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MICAI
2010
Springer
14 years 10 months ago
Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish
The meaning of such verb-noun combinations as take care, undertake work, pay attention can be generalized as DO what is designated by the noun. Likewise, the meaning of make a deci...
Olga Kolesnikova, Alexander F. Gelbukh
ICML
2009
IEEE
16 years 20 days ago
Predictive representations for policy gradient in POMDPs
We consider the problem of estimating the policy gradient in Partially Observable Markov Decision Processes (POMDPs) with a special class of policies that are based on Predictive ...
Abdeslam Boularias, Brahim Chaib-draa
ISSRE
2008
IEEE
15 years 6 months ago
Detection and Prediction of Resource-Exhaustion Vulnerabilities
Systems connected to the Internet are highly susceptible to denial-of-service attacks that can compromise service availability, causing damage to customers and providers. Due to e...
João Antunes, Nuno Ferreira Neves, Paulo Ve...
NOMS
2008
IEEE
108views Communications» more  NOMS 2008»
15 years 6 months ago
Autonomic QoS optimization of real-time internet audio using loss prediction and stochastic control
— Quality of Internet audio is highly sensitive to packet loss caused by congestion in the links. Packet loss for audio is normally rectified by adding redundancy using Forward ...
Lopa Roychoudhuri, Ehab S. Al-Shaer
ICC
2007
IEEE
119views Communications» more  ICC 2007»
15 years 6 months ago
On Channel State Inference and Prediction Using Observable Variables in 802.11b Network
—Performance of cross-layer protocols that recommend the relay of corrupted packets to higher layers can be improved significantly by accurately inferring/predicting the bit erro...
Shirish S. Karande, Syed A. Khayam, Yongju Cho, Ki...