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ICMAS
1998
13 years 10 months ago
Probabilistic Reasoning in a Distributed Multi-Agent Environment
In this paper, a model is proposed for multi-agent probabilistic reasoning in a distributed environment. Unlike other methods, this model is capable of processing input in a truly...
S. K. Michael Wong, Cory J. Butz
ISQED
2006
IEEE
90views Hardware» more  ISQED 2006»
14 years 2 months ago
Monte Carlo-Alternative Probabilistic Simulations for Analog Systems
Probabilistic system simulations for analog circuits have traditionally been handled with Monte Carlo analysis. For a manufacturable design, fast and accurate simulations are nece...
Rasit Onur Topaloglu
NIPS
1998
13 years 10 months ago
Probabilistic Image Sensor Fusion
We present a probabilistic method for fusion of images produced by multiple sensors. The approach is based on an image formation model in which the sensor images are noisy, locall...
Ravi K. Sharma, Todd K. Leen, Misha Pavel
CAV
2004
Springer
202views Hardware» more  CAV 2004»
14 years 2 months ago
Statistical Model Checking of Black-Box Probabilistic Systems
Abstract. We propose a new statistical approach to analyzing stochastic systems against specifications given in a sublogic of continuous stochastic logic (CSL). Unlike past numeri...
Koushik Sen, Mahesh Viswanathan, Gul Agha
FIMI
2003
95views Data Mining» more  FIMI 2003»
13 years 10 months ago
Probabilistic Iterative Expansion of Candidates in Mining Frequent Itemsets
A simple new algorithm is suggested for frequent itemset mining, using item probabilities as the basis for generating candidates. The method first finds all the frequent items, an...
Attila Gyenesei, Jukka Teuhola