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IJCAI
2007
15 years 8 months ago
Learning from Partial Observations
We present a general machine learning framework for modelling the phenomenon of missing information in data. We propose a masking process model to capture the stochastic nature of...
Loizos Michael
221
Voted
IJCAI
2007
15 years 8 months ago
Conjunctive Query Answering for the Description Logic SHIQ
Conjunctive queries play an important role as an expressive query language for Description Logics (DLs). Although modern DLs usually provide for transitive roles, conjunctive quer...
Birte Glimm, Ian Horrocks, Carsten Lutz, Ulrike Sa...
166
Voted
IJCAI
2007
15 years 8 months ago
Fast Incremental Square Root Information Smoothing
We propose a novel approach to the problem of simultaneous localization and mapping (SLAM) based on incremental smoothing, that is suitable for real-time applications in large-sca...
Michael Kaess, Ananth Ranganathan, Frank Dellaert
IM
2007
15 years 8 months ago
CLID: A general approach to validate security policies in a dynamic network
- Many researchers have considered security policy management, including how to configure policies manually and even how to automatically generate security policies based on securi...
Yanyan Yang, Charles U. Martel, Shyhtsun Felix Wu
155
Voted
IMECS
2007
15 years 8 months ago
A New Class Based Associative Classification Algorithm
—applying the association rule into classification can improve the accuracy and obtain some valuable rules and information that cannot be captured by other classification approac...
Zhonghua Tang, Qin Liao
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