Fuzzy Logic

Authors:
Lofti A. Zadeh
Affiliations:
Univ. of California at Berkeley, Berkeley
Venue:
Computer
Year:
1988

Citing 4
Cited 108

Test-score semantics as a basis for a computational approach to the representation of meaning

Literary & Linguistic Computing
Fuzzy sets, uncertainty, and information

Fuzzy sets, uncertainty, and information
Industrial Applications of Fuzzy Control

Industrial Applications of Fuzzy Control
Fuzzy Sets and Systems: Theory and Applications

Fuzzy Sets and Systems: Theory and Applications

Neural-Network-Based Fuzzy Logic Control and Decision System

IEEE Transactions on Computers - Special issue on artificial neural networks
Linguistico-statistical approach and logics applied in documentary system

SAC '93 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice
Algorithms for Arabic name transliteration

IBM Journal of Research and Development
A Parallel Scheme Using the Divide-and-Conquer Method

Distributed and Parallel Databases
Learning fuzzy knowledge from training examples

Proceedings of the seventh international conference on Information and knowledge management
Microcellular handoff using fuzzy techniques

Wireless Networks
Efficient algorithms for acceptable design exploration

GLSVLSI '00 Proceedings of the 10th Great Lakes symposium on VLSI
The sustainable-cell-rate usage parameter control with adjustable window for high-speed multimedia communications

Proceedings of the 2001 ACM symposium on Applied computing
Imprecision in Finite Resolution Spatial Data

Geoinformatica
Fuzzy expert systems architecture for image classification using mathematical morphology operators

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent information systems and applications
A neuro-fuzzy framework for inferencing

Neural Networks
RCS: A Reference Model Architecture for Intelligent Control

Computer
A Fuzzy Partitioning System

IEEE Micro
An ASIC Chip Set for Parallel Fuzzy Database Mining

IEEE Micro
Applying Fuzzy Logic to Codesign Partitioning

IEEE Micro
Representing Design Dependencies in an Issue-Based Style

IEEE Software
Knowledge Representation in Fuzzy Logic

IEEE Transactions on Knowledge and Data Engineering
Knowledge Representation Using Fuzzy Petri Nets

IEEE Transactions on Knowledge and Data Engineering
Formal Specification of Geographic Data Processing Requirements

IEEE Transactions on Knowledge and Data Engineering
The Management of Probabilistic Data

IEEE Transactions on Knowledge and Data Engineering
Structuring Knowledge In Vague Domains

IEEE Transactions on Knowledge and Data Engineering
An Evidential Reasoning Approach to Attribute Value Conflict Resolution in Database Integration

IEEE Transactions on Knowledge and Data Engineering
Data Representation for Diagnostic Neural Networks

IEEE Expert: Intelligent Systems and Their Applications
Design of an analog CMOS fuzzy logic controller chip

Fuzzy Sets and Systems - Fuzzy systems
Rapid Prototyping Techniques for Fuzzy Controllers

ASIAN '99 Proceedings of the 5th Asian Computing Science Conference on Advances in Computing Science
Fuzzy Concepts and Formal Methods: A Fuzzy Logic Toolkit for Z

ZB '00 Proceedings of the First International Conference of B and Z Users on Formal Specification and Development in Z and B
Using an Artificial Intelligence Approach to Build an Automated Program Understanding/Fault Localization Tool

ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
On the hierarchy of t-norm based residuated fuzzy logics

Beyond two
Embedding fuzzy variables into C++

CompSysTech '04 Proceedings of the 5th international conference on Computer systems and technologies
Evolutionary approaches to fuzzy modelling for classification

The Knowledge Engineering Review
A Distributed Fuzzy Qualitative Evaluation System

IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
TWNFI - a transductive neuro-fuzzy inference system with weighted data normalization for personalized modeling

Neural Networks
A proposed stereo matching algorithm for noisy sets of color images

Computers & Geosciences
A decision network framework for the behavioral animation of virtual humans

SCA '07 Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation
Constructing a Fuzzy Rule System from Examples

Integrated Computer-Aided Engineering
Knowledge acquisition from quantitative data using the rough-set theory

Intelligent Data Analysis
Determining appropriate membership functions to simplify fuzzy induction

Intelligent Data Analysis
Region-of-interest video coding based on rate and distortion variations for H.263+

Image Communication
Improved global localization of an indoor mobile robot via fuzzy extended information filtering

Robotica
Fuzzy logic controller design applied to servo-drive systems

ICS'05 Proceedings of the 9th WSEAS International Conference on Systems
The application of fuzzy logic to the precautionary principle

Artificial Intelligence and Law
Interval type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimisation with genetic algorithms

International Journal of Biometrics
A closed-loop fuzzy traffic controller for fair bandwidth sharing

ACM SIGBED Review - Special issue on the the 14th IEEE real-time and embedded technology and applications symposium (RTAS'08) WIP session
A fuzzy learning-Sliding mode controller for direct field-oriented induction machines

Neurocomputing
The development of an intelligent agent prototype for mutual fund investment

International Journal of Electronic Finance
A Fuzzy Controller for Autonomous Negotiation of Stairs by a Mobile Robot with Adjustable Tracks

RoboCup 2007: Robot Soccer World Cup XI
Fuzzy Evolutionary Probabilistic Neural Networks

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
A computer-aided diagnosis system for breast cancer using independent component analysis and fuzzy classifier

Modelling and Simulation in Engineering - Modelling and simulation: computational intelligence in medicine
A neuro-fuzzy model for function point calibration

WSEAS Transactions on Information Science and Applications
A Formal Model of Fuzzy Ontology with Property Hierarchy and Object Membership

