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SAC
2006
ACM
14 years 4 months ago
A probability analysis for candidate-based frequent itemset algorithms
This paper explores the generation of candidates, which is an important step in frequent itemset mining algorithms, from a theoretical point of view. Important notions in our prob...
Nele Dexters, Paul W. Purdom, Dirk Van Gucht
ECML
2005
Springer
14 years 3 months ago
Active Learning for Probability Estimation Using Jensen-Shannon Divergence
Active selection of good training examples is an important approach to reducing data-collection costs in machine learning; however, most existing methods focus on maximizing classi...
Prem Melville, Stewart M. Yang, Maytal Saar-Tsecha...
HICSS
2002
IEEE
100views Biometrics» more  HICSS 2002»
14 years 3 months ago
Calculation of the Probability Density Function of Critical Clearing Time in Transient Stability Analysis
In this paper, the critical clearing time, tcc in power system transient stability analysis is modeled as a random variable due to the randomness nature of power system load. A lin...
Yiqiao Liang, Saffet Ayasun, Chika Nwankpa
ICIP
2000
IEEE
14 years 2 months ago
Vector Probability Diffusion
Minimal surface regularization has been used in several applications ranging from stereo to image segmentation, sometimes hidden as a graph-cut discrete formulation, or as a stric...
Alvaro Pardo, Guillermo Sapiro
ISCAS
1999
IEEE
93views Hardware» more  ISCAS 1999»
14 years 2 months ago
Probability distribution of the switching intervals in chaotic pulse streams-a comparative study
In switched dynamic system the continuous phase ow is accompanied by a stream of switching events. If the system exhibits chaotic behavior this event stream can be used for gener...
T. Tsubone, T. Saito, Wolfgang M. Schwarz