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» The Probabilistic Method
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KDD
2004
ACM
127views Data Mining» more  KDD 2004»
14 years 10 months ago
A generative probabilistic approach to visualizing sets of symbolic sequences
There is a notable interest in extending probabilistic generative modeling principles to accommodate for more complex structured data types. In this paper we develop a generative ...
Peter Tiño, Ata Kabán, Yi Sun
SRDS
2003
IEEE
14 years 3 months ago
Buffer Management in Probabilistic Peer-to-Peer Communication Protocols
In multipeer communication decentralised probabilistic protocols have received a lot of attention because of their robustness against faults in the communication traffic and thei...
Boris Koldehofe
ICASSP
2010
IEEE
13 years 10 months ago
Statistical inference for single- and multi-band Probabilistic Amplitude Demodulation
Amplitude demodulation is an ill-posed problem and so it is natural to treat it from a Bayesian viewpoint, inferring the most likely carrier and envelope under probabilistic const...
Richard E. Turner, Maneesh Sahani
IANDC
2006
117views more  IANDC 2006»
13 years 10 months ago
Statistical probabilistic model checking with a focus on time-bounded properties
Probabilistic verification of continuous-time stochastic processes has received increasing attention in the model-checking community in the past five years, with a clear focus on ...
Håkan L. S. Younes, Reid G. Simmons
PVLDB
2010
135views more  PVLDB 2010»
13 years 8 months ago
Similarity Search and Mining in Uncertain Databases
Managing, searching and mining uncertain data has achieved much attention in the database community recently due to new sensor technologies and new ways of collecting data. There ...
Matthias Renz, Reynold Cheng, Hans-Peter Kriegel, ...