• ProbView

  • Referenced in 27 articles [sw09438]
  • probability theory. (1) We propose a probabilistic relational data model and a genericprobabilistic relational algebra ... positive fragment of the probabilistic relational algebra have essentially the same data complexity as classical ... relational algebra. (3) We establish various containments and equivalences between algebraic expressions, similar in spirit ... develop algorithms for maintaining materialized probabilistic views. (5) Based on these ideas, we have developed...
  • ProTDB

  • Referenced in 20 articles [sw13843]
  • differs from previous efforts to develop probabilistic relational systems in that we build a probabilistic ... involve data not 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...
  • FODD-Planner

  • Referenced in 15 articles [sw07747]
  • Probabilistic relational planning with first order decision diagrams Dynamic programming algorithms have been successfully applied...
  • LDPC

  • Referenced in 82 articles [sw03321]
  • codes is related to that used for Turbo codes, and to probabilistic inference methods used...
  • PSQL

  • Referenced in 8 articles [sw02180]
  • PSQL: A query language for probabilistic relational data. Database systems based on the relational model ... there is a need to extend the relational model so that data uncertainty ... earlier work, we have proposed a probabilistic relational algebra that is a consistent extension ... conventional relational algebra and is reducible to the latter. The contribution of this work...
  • CP-logic

  • Referenced in 18 articles [sw06947]
  • logic: A language of causal probabilistic events and its relation to logic programming This paper...
  • KReator

  • Referenced in 3 articles [sw06946]
  • integrated development environment for probabilistic relational reasoning This article presents KReator, a versatile integrated development ... logic programming (or statistical relational learning) aims at applying probabilistic methods of inference and learning ... representing, reasoning and learning with different relational probabilistic approaches. It is a general integrated development ... within the area of probabilistic inductive logic programming and statistical relational learning. Currently, KReator implements...
  • Alchemy

  • Referenced in 11 articles [sw16040]
  • series of algorithms for statistical relational learning and probabilistic logic inference, based on the Markov...
  • VESTA

  • Referenced in 25 articles [sw08425]
  • tool for statistical analysis of probabilistic systems. It supports statistical model-checking ... inter-related statistical hypothesis testing to check if a property specified in probabilistic computation tree...
  • OrientedSwaps

  • Referenced in 2 articles [sw35044]
  • percolation”: We present new combinatorial and probabilistic identities relating three random processes: the oriented swap ... model. We prove one of the probabilistic identities, relating a random vector of last passage ... Knuth and Burge correspondences. A second probabilistic identity, relating those two vectors to a vector...
  • aGrUM

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

  • Referenced in 12 articles [sw15282]
  • probabilistic models through a combination of several statistics, which measure the relative quality of statistical...
  • SPIRIT

  • Referenced in 7 articles [sw26763]
  • inference process in a probabilistic and conditional environment under minimum relative entropy, permits the acquisition...
  • PTSC

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

  • Referenced in 8 articles [sw22925]
  • Monte Carlo system for probabilistic logic programming. Probabilistic Logic Programming is receiving an increasing attention ... model domains with complex and uncertain relations among entities. In this paper we concentrate ... problem of approximate inference in probabilistic logic programming languages based on the distribution semantics...
  • PhyME

  • Referenced in 9 articles [sw35645]
  • probabilistic score. The algorithm allows the input orthologous sequences to be related by any user...
  • MCCEFF

  • Referenced in 5 articles [sw06179]
  • semi-analytical probabilistic version of the finite element method (FEM) related to the homogenization problem ... method and symbolic integral calculation of basic probabilistic moments of the homogenized tensor...
  • Primula

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

  • Referenced in 2 articles [sw37013]
  • convert them into probabilistic prediction rules relating compound description to carcinogenesis. These rules were found...
  • Pfold

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