Decision-level Fusion

Decision-Level Fusion is a type of sensor fusion in which the highest-level processed data—individual decisions derived from separate sensor modalities or sources—are combined to produce a single, more reliable or accurate decision, distinguished from data-level or feature-level fusion by operating on abstracted, symbolic outputs rather than raw or intermediate sensor data.

3.3K

Publications

184.2K

Citations

8.3K

Authors

2.2K

Institutions

Publications per year

2017–2026

1.2K

Parents

Sensor Fusion

Children

Bayesian Decision FusionBorda Count FusionClassifier Ensemble FusionCombiner DesignConfidence Score FusionConfusion Matrix FusionConsensus FusionDecision AggregationDecision Rule OptimizationDecision Trees For Fusion

Publications

3.3K

On combining classifiers

Josef Kittler, M. Hatef, Robert P. W. Duin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 5.3K citations

Computing, Computer Science, Data Mining +13

Ensemble based systems in decision making

Robi Polikar · IEEE Circuits and Systems Magazine · 2006 · 2.9K citations

Computing, Computer Science, Decision Sciences +17

An introduction to multisensor data fusion

David L. Hall, James Llinas · Proceedings of the IEEE · 1997 · 2.5K citations

Computing, Computer Science, Systems Engineering +17

Some geometric aggregation operators based on intuitionistic fuzzy sets

Zeshui Xu, Ronald R. Yager · International Journal of General Systems · 2006 · 2.3K citations

Business, Decision Sciences, Mathematics +14

Fusion, propagation, and structuring in belief networks

Judea Pearl · Artificial Intelligence · 1986 · 2.2K citations

Computing, Computer Science, Knowledge Representation +10

1–5 of 3.3K

Authors

8.3K

PK
Pramod K. Varshney
Syracuse University, United States
47 publications · 4K citations
28
h-index
EB
Erik Blasch
United States Air Force Research Laboratory, United States
39 publications · 1.9K citations
24
h-index
YD
Yong Deng
University of Electronic Science and Technology of China, China
26 publications · 1.7K citations
20
h-index
JD
Jean Dezert
Office National d'Études et de Recherches Aérospatiales, France
23 publications · 2.3K citations
19
h-index
DC
Domenico Ciuonzo
University of Naples Federico II, Italy
17 publications · 1.2K citations
17
h-index

1–5 of 8.3K

Institutions

2.2K

1–8 of 2.2K

Venues

Information Fusion
217 publications · 23.8K citations
77
h-index
IEEE Transactions on Aerospace and Electronic Systems
60 publications · 6K citations
34
h-index
Sensors
64 publications · 2.6K citations
31
h-index
IEEE Transactions on Signal Processing
42 publications · 3.6K citations
31
h-index
IEEE Access
51 publications · 2.9K citations
27
h-index

1–5