Results 41 to 50 of about 439,127 (183)

Probabilistic Graphical Models [PDF]

open access: yes, 2014
This report presents probabilistic graphical models that are based on imprecise probabilities using a simplified language. In particular the discussion is focused on credal networks and discrete domains. It describes the building blocks of credal networks algorithms to perform inference and discusses on complexity results and related work.
Antonucci, Alessandro   +2 more
openaire   +3 more sources

A note on evolutionary stochastic portfolio optimization and probabilistic constraints [PDF]

open access: yes, 2010
In this note, we extend an evolutionary stochastic portfolio optimization framework to include probabilistic constraints. Both the stochastic programming-based modeling environment as well as the evolutionary optimization environment are ideally suited ...
Hochreiter, Ronald
core  

Probabilistic Distribution Modeling of Crosstalk in Multi-Conductor Transmission Lines via Maximum Entropy Method

open access: yesIEEE Access, 2019
A novel statistical method, referred to as the maximum entropy (MaxEnt) method is proposed in this paper for effective probabilistic modeling of crosstalk in multi-conductor transmission lines (MTLs).
Le Gao   +6 more
doaj   +1 more source

Probabilistic Logic Models for the Lightning Network

open access: yesCryptography, 2022
The Lightning Network (LN) has emerged as one of the prominent solutions to overcome the biggest limit of blockchain based on PoW: scalability. LN allows for creating a layer on top of an existing blockchain where users can send payments and micro ...
Damiano Azzolini, Fabrizio Riguzzi
doaj   +1 more source

Neural Ideal Point Estimation Network

open access: yes, 2018
Understanding politics is challenging because the politics take the influence from everything. Even we limit ourselves to the political context in the legislative processes; we need a better understanding of latent factors, such as legislators, bills ...
Lee, Wonsung   +2 more
core   +1 more source

Probabilistic Model‐Based Cell Tracking [PDF]

open access: yesInternational Journal of Biomedical Imaging, 2006
The study of cell behavior is of crucial importance in drug and disease research. The fields of bioinformatics and biotechnology rely on the collection, processing, and analysis of huge numbers of biocellular images, including cell features such as cell size, shape, and motility.
Nezamoddin N. Kachouie   +3 more
openaire   +3 more sources

Fine-scale Identification of the Most Likely Source of a Human Plague Infection

open access: yesEmerging Infectious Diseases, 2009
We describe an analytic approach to provide fine-scale discrimination among multiple infection source hypotheses. This approach uses mutation-rate data for rapidly evolving multiple locus variable-number tandem repeat loci in probabilistic models to ...
Rebecca E. Colman   +9 more
doaj   +1 more source

Resilience-Oriented Restoration After Storm-Induced Failures Using Genetic Algorithm and Probabilistic Circuit Breaker Modeling [PDF]

open access: yesIranian Journal of Electrical and Electronic Engineering
This paper presents an advanced methodology for post-storm power system restoration. A real-time Condition Index (CI)-based classification scheme is introduced to categorize circuit breakers into high-reliability (Type A) and moderate-reliability (Type B)
Mahdi Arabsadegh, aref doroudi
doaj  

Qualitative Probabilistic Relational Models [PDF]

open access: yes, 2018
Probabilistic relational models (PRMs) were introduced to extend the modelling and reasoning capacities of Bayesian networks from propositional to relational domains. PRMs are typically learned from relational data, by extracting from these data both a dependency structure and its numerical parameters.
van der Gaag, L.C., Leray, Ph.
openaire   +2 more sources

A Quantitative Literacy View of Natural Disasters and Nuclear Facilities

open access: yesNumeracy, 2011
The March 11, 2011 earthquake, tsunami, and nuclear disaster in Tohoku, Japan, highlights the need to improve quantitative literacy (QL) in natural hazard assessment.
C. B. Connor
doaj   +1 more source

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