2 results match your criteria Annals Of Mathematics And Artificial Intelligence[Journal]

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NSLPCD: Topic based tweets clustering using Node significance based label propagation community detection algorithm.

Ann Math Artif Intell 2021 24;89(3-4):371-407. Epub 2020 Sep 24.

CSED, Motilal Nehru National Institute of Technology Prayagraj, Prayagraj, India.

Social networks like Twitter, Facebook have recently become the most widely used communication platforms for people to propagate information rapidly. Fast diffusion of information creates accuracy and scalability issues towards topic detection. Most of the existing approaches can detect the most popular topics on a large scale. Read More

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September 2020

Mixed deterministic and probabilistic networks.

Ann Math Artif Intell 2008 Nov;54(1-3):3-51

Electrical Engineering Department, California Institute of Technology, Pasadena, CA 91125, USA.

The paper introduces mixed networks, a new graphical model framework for expressing and reasoning with probabilistic and deterministic information. The motivation to develop mixed networks stems from the desire to fully exploit the deterministic information (constraints) that is often present in graphical models. Several concepts and algorithms specific to belief networks and constraint networks are combined, achieving computational efficiency, semantic coherence and user-interface convenience. Read More

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November 2008
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