions and algorithms
Hidden Markov Models (HMMs) model sequential data in many fields such as text/speech processing and biosignal analysis. Active learning algorithms learn faster and/or better by cl...
Brigham Anderson, Andrew Moore
ICDM
2006
IEEE
183views Data Mining» more  ICDM 2006»
16 years 18 days 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
ICMCS
2006
IEEE
98views Multimedia» more  ICMCS 2006»
16 years 18 days ago
A Two-Layer Graphical Model for Combined Video Shot and Scene Boundary Detection
In this work we present a novel two-layer hybrid Graphical model for combined shot and scene boundary detection in videos. In the first layer of the model, low-level features are...
Marc Al-Hames, Stefan Zettl, Frank Wallhoff, Steph...
ECAI
2004
Springer
15 years 12 months ago
FIRE: An Integrated Trust and Reputation Model for Open Multi-Agent Systems
Trust and reputation are central to effective interactions in open multi-agent systems in which agents, that are owned by a variety of stakeholders, can enter and leave the system ...
Trung Dong Huynh, Nicholas R. Jennings, Nigel R. S...
MSE
2002
IEEE
122views Hardware» more  MSE 2002»
15 years 11 months ago
Modeling and Analyzing SMIL Documents in SAM
A composite multimedia object has specific timing relationships among the different types of component media. Coordinating the real-time presentation of information and maintaini...
Huiqun Yu, Xudong He, Shu Gao, Yi Deng