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Reviewed article

A New Class of Fusion Rules Based on T-Conorm and T-Norm Fuzzy Operators

Albena Tchamova, Jean Dezert, Florentin Smarandache
How to cite:
Albena Tchamova, Jean Dezert, Florentin Smarandache
"A New Class of Fusion Rules Based on T-Conorm and T-Norm Fuzzy Operators"
Information & Security: An International Journal,
20,
(2006):
65-82.
http://dx.doi.org/10.11610/isij.2003

A New Class of Fusion Rules Based on T-Conorm and T-Norm Fuzzy Operators

20.03_Tchamova_Dezert_Smarandache.pdf

Authors:

Albena Tchamova, Jean Dezert, Florentin Smarandache

Source:

Information & Security: An International Journal,
Volume: 20,
p.65-82
(2006)

Keywords:

Combination rules, Conjunctive rule, Fuzzy operators, Information Fusion

Abstract:

In this paper a particular combination rule based on specified fuzzy TConorm/ T-Norm operators is proposed and analysed - TCN Rule of Combination. It does not belong to the general Weighted Operator Class. The nice features of the new rule could be defined as: very easy to implement, satisfying the impact of neutrality of Vacuous Belief Assignment; commutative, convergent to idempotence, reflecting majority opinion, assuring an adequate data processing in case of total conflict. Several numerical examples and comparisons with the new advanced Proportional Conflict Redistribution Rules proposed recently by Florentin Smarandache and Jean Dezert within their theory of plausible and paradoxical reasoning are presented.

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15
Citations
Abrar Hussain, Kifayat Ullah, Muhammad Mubasher, Tapan Senapati, Sarbast Moslem
"Interval-Valued Pythagorean Fuzzy Information Aggregation Based on Aczel-Alsina Operations and Their Application in Multiple Attribute Decision Making."
IEEE Access
XX
(2017):
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"A new class fusion rule for solving Blackman's association problem."
4th International IEEE Conference Intelligent Systems, IS 2008
(2008):
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(2009):
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(2014):
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"Tracking object's type changes with fuzzy based fusion rule."
First International Conference Modelling and Development of Intelligent Systems
(2009):
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"Performance evaluation of fuzzy-based fusion rules for tracking applications."
International Journal of Reasoning-based Intelligent Systems
(2014):
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Albena Tchamova, Jean Dezert, Florentin Smarandache
"Object identification using T-conorm/norm fusion rule."
Advances and Applications of DSmT for Information Fusion (Collected works)
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"New Fusion Rules for Solving Blackman’s Association Problem."
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