Construction of aggregation functions from data using linear programming
Fuzzy Sets and Systems
The induced generalized OWA operator
Information Sciences: an International Journal
On some construction methods for 1-Lipschitz aggregation functions
Fuzzy Sets and Systems
Flipping and cyclic shifting of binary aggregation functions
Fuzzy Sets and Systems
Migrativity of aggregation functions
Fuzzy Sets and Systems
Parameterized defuzzification with continuous weighted quasi-arithmetic means - An extension
Information Sciences: an International Journal
Fuzzy Sets and Systems
Preface: Editorial to the special issue devoted to "Copulas, measures and integrals"
Information Sciences: an International Journal
Aggregation Operators and Ruled Surfaces
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Representation of discrete quasi-copulas through non-square matrices
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
A t-Norm Based Approach to Edge Detection
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
On the dispersion measure of OWA operators
Information Sciences: an International Journal
On generalized Bonferroni mean operators for multi-criteria aggregation
International Journal of Approximate Reasoning
Possibilistic information fusion using maximal coherent subsets
IEEE Transactions on Fuzzy Systems
Weak and graded properties of fuzzy relations in the context of aggregation process
Fuzzy Sets and Systems
The WOMBAT Attack Attribution Method: Some Results
ICISS '09 Proceedings of the 5th International Conference on Information Systems Security
Information Sciences: an International Journal
A framework for reasoning with soft information
Information Sciences: an International Journal
Semi-supervised OWA aggregation for link-based similarity evaluation and alias detection
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Construction of k-Lipschitz triangular norms and conorms from empirical data
IEEE Transactions on Fuzzy Systems
The orness measures for two compound quasi-arithmetic mean aggregation operators
International Journal of Approximate Reasoning
New decision-making techniques and their application in the selection of financial products
Information Sciences: an International Journal
Aggregation functions based on penalties
Fuzzy Sets and Systems
On Lipschitz properties of generated aggregation functions
Fuzzy Sets and Systems
Norms induced from OWA operators
IEEE Transactions on Fuzzy Systems
OWA operators in regression problems
IEEE Transactions on Fuzzy Systems
Fuzzy decision making with immediate probabilities
Computers and Industrial Engineering
On the methods of OWA operator determination with different dimensional instantiations
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Generalized Bonferroni mean operators in multi-criteria aggregation
Fuzzy Sets and Systems
Continuous R-implications generated from representable aggregation functions
Fuzzy Sets and Systems
Quasi-copulas and signed measures
Fuzzy Sets and Systems
Decision strategies in mediated multiagent negotiations: an optimization approach
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Soft querying of standard and uncertain databases
IEEE Transactions on Fuzzy Systems
Computing with words for hierarchical decision making applied to evaluating a weapon system
IEEE Transactions on Fuzzy Systems - Special section on computing with words
Lipschitzian De Morgan triplets of fuzzy connectives
Information Sciences: an International Journal
A gravitational approach to edge detection based on triangular norms
Pattern Recognition
Criteria satisfaction under measure based uncertainty
Fuzzy Optimization and Decision Making
Element similarity measures in XML schema matching
Information Sciences: an International Journal
Symmetrization of modular aggregation functions
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Smooth aggregation functions on finite scales
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Dual representable aggregation functions and their derived S-implications
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
On the median and its extensions
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Explicit descriptions of bisymmetric Sugeno integrals
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
The induced probabilistic OWA distance and its application in decision making
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
A generalized model between the OWA operator, the weighted average and the probability
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
On a multicriteria clustering approach for attack attribution
ACM SIGKDD Explorations Newsletter
Piecewise linear aggregation functions based on triangulation
Information Sciences: an International Journal
An analysis of rogue AV campaigns
RAID'10 Proceedings of the 13th international conference on Recent advances in intrusion detection
Induced and uncertain heavy OWA operators
Computers and Industrial Engineering
Decision-making with distance measures and induced aggregation operators
Computers and Industrial Engineering
Nearest-neighbor guided evaluation of data reliability and its applications
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
On averaging operators for Atanassov's intuitionistic fuzzy sets
Information Sciences: an International Journal
Sugeno utility functions I: axiomatizations
MDAI'10 Proceedings of the 7th international conference on Modeling decisions for artificial intelligence
DeMorgan systems with an infinitely many negations in the strict monotone operator case
Information Sciences: an International Journal
Invariant functionals on completely distributive lattices
Fuzzy Sets and Systems
Smooth t-subnorms on finite scales
Fuzzy Sets and Systems
Editorial: Aggregation techniques and applications
Fuzzy Sets and Systems
Citation-based journal ranks: The use of fuzzy measures
Fuzzy Sets and Systems
Fuzzy Sets and Systems
Expert Systems with Applications: An International Journal
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Some averaging functions in image reduction
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Fuzzy induced generalized aggregation operators and its application in multi-person decision making
Expert Systems with Applications: An International Journal
Decision-making in sport management based on the OWA operator
Expert Systems with Applications: An International Journal
A unified model between the weighted average and the induced OWA operator
Expert Systems with Applications: An International Journal
Aggregation functions on bounded partially ordered sets and their classification
Fuzzy Sets and Systems
Fuzzy Sets and Systems
A measure based approach to the fusion of possibilistic and probabilistic uncertainty
Fuzzy Optimization and Decision Making
Ultramodular aggregation functions
Information Sciences: an International Journal
Axiomatizations of Lovász extensions of pseudo-Boolean functions
Fuzzy Sets and Systems
A strategic analysis of spam botnets operations
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
Uncertain induced aggregation operators and its application in tourism management
Expert Systems with Applications: An International Journal
A framework for dynamic multiple-criteria decision making
Decision Support Systems
Aggregation of subjective evaluations based on discrete fuzzy numbers
Fuzzy Sets and Systems
Aggregation functions and contradictory information
Fuzzy Sets and Systems
A class of fuzzy multisets with a fixed number of memberships
Information Sciences: an International Journal
Models to determine parameterized ordered weighted averaging operators using optimization criteria
Information Sciences: an International Journal
Fuzzy aggregation operators in decision making with Dempster-Shafer belief structure
Expert Systems with Applications: An International Journal
Concepts of generalized concavity based on aggregation functions
Fuzzy Sets and Systems
Probabilities in the OWA operator
Expert Systems with Applications: An International Journal
The probabilistic weighted average and its application in multiperson decision making
International Journal of Intelligent Systems
The role of fuzzy sets in decision sciences: Old techniques and new directions
Fuzzy Sets and Systems
Graded properties of unary and binary fuzzy connectives
Fuzzy Sets and Systems
An attitude-driven web consensus support system for heterogeneous group decision making
Expert Systems with Applications: An International Journal
Multi-objective optimization with fuzzy measures and its application to flow-shop scheduling
Engineering Applications of Artificial Intelligence
Directed graph-based multi-agent coalitional decision making
Knowledge-Based Systems
On the relationship between symmetric maxitive, minitive, and modular aggregation operators
Information Sciences: an International Journal
Information aggregation in intelligent systems: An application oriented approach
Knowledge-Based Systems
The ordered multiplicative modular geometric operator
Knowledge-Based Systems
Intuitionistic fuzzy geometric Heronian mean aggregation operators
Applied Soft Computing
Measure based representation of uncertain information
Fuzzy Optimization and Decision Making
Evolving granular neural networks from fuzzy data streams
Neural Networks
Using linear programming for weights identification of generalized bonferroni means in r
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
An ordered weighted average with a truncation weight on intervals
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
Group decision making with distance measures and probabilistic information
Knowledge-Based Systems
A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas
International Journal of Decision Support System Technology
On Possibilistic and Probabilistic Information Fusion
International Journal of Fuzzy System Applications
Information Sciences: an International Journal
Fuzzy Sets and Systems
Stability of weighted penalty-based aggregation functions
Fuzzy Sets and Systems
A construction method of semicopulas from fuzzy negations
Fuzzy Sets and Systems
A Visualization Approach for Cross-level Exploration of Spatiotemporal Data
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
An extension of the migrative property for uninorms
Information Sciences: an International Journal
Strictly stable families of aggregation operators
Fuzzy Sets and Systems
Maximum expert consensus models with linear cost function and aggregation operators
Computers and Industrial Engineering
Distributivity equations and Mayor's aggregation operators
Knowledge-Based Systems
Exponential smoothing with credibility weighted observations
Information Sciences: an International Journal
On the impact of anisotropic diffusion on edge detection
Pattern Recognition
Multi-argument fuzzy measures on lattices of fuzzy sets
Knowledge-Based Systems
On fuzzy implications: An axiomatic approach
International Journal of Approximate Reasoning
Extended multi-polarity and multi-polar-valued fuzzy sets
Fuzzy Sets and Systems
Short Communication: A note on quasi-copulas and signed measures
Fuzzy Sets and Systems
Consensus measures constructed from aggregation functions and fuzzy implications
Knowledge-Based Systems
Statistical analysis of parametric t-norms
Information Sciences: an International Journal
Information Sciences: an International Journal
Power stable aggregation functions
Fuzzy Sets and Systems
An analytic approach to obtain the least square deviation OWA operator weights
Fuzzy Sets and Systems
FIF: A fuzzy information fusion algorithm based on multi-criteria decision making
Knowledge-Based Systems
Consensus model for large-scale group decision support in IT services management
Intelligent Decision Technologies - IT Service Management and Engineering: An Intelligent Decision-Making Support Systems Approach
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Fuzzy decision making with induced heavy aggregation operators and distance measures
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Aggregation of information is of primary importance in the construction of knowledge based systems in various domains, ranging from medicine, economics, and engineering to decision-making processes, artificial intelligence, robotics, and machine learning. This book gives a broad introduction into the topic of aggregation functions, and provides a concise account of the properties and the main classes of such functions, including classical means, medians, ordered weighted averaging functions, Choquet and Sugeno integrals, triangular norms, conorms and copulas, uninorms, nullnorms, and symmetric sums. It also presents some state-of-the-art techniques, many graphical illustrations and new interpolatory aggregation functions. A particular attention is paid to identification and construction of aggregation functions from application specific requirements and empirical data. This book provides scientists, IT specialists and system architects with a self-contained easy-to-use guide, as well as examples of computer code and a software package. It will facilitate construction of decision support, expert, recommender, control and many other intelligent systems.