The book proposes a parallel and incremental approach for data-intensive learning by extending the classic scoring and search algorithm and using MapReduce, and develops semantics-preserving methods for the fusion of logical and probabilistic
knowledge and that of time-series probabilistic
As intermediaries between NWS forecasters and the public, broadcast meteorologists were included in a multi-year Hazardous Weather Testbed (HWT) Probabilistic
Hazard Information (PHI) project, with the main objective to learn how the continuous flow of probabilistic
hazard information may impact them and their decision-making, and to overcome the challenges of handling PHI's continuously streaming nature.
In this research work, the probabilistic
neural network approach is applied to the data, which is analogous to kriging interpolation technique (Specht, 1990).
Analysis Consortium for Engines (PACE), developed and managed by the Ohio Aerospace Institute (OAI) under contract with the Air Force Research Laboratory, is collaborating with SmartUQ to develop a probabilistic
framework for quantifying uncertainties in the secondary flow and heat transfer model for turbine engines, SmartUQ said.
This paper describes a probabilistic
framework for transient stability assessment (TSA) of power systems with high penetration of renewable generation.
Aiming to improve the reliability and safety of the structures, the probabilistic
methods for low cycle fatigue data, are applied in many manuscripts [3, 4].
COPTRA aims to propose, in a TBO, an efficient method to build probabilistic
traffic forecasts on the basis of flight trajectory predictions.
A modular integrated probabilistic
model of software reliability estimation and an algorithm of its application for estimation of software reliability with different architecture such as multilevel, multiversion, distributed and object-oriented ones are presented in the article.
The second chapter introduces the various probabilistic
models for collaborative filtering.
Another interesting approach is the use of probabilistic
information in the analysis because we are able to introduce objectivity in our studies.
MODELING BASED HARDWARE TROJAN DETECTION IN INTEGRATED CIRCUITS UNDER THE INFLUENCE OF TRANSIENT ERRORS.
sticker systems, the probabilities are initially associated with the axioms, and the probability of a generated string is computed by multiplying the probabilities of all occurrences of the initial strings in the computation of the string.