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The junction tree algorithm (also known as 'Clique Tree') is a method used in machine learning to extract marginalization in general graphs. In essence...

computational problems on the graph. Tree decompositions are also called junction trees, clique trees, or join trees. They play an important role in problems...

variables one by one by distributing the sum over the product; clique tree propagation, which caches the computation so that many variables can be queried...

and loopy belief propagation are often more feasible in practice. Some particular subclasses of MRFs, such as trees (see Chow–Liu tree), have polynomial-time...

understanding and implementing belief propagation. A clique tree or junction tree is a tree of cliques, used in the junction tree algorithm. A chain graph is a...

as one less than the maximum clique size in a proper interval supergraph of the given graph, chosen to minimize its clique size (Kaplan & Shamir 1996)...

or invisible light for communications. In most cases, line-of-sight propagation is used, which limits the physical positioning of communicating devices...

problem. An example of a problem where this method has been used is the clique problem: given a CNF formula consisting of c clauses, the corresponding...

results and just provide the grouping information. Graph-based models: a clique, that is, a subset of nodes in a graph such that every two nodes in the...

or invisible light for communications. In most cases, line-of-sight propagation is used, which limits the physical positioning of communicating devices...

probability of each class label given the neighborhood defined previously. Clique potentials are used to model the social impact in labeling. Iterate over...

Similarity Network (SSN) that contains specialized relationships and propagation algorithms to simplify the semantic similarity representation and calculations...

for Promoting Christian Knowledge (SPCK) in 1698, the Society for the Propagation of the Gospel in Foreign Parts (SPG) in 1701, and the Church Mission...

methods for finding graph homomorphisms, like backtracking, constraint propagation and local search, apply to all CSPs. For graphs G and H, the question...

interconnects dominate both performance and dynamic power dissipation, as signal propagation in wires across the chip requires multiple clock cycles. This also allows...

selected for their functional contribution to the operation of networks. Clique (graph theory) Graphical model Masoudi-Nejad A, Schreiber F, Razaghi MK...

popularity of Mathew Mar Athanasius, the patriarch excommunicated him and his clique. Pallath, Paul (2003). The Catholic Church in India. Mar Thoma Yogam. p...

temporary end point is in ... Schoenberg" in their rise from "pitiful 'cliques'" to a large, diverse, international, and "irresistible movement". But...

and Zuo executed him, while Hui generals belonging to the Old Teaching clique such as Ma Qianling, Ma Zhan'ao, and Ma Anliang were granted amnesty and...