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IICAI
2007
15 years 4 months ago
Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics
Structured Hidden Markov Models (S-HMM) are a variant of Hierarchical Hidden Markov Models; it provides an abstraction mechanism allowing a high level symbolic description of the k...
Ugo Galassi, Attilio Giordana, Charbel Julien, Lor...
NIPS
2007
15 years 4 months ago
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Rare category detection is an open challenge for active learning, especially in the de-novo case (no labeled examples), but of significant practical importance for data mining - ...
Jingrui He, Jaime G. Carbonell
CLIMA
2004
15 years 4 months ago
A New HTN Planning Framework for Agents in Dynamic Environments
In a dynamic environment, even if an agent makes a plan to obtain a goal, the environment might change while the agent is executing the plan. In that case, the plan, which was init...
Hisashi Hayashi, Kenta Cho, Akihiko Ohsuga
IJCAI
2001
15 years 4 months ago
Dealing with Dependencies between Content Planning and Surface Realisation in a Pipeline Generation Architecture
The majority of existing language generation systems have a pipeline architecture which offers efficient sequential execution of modules, but does not allow decisions about text c...
Kalina Bontcheva, Yorick Wilks
IJCAI
2001
15 years 4 months ago
On-Line Execution of cc-Golog Plans
Previously, the plan language cc-Golog was introduced for the purpose of specifying event-driven behavior typically found in robot controllers. So far, however, cc-Golog is usable...
Henrik Grosskreutz, Gerhard Lakemeyer