Jerry M. Mendel

Orcid: 0000-0001-6377-2452

Affiliations:
  • University of Southern California, Los Angeles, USA


According to our database1, Jerry M. Mendel authored at least 254 papers between 1966 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 1978, "For contributions to system identification, state estimation, and their application to aerospace technology.".

Timeline

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Bibliography

2024
A Non-Iterative Quantum Computation for Karnik-Mendel Algorithms.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Type-1 and Interval Type-2 Fuzzy Systems [AI- eXplained].
IEEE Comput. Intell. Mag., February, 2023

2022
Fuzzy-System Kernel Machines: A Kernel Method Based on the Connections Between Fuzzy Inference Systems and Kernel Machines.
IEEE Trans. Fuzzy Syst., 2022

Uncertain knowledge representation and reasoning with linguistic belief structures.
Inf. Sci., 2022

On computing the similarity of trapezoidal fuzzy sets using an Automated Area Method.
Inf. Sci., 2022

Multimodal Transformer for Parallel Concatenated Variational Autoencoders.
CoRR, 2022

2021
Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications.
IEEE Trans. Fuzzy Syst., 2021

Towards Systematic Design of General Type-2 Fuzzy Logic Controllers: Analysis, Interpretation, and Tuning.
IEEE Trans. Fuzzy Syst., 2021

Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2021

A Comprehensive Study of the Efficiency of Type-Reduction Algorithms.
IEEE Trans. Fuzzy Syst., 2021

Non-singleton fuzzification made simpler.
Inf. Sci., 2021

A Python Software Library for Computing with Words and Perceptions.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Patch Learning.
IEEE Trans. Fuzzy Syst., 2020

Person Footprint of Uncertainty-Based CWW Model for Power Optimization in Handheld Devices.
IEEE Trans. Fuzzy Syst., 2020

Comparing Performance Potentials of Classical and Intuitionistic Fuzzy Systems in Terms of Sculpting the State Space.
IEEE Trans. Fuzzy Syst., 2020

Comparing the Performance Potentials of Singleton and Non-singleton Type-1 and Interval Type-2 Fuzzy Systems in Terms of Sculpting the State Space.
IEEE Trans. Fuzzy Syst., 2020

Alpha-cut representation used for defuzzification in rule-based systems.
Fuzzy Sets Syst., 2020

A Design Approach for General Type-2 Fuzzy Logic Controllers with an Online Scheduling Mechanism.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Human-Inspired - Zadeh - Sets and Logic.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Connections Between Fuzzy Inference Systems and Kernel Machines.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Similarity Measures for Closed General Type-2 Fuzzy Sets: Overview, Comparisons, and a Geometric Approach.
IEEE Trans. Fuzzy Syst., 2019

Comparing the Performance Potentials of Interval and General Type-2 Rule-Based Fuzzy Systems in Terms of Sculpting the State Space.
IEEE Trans. Fuzzy Syst., 2019

Adaptive variable-structure basis function expansions: Candidates for machine learning.
Inf. Sci., 2019

Intuitionistic Fuzzy Hybrid Weighted Arithmetic Mean and Its Application in Decision Making.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

Recommendations on designing practical interval type-2 fuzzy systems.
Eng. Appl. Artif. Intell., 2019

Type-2 Fuzzy Sets as Well as Computing with Words.
IEEE Comput. Intell. Mag., 2019

2018
User-Satisfