• ProbView

  • Referenced in 27 articles [sw09438]
  • mathematically the best understood paradigm for modeling and manipulating uncertain information. Probabilities of complex events ... among the events involved. Previous work on probabilistic databases has assumed a fixed and restrictivecombination ... theory. (1) We propose a probabilistic relational data model and a genericprobabilistic relational algebra that ... queries in the positive fragment of the probabilistic relational algebra have essentially the same data...
  • VESTA

  • Referenced in 25 articles [sw08425]
  • statistical analysis of probabilistic systems. It supports statistical model-checking [6, 7] and statistical evaluation ... temporal expressions. For model-checking VESTA uses a sequence of inter-related statistical hypothesis testing ... check if a property specified in probabilistic computation tree logic (PCTL) [3] or continuous stochastic ... logic (CSL) is satisfied by a stochastic model. Furthermore, VESTA supports the statistical computation...
  • PSQL

  • Referenced in 8 articles [sw02180]
  • language for probabilistic relational data. Database systems based on the relational model have become very ... need to extend the relational model so that data uncertainty can be captured explicitly ... earlier work, we have proposed a probabilistic relational algebra that is a consistent extension...
  • aGrUM

  • Referenced in 2 articles [sw38230]
  • Bayesian Networks, Influence Diagrams, Credal Networks, Probabilistic Relational Models. This is the result...
  • ProTDB

  • Referenced in 20 articles [sw13843]
  • relational systems in that we build a probabilistic XML database. This design is driven ... readily amenable to a relational representation. XML data poses several modeling challenges ... repeated sub-elements. We present a probabilistic XML model that addresses all of these challenges...
  • AdequacyModel

  • Referenced in 13 articles [sw15282]
  • probabilistic models through a combination of several statistics, which measure the relative quality of statistical...
  • Primula

  • Referenced in 2 articles [sw13967]
  • system is a tool for probabilistic modelling of relational structures. It is a Java-implementation...
  • MCINTYRE

  • Referenced in 8 articles [sw22925]
  • ability to model domains with complex and uncertain relations among entities. In this paper ... problem of approximate inference in probabilistic logic programming languages based on the distribution semantics ... normal program sampled from the probabilistic program. The ProbLog system includes such an algorithm ... program transformation that translates a probabilistic program into a normal program to which the query...
  • PTSC

  • Referenced in 6 articles [sw13692]
  • nondeterministic choice, probabilistic guarded choice and a probabilistic version of parallel composition. We formalize ... this model we define a bisimulation relation, from which an observational equivalence between probabilistic programs...
  • Pfold

  • Referenced in 12 articles [sw23813]
  • secondary structure that is especially useful when related sequences can be obtained. The method improves ... based on an explicit evolutionary model and a probabilistic model of structures. Predictions...
  • Alchemy

  • Referenced in 11 articles [sw16040]
  • series of algorithms for statistical relational learning and probabilistic logic inference, based on the Markov ... classification; Link prediction; Entity resolution; Social network modeling; Information extraction...
  • FactorBase

  • Referenced in 7 articles [sw38928]
  • Learning Graphical Models for Relational Data via Lattice Search”). Input: A relational schema hosted ... server. Output: A Bayesian network that shows probabilistic dependencies between the relationships and attributes represented...
  • OrientedSwaps

  • Referenced in 2 articles [sw35044]
  • percolation”: We present new combinatorial and probabilistic identities relating three random processes: the oriented swap ... last passage percolation model. We prove one of the probabilistic identities, relating a random vector...
  • HMMER

  • Referenced in 19 articles [sw10514]
  • suite for protein sequence similarity searches using probabilistic methods. Previously, HMMER has mainly been available ... relative to previous versions. It is now feasible to make efficient profile hidden Markov model...
  • HyperLogLog

  • Referenced in 22 articles [sw02063]
  • abstract describes and analyses a near-optimal probabilistic algorithm, HyperLogLog, dedicated to estimating the number ... estimate of the cardinality such that the relative accuracy (the standard error) is typically about ... optimally and adapts to the sliding window model...
  • DeepAR

  • Referenced in 6 articles [sw38790]
  • producing accurate probabilistic forecasts, based on training an auto regressive recurrent network model ... large number of related time series. We demonstrate how by applying deep learning techniques...
  • FACTORIE

  • Referenced in 13 articles [sw08947]
  • Factorie: Probabilistic programming via imperatively defined factor graphs. Discriminatively trained undirected graphical models have ... toolkits that ease their application to complex relational data. The power in relational models...
  • Rose

  • Referenced in 8 articles [sw16613]
  • Rose implements a new probabilistic model of the evolution of RNA-, DNA-, or protein-like ... evolutionary tree, a family of related sequences is created from a common ancestor sequence...
  • QCAPro

  • Referenced in 12 articles [sw22782]
  • this work we present a novel probabilistic modeling tool (QCAPro) to estimate polarization error ... study polarization error and power dissipation related issues in QCA circuits...
  • PDMats.jl

  • Referenced in 1 article [sw37222]
  • machine learning and probabilistic modeling, especially in applications related to graph analysis and Gaussian models...