ER '08 Proceedings of the 27th International Conference on Conceptual Modeling
Discovering fuzzy personal moving profiles in wireless networks

Applied Soft Computing
Updating weight values for function point counting

International Journal of Hybrid Intelligent Systems
An approach to the development of commonsense knowledge modeling systems for disaster management

Artificial Intelligence Review
Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms

Information Sciences: an International Journal
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks

Information Sciences: an International Journal
Fuzz-iDEVS: towards a fuzzy toolbox for discrete event systems

Proceedings of the 2nd International Conference on Simulation Tools and Techniques
Soft computing in medicine

Applied Soft Computing
Comparative study of fuzzy methods for response integration in ensemble neural networks

International Journal of Advanced Intelligence Paradigms
A Comparative Study of Fuzzy Classifiers on Breast Cancer Data

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
A Fuzzy Quantitative Integrated Metric Model for CMMI Appraisal

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Toward a Generic Framework for Modeling Human Behaviors in Crowd Simulation

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Driving profile modeling and recognition based on soft computing approach

IEEE Transactions on Neural Networks
AgentsInternational: Integration of multiple agents, simulation, knowledge bases and fuzzy logic for international marketing decision making

Expert Systems with Applications: An International Journal
A preference-based approach for interactive weight learning: learning weights within a logic-based query language

Distributed and Parallel Databases
Optimization of Type-2 Fuzzy Integration in Modular Neural Networks Using an Evolutionary Method with Applications in Multimodal Biometry

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Hardware implementations of digital fuzzy logic controllers

Information Sciences: an International Journal
Risk evaluation of bidding decision based on multi-factor clustering analysis

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Design of a simplified fuzzy inference engine using FPGA

Control and Intelligent Systems
SAFIRE: towards standardized semantic rich image annotation

AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
Multiresolutive adaptive PN acquisition scheme with a fuzzy logic estimator in non selective fast SNR variation environments

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Building fuzzy inference systems with a new interval type-2 fuzzy logic toolbox

Transactions on computational science I
Modelling for tensile strength of friction welded aluminium pipes by ANFIS

International Journal of Intelligent Engineering Informatics
WebInternational: Combining Web-based knowledge automation, fuzzy rules and on-line databases for international marketing planning

Expert Systems with Applications: An International Journal
Fuzzy modeling using generalized neural networks and Kalman filter algorithm

AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
A fuzzy description logic with automatic object membership measurement

KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
FMECA control for software development

COMPSAC-W'05 Proceedings of the 29th annual international conference on Computer software and applications conference
Systemic approach to fuzzy logic formalization for approximate reasoning

Information Sciences: an International Journal
Type-2 fuzzy inference system optimization based on the uncertainty of membership functions applied to benchmark problems

MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
A probabilistic interpretation for a geometric similarity measure

ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
A computationally efficient fuzzy logic parameterisation system for computer games

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump

Applied Soft Computing
Towards fuzzy ontology handling vagueness of natural languages

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Neuro-fuzzy learning for automated incident detection

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
QSQL: incorporating logic-based retrieval conditions into SQL

DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
An investigation into the use of delay coordinate embedding technique with MIMO ANFIS for nonlinear prediction of chaotic signals

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Long-Term prediction of discharges in manwan hydropower using adaptive-network-based fuzzy inference systems models

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Pattern recognition in AVHRR images by means of hibryd and neuro-fuzzy systems

EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
Mining linguistic mobility patterns for wireless networks

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Sequential PN acquisition scheme based on a fuzzy logic controller

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Relation-collapse: an optimisation technique for the similarity algebra SA

ADBIS'05 Proceedings of the 9th East European conference on Advances in Databases and Information Systems
Fuzzy query answering in motor racing domain

FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
A fuzzy grouping-based load balancing for distributed object computing systems

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Integrated fuzzy approach for system modeling and risk assessment

MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Resource reservation with mobile hosts using fuzzy matrices

Computer Communications
Implications on ordered fuzzy numbers and fuzzy sets of type two

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
A novel programmable CMOS fuzzifiers using voltage-to-current converter circuit

Advances in Fuzzy Systems - Special issue on High Performance Fuzzy Systems for Real World Problems
Fuzzy adaptive synchronization of time-reversed chaotic systems via a new adaptive control strategy

Information Sciences: an International Journal
A novel fuzzy Dempster-Shafer inference system for brain MRI segmentation

Information Sciences: an International Journal
Multi-adaptive neural-fuzzy system as a novel predictor of in-vivo blood side dialyser urea clearance

International Journal of Computer Applications in Technology
Enhancing web server relative delay services by an integrated SA-fuzzy logic controller

International Journal of Web Engineering and Technology
Using cross-entropy for satisfiability

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Rapid prototyping of semantic applications in smart spaces with a visual rule language

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Belief functions on distributive lattices

Artificial Intelligence
Knowledge-collector agents: Applying intelligent agents in marketing decisions with knowledge management approach

Knowledge-Based Systems
A novel belief rule base representation, generation and its inference methodology

Knowledge-Based Systems
The role of decision-making support systems in IT service management processes

Intelligent Decision Technologies - IT Service Management and Engineering: An Intelligent Decision-Making Support Systems Approach
A novel VLSI architecture for a fuzzy inference processor using Gaussian-shaped membership function

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A Fuzzy Qualitative Evaluation System: A multi-granular aggregation approach using fuzzy compound linguistic variable

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Abstract

The author presents a condensed exposition of some basic ideas underlying fuzzy logic and describes some representative applications. He covers basic principles; meaning representation and inference; basic rules of inference; and the linguistic variable and its application to fuzzy control.