Models for Audiovisual Fusion in a Noisy-Vowel Recognition Task
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Computer vision and artificial intelligence
Crossroads - Special issue on artificial intelligence
Autonomous Agents and Multi-Agent Systems
Symbolic vs. Connectionist Learning: An Experimental Comparison in a Structured Domain
IEEE Transactions on Knowledge and Data Engineering
Pattern characteristics of an evolution between two classes
Fuzzy Sets and Systems - Information processing
Generalized Fuzzy Aggregation Operators
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
Learning in Pattern Recognition
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
Information Integration for Robot Learning Using Neural Fuzzy Systems
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Anchoring Symbols to Vision Data by Fuzzy Logic
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
An Integrated Approach to Semantic Evaluation and Content-Based Retrieval of Multimedia Documents
ECDL '98 Proceedings of the Second European Conference on Research and Advanced Technology for Digital Libraries
Analysis of a Fusion Method for Combining Marginal Classifiers
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Undesirable effects of output normalization in multiple classifier systems
Pattern Recognition Letters
On the use of Hamacher's t-norms family for information aggregation
Information Sciences: an International Journal
Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Pattern Recognition Letters - Special issue: Advances in pattern recognition
On naive Bayesian fusion of dependent classifiers
Pattern Recognition Letters
Detection of defective sources in the setting of possibility theory
Fuzzy Sets and Systems
EURASIP Journal on Applied Signal Processing
A novel fuzzy classifier based on product aggregation operator
Pattern Recognition
Detection of buried landmines using the possibilistic correlation-dependent fusion methods
ISPRA'07 Proceedings of the 6th WSEAS International Conference on Signal Processing, Robotics and Automation
Fuzzy membership, partial aggregation and reinforcement in multi-sensor data fusion
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Detection of buried landmines using the possibilistic correlation-dependent fusion methods
ISPRA'07 Proceedings of the 6th WSEAS International Conference on Signal Processing, Robotics and Automation
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Land cover mapping using triangular-norms
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Fuzzy spatial relation ontology for image interpretation
Fuzzy Sets and Systems
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
A survey of image classification methods and techniques for improving classification performance
International Journal of Remote Sensing
Estimation and decision fusion: A survey
Neurocomputing
International Journal of Geographical Information Science
Sensor Fusion in Integrated Circuit Fault Diagnosis Using a Belief Function Model
International Journal of Distributed Sensor Networks
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Efficient fusion scheme for multi-focus images by using blurring measure
Digital Signal Processing
A fusion-based approach to digital movie restoration
Pattern Recognition
Hierarchical fuzzy feature similarity combination for presentation slide retrieval
EURASIP Journal on Advances in Signal Processing
Data fusion for improved situational understanding
Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research: Cyber Security and Information Intelligence Challenges and Strategies
The possibilistic correlation-dependent fusion methods for optical detection
ISCGAV'09 Proceedings of the 9th WSEAS international conference on Signal processing, computational geometry and artificial vision
Multirobot object localization: a fuzzy fusion approach
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A dynamic fusion approach for security situation assessment
CNIS '07 Proceedings of the Fourth IASTED International Conference on Communication, Network and Information Security
Fuzzy filter based on interval-valued fuzzy sets for image filtering
Fuzzy Sets and Systems
A new perceptual organization approach to 3D measuring system based on the fuzzy integral
Image and Vision Computing
Fuzzy c-means approach to tissue classification in multimodal medical imaging
Information Sciences: an International Journal
International Journal of Approximate Reasoning
Fault diagnosis in railway track circuits using Dempster-Shafer classifier fusion
Engineering Applications of Artificial Intelligence
Semigroup structure of singleton Dempster-Shafer evidence accumulation
IEEE Transactions on Information Theory
A geometrical approach to multiresolution management in the fusion of digital images
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
Color image segmentation based on type-2 fuzzy sets and region merging
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Handling uncertainty in control of autonomous robots
Artificial intelligence today
Fuzzy uncertainty modeling for grid based localization of mobile robots
International Journal of Approximate Reasoning
Fuzzy posterior-probabilistic fusion
Pattern Recognition
On data fusion in information retrieval using different aggregation operators
Web Intelligence and Agent Systems
Early classification of network traffic through multi-classification
TMA'11 Proceedings of the Third international conference on Traffic monitoring and analysis
Multi-objects association in perception of dynamical situation
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications
Credit scoring analysis using a fuzzy probabilistic rough set model
Computational Statistics & Data Analysis
Using dempster-shafer theory in MCF systems to reject samples
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Removing line scratches in digital image sequences by fusion techniques
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
A skin detection approach based on the Dempster--Shafer theory of evidence
International Journal of Approximate Reasoning
An efficient algorithm for multi-focus image fusion using PSO-ICA
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Handling heterogeneous bipolar information for modelling environmental syndromes of global change
Environmental Modelling & Software
Automated segmentation of human brain MR images using a multi-agent approach
Artificial Intelligence in Medicine
A cooperative framework for segmentation of MRI brain scans
Artificial Intelligence in Medicine
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking
Computer Vision and Image Understanding
Multisensor data fusion: A review of the state-of-the-art
Information Fusion
Flame detection for video-based early fire warning for the protection of cultural heritage
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
On an implicit assessment of fuzzy volatility in the Black and Scholes environment
Fuzzy Sets and Systems
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge
Dempster Shafer neural network algorithm for land vehicle navigation application
Information Sciences: an International Journal
A novel hybrid fusion algorithm to bridge the period of GPS outages using low-cost INS
Expert Systems with Applications: An International Journal
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In most data fusion systems, the information extracted from each sensor (either numerical or symbolic) is represented as a degree of belief in an event with real values, taking in this way into account the imprecise, uncertain, and incomplete nature of the information. The combination of such degrees of belief is performed through numerical fusion operators. A very large variety of such operators has been proposed in the literature. We propose in this paper a classification of these operators issued from the different data fusion theories with respect to their behavior. Three classes are thus defined. This classification provides a guide for choosing an operator in a given problem. This choice can then be refined from the desired properties of the operators, from their decisiveness, and by examining how they deal with conflictive situations