A Novel Belief Propagation-Based Probabilistic Multiple Hypothesis Tracking Algorithm for Multiple Resolvable Group Targets [PDF]
A key challenge in multiple group target tracking is to maintain consistent data association in the presence of dynamic evolutions, i.e., splitting and merging. This paper proposes a Belief Propagation-based Multiple Hypothesis Tracking framework.
Tianli Ma +3 more
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Belief base merging as a game [PDF]
We propose in this paper a new family of belief merging operators, that is based on a game between sources : until a coherent set of sources is reached, at each round a contest is organized to find out the weakest sources, then those sources has to concede (weaken their point of view). This idea leads to numerous new interesting operators (depending of
Sébastien Konieczny
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On the Belief Merging by Negotiation
AbstractBelief merging is an active research field with many important applications. Most existing work addresses the belief merging issue using a centralised approach. In this paper, we investigate a distributed approach to the problem of belief merging.
Thi Hong Khanh Nguyen, Trong Hieu Tran
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Belief Merging and Judgment Aggregation in Fuzzy Setting [PDF]
We explore how judgment aggregation and belief merging in the framework of fuzzy logic can help resolve the “Doctrinal Paradox.” We also illustrate the use of fuzzy aggregation functions in social choice theory.
Ismat Beg, Nabeel Butt
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Belief merging with the aim of truthlikeness [PDF]
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Simon D'Alfonso
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Impossibility in belief merging
With the aim of studying social properties of belief merging and having a better understanding of impossibility, we extend in three ways the framework of logic-based merging introduced by Konieczny and Pino Pérez. First, at the level of representation of the information, we pass from belief bases to complex epistemic states.
Amílcar Mata Diaz
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Public Health Implications of Introducing Human Papillomavirus (HPV) Vaccination in Pakistan: A protocol for a mixed-method study to explore community perceptions and health system preparedness. [PDF]
IntroductionCervical cancer is a preventable illness, and early vaccination can serve as a primary prevention strategy. Currently, HPV vaccination has not been introduced at the national level in Pakistan, and the vaccine remains unavailable in most ...
Khola Noreen +3 more
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Impact of academic self-efficacy on online learning outcomes [PDF]
In recent years, the concept of self-efficacy has garnered attention in educational psychology research on motivation. Within an academic context, academic self-efficacy (ASE) reflects learners' belief in their ability to achieve educational goals ...
Satoru Yokoyama
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An application of belief merging for the diagnosis of oral cancer
Abstract Machine learning employs a variety of statistical, probabilistic, fuzzy and optimization techniques that allow computers to “learn” from examples and to detect hard-to-discern patterns from large, noisy or complex datasets. This capability is well-suited to medical applications, and machine learning techniques have been frequently used in ...
Sameem Abdul Kareem +2 more
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Belief Horn merging operators: Characterization results and implementations
Peer ...
Vicent Costa, Maria Pilar Dellunde
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