A stochastic algorithm for probabilistic independent component analysis [PDF]
The decomposition of a sample of images on a relevant subspace is a recurrent problem in many different fields from Computer Vision to medical image analysis. We propose in this paper a new learning principle and implementation of the generative decomposition model generally known as noisy ICA (for independent component analysis) based on the SAEM ...
Stéphanie Allassonnière +1 more
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Probabilistic Analysis of the (1+1)-Evolutionary Algorithm [PDF]
We give a detailed analysis of the optimization time of the [Formula: see text]-Evolutionary Algorithm under two simple fitness functions (OneMax and LeadingOnes). The problem has been approached in the evolutionary algorithm literature in various ways and with different degrees of rigor.
Hsien‐Kuei Hwang +4 more
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VIPR: A probabilistic algorithm for analysis of microbial detection microarrays [PDF]
Abstract Background All infectious disease oriented clinical diagnostic assays in use today focus on detecting the presence of a single, well defined target agent or a set of agents. In recent years, microarray-based diagnostics have been developed that greatly facilitate the highly parallel detection of multiple ...
Adam Allred +6 more
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A Probabilistic Analysis of Tree Algorithms.
In this thesis a general class of tree algorithms is analyzed. It is shown that, by using an appropriate probabilistic representation of the quantities of interest, the asymptotic behavior of these algorithms can be obtained quite easily. This approach gives a unified probabilistic treatment of these questions.
Hanène Mohamed
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A novel hybrid model for species distribution prediction using probabilistic random forest, principal component analysis and genetic algorithm. [PDF]
Adekunle TA, Ogundoyin IK, Akanbi CO.
europepmc +2 more sources
Probabilistic language analysis of weighted voting algorithms [PDF]
We present a method of analyzing the performance of weighted voting algorithms in a fault-tolerant distributed system. In many distributed systems, some processors send messages more frequently than others and all processors share a common communication medium, such as an Ethernet. Typical fault-tolerant voting algorithms require that a certain minimum
Louise E. Moser +2 more
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Modeling the behavior of a mobile robot using genetic algorithms in harsh ecological environment [PDF]
The article is devoted to the analysis of the behavior of a mobile robot using finite state machine algorithms in order to find a path to a goal and avoid obstacles.
Zarevich Artem +3 more
doaj +1 more source
Probabilistic performance assessment of seismically excited buildings with semi-active fluid viscous dampers [PDF]
This paper presents a procedure to assess the probabilistic performance of the semi-active fluid viscous dampers (SAFVDs) utilized in seismically excited buildings. Some efficient on-off semi-active control algorithms based on motion towards or away from
Ali Asghar Naderi +2 more
doaj +1 more source
Lattice reduction in two dimensions: analyses under realistic probabilistic models [PDF]
The Gaussian algorithm for lattice reduction in dimension 2 is precisely analysed under a class of realistic probabilistic models, which are of interest when applying the Gauss algorithm "inside'' the LLL algorithm.
Brigitte Vallée, Antonio Vera
doaj +1 more source
Various uncertainty quantification methodologies are presented using a combination of several deterministic decline curve analysis models and two bootstrapping algorithms. These probabilistic models are applied to 126 sample wells from the Permian basin.
Chukwuemeka O. Okoli +2 more
doaj +1 more source

