Soft Computing and Fuzzy Logic

Authors:
Lotfi A. Zadeh
Affiliations:
-
Venue:
IEEE Software
Year:
1994

Citing 7
Cited 74

Fundamentals of fuzzy prolog

International Journal of Approximate Reasoning
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence

Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural-Network-Based Fuzzy Logic Control and Decision System

IEEE Transactions on Computers - Special issue on artificial neural networks
Fuzzy systems theory and its applications

Fuzzy systems theory and its applications
Genetic algorithms for fuzzy controllers

AI Expert
Gradual inference rules in approximate reasoning

Information Sciences: an International Journal
Fuzzy logic, neural networks, and soft computing

Communications of the ACM

Fuzzy graph based metamodeling

WSC '96 Proceedings of the 28th conference on Winter simulation
Semantic discrimination analysis for feature selection

SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Galois connection, formal concepts and Galois lattice in real relations: application in a real classifier

Journal of Systems and Software - Special issue on artificial and computational intelligence for decisions, control, and automation in engineering and industrial applications
On Measuring Uncertainty and Uncertainty-Based Information: Recent Developments

Annals of Mathematics and Artificial Intelligence
Human-centred Intelligent Systems and Soft Computing

BT Technology Journal
A Soft Computing Approach to Road Classification

Journal of Intelligent and Robotic Systems
Capturing and Tuning Nonlinear Characteristics of Economic Stabilization Systems by Fuzzy Control Techniques

Computational Economics
Learning and Rewriting in Fuzzy Rule Graphs

AGTIVE '99 Proceedings of the International Workshop on Applications of Graph Transformations with Industrial Relevance
Soft Computing Based Emotion/Intention Reading for Service Robot

AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Blend of soft computing techniques for effective human-machine interaction in service robotic systems

Fuzzy Sets and Systems - Special issue: Fuzzy set techniques for intelligent robotic systems
Knowledge discovery with words using Cartesian granule features: an analysis for classification problems

Data mining, rough sets and granular computing
STAR: A CASE Tool for Requirement Engineering

ASSET '98 Proceedings of the 1998 IEEE Workshop on Application - Specific Software Engineering and Technology
Rough Set Based Data Analysis in Goal Oriented Software Measurement

METRICS '96 Proceedings of the 3rd International Symposium on Software Metrics: From Measurement to Empirical Results
Intelligent Business Analytics — A Tool to Build Decision-Support Systems for eBusinesses

BT Technology Journal
SPIDA — A Novel Data Analysis Tool

BT Technology Journal
Automatic tuning of PID and gain scheduling PID controllers by a derandomized evolution strategy

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Fuzzy control of a multiple hearth furnace

Computers in Industry
Case-Based Reasoning: Concepts, Features and Soft Computing

Applied Intelligence
No Pervasive Computing without Intelligent Systems

BT Technology Journal
Automatic Intelligent Data Analysis in Sensor Networks for iSpace

BT Technology Journal
An on-line algorithm for creating self-organizing fuzzy neural networks

Neural Networks
Fuzzy Metagraph and Its Combination with the Indexing Approach in Rule-Based Systems

IEEE Transactions on Knowledge and Data Engineering
Computational Intelligence: Concepts to Implementations

Computational Intelligence: Concepts to Implementations
Post Data Mining Analysis for Decision Support through Econometrics

Information-Knowledge-Systems Management
Effective learning system techniques for human-robot interaction in service environment

Knowledge-Based Systems
A study on the modeling ability of the IDS method: A soft computing technique using pattern-based information processing

International Journal of Approximate Reasoning
A self-organizing fuzzy neural network and its applications to function approximation and forecast modeling

Neurocomputing
On heuristics as a fundamental constituent of soft computing

Fuzzy Sets and Systems
Financial distress prediction based on OR-CBR in the principle of k-nearest neighbors

Expert Systems with Applications: An International Journal
Interpretability constraints for fuzzy information granulation

Information Sciences: an International Journal
Utilization of soft computing to improve cooperative management efficiency

WSEAS Transactions on Circuits and Systems
Prediction of Pediatric Risk Using a Hybrid Model Based on Soft Computing Techniques

MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Flexural buckling load prediction of aluminium alloy columns using soft computing techniques

Expert Systems with Applications: An International Journal
Improving network intrusion detection through soft computing and natural immunology

ACS'08 Proceedings of the 8th conference on Applied computer scince
Employing artificial immunology and approximate reasoning models for enhanced network intrusion detection

WSEAS Transactions on Information Science and Applications
Fuzzy Logic, Soft Computing, and Applications

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
2009 Special Issue: Boosting feature selection for Neural Network based regression

Neural Networks
Eager interpretation of on-line hand-drawn structured documents: The DALI methodology

Pattern Recognition
Detection of Database Intrusion Using a Two-Stage Fuzzy System

ISC '09 Proceedings of the 12th International Conference on Information Security
OWA rough set model for forecasting the revenues growth rate of the electronic industry

Expert Systems with Applications: An International Journal
A neuro-fuzzy approach for prediction of human work efficiency in noisy environment

Applied Soft Computing
Developing a well-being monitoring system-Modeling and data analysis techniques

Applied Soft Computing
Looking for a good fuzzy system interpretability index: An experimental approach

International Journal of Approximate Reasoning
Fuzzy manual control of multi-robot system with built-in swarm behavior

HSI'09 Proceedings of the 2nd conference on Human System Interactions
A fuzzy expert system for noise-induced sleep disturbance

Expert Systems with Applications: An International Journal
Real-valued Choquet integrals with fuzzy-valued integrand

Fuzzy Sets and Systems
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy

Fuzzy Sets and Systems
Soft computing based formulation for strength enhancement of CFRP confined concrete cylinders

Advances in Engineering Software
A soft computing method for detecting lifetime building thermal insulation failures

Integrated Computer-Aided Engineering
Bio-inspired imprecise computational blocks for efficient VLSI implementation of soft-computing applications

IEEE Transactions on Circuits and Systems Part I: Regular Papers
A BCM theory of meta-plasticity for online self-reorganizing fuzzy-associative learning

IEEE Transactions on Neural Networks
An evolutionary-optimised artificial neural network approach for automatic appraisal of Jordanian lands and real properties

NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems
Secure and power saving routing protocol for wireless sensor networks

NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems
A power-efficient secure routing protocol for wireless sensor networks

WSEAS Transactions on Computers
Equivalences between neural-autoregressive time series models and fuzzy systems

IEEE Transactions on Neural Networks
Structuring ordered nominal data for event sequence discovery

Proceedings of the international conference on Multimedia
Fuzzy logic based layers 2 and 3 handovers in IEEE 802.16e network

Computer Communications
Online self-reorganizing neuro-fuzzy reasoning in interval-forecasting for financial time-series

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Modeling strength enhancement of FRP confined concrete cylinders using soft computing

Expert Systems with Applications: An International Journal
Development of an intelligent customised service system for contact centres

DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers
An approach of soft computing applications in clinical neurology

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Toward multimodal situated analysis

ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
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
Soft approaches to information access on the Web: An introduction to the special issue

Information Processing and Management: an International Journal
Fuzzy logic based smart Anaesthesia monitoring system in the operation theatre

WSEAS Transactions on Circuits and Systems
An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery

Expert Systems with Applications: An International Journal
Quantum mechanical approach to fuzzy logic modelling

Mathematical and Computer Modelling: An International Journal
The Fuzzy Revolution: Goodbye to the Aristotelian Weltanschauung

Artificial Intelligence in Medicine
Fuzzy-probabilistic multi agent system for breast cancer risk assessment and insurance premium assignment

Journal of Biomedical Informatics
Data driven modeling based on dynamic parsimonious fuzzy neural network

Neurocomputing
Review: Soft computing applications in customer segmentation: State-of-art review and critique

Expert Systems with Applications: An International Journal
Survey An appraisal and design of a multi-agent system based cooperative wireless intrusion detection computational intelligence technique

Engineering Applications of Artificial Intelligence
An integration of fuzzy inference systems and Genetic Algorithms for Wireless Sensor Networks

International Journal of Hybrid Intelligent Systems
A fast learnt fuzzy neural network for huge scale discrete data function approximation and prediction

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

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Abstract

Discusses soft computing, a collection of methodologies that aim to exploit the tolerance for imprecision and uncertainty to achieve tractability, robustness, and low solution cost. Its principal constituents are fuzzy logic, neurocomputing, and probabilistic reasoning. Soft computing is likely to play an increasingly important role in many application areas, including software engineering. The role model for soft computing is the human mind.