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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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"Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules."
Advances and Applications of DSmT for Information Fusion
(2006):
Ning Wang, Li Lu, Ge Gao, Fanglin Wang, Shi Li
"Multibiometrics fusion using Aczél-Alsina triangular norm."
KSII Transactions on Internet and Information Systems
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no. 7
(2014):
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"Tracking object's type changes with fuzzy based fusion rule."
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(2009):
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"Performance evaluation of fuzzy-based fusion rules for tracking applications."
International Journal of Reasoning-based Intelligent Systems
(2014):
1-9.
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"A new class fusion rule for solving Blackman's association problem."
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"New fusion rules for solving Blackman's association problem."
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"Unification of Fusion Theories and Rules, Filter Algorithms, and Target Tracking Methods for Applications to Air Force Problems."
(2009):
Jean Dezert, Albena Tchamova, Pavlina Konstantinova
"Target Type Tracking with Different Fusion Rules: A Comparative Analysis."
Advances and Applications of DSmT for Information Fusion
(2006):
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"Score level multibiometrics fusion approach for healthcare."
Cluster Computing
(2017):
1–12 .
Albena Tchamova, Jean Dezert, Florentin Smarandache
"Object identification using T-conorm/norm fusion rule."
Advances and Applications of DSmT for Information Fusion (Collected works)
(2009):
Albena Tchamova, Jean Dezert, Florentin Smarandache
"New Fusion Rules for Solving Blackman’s Association Problem."
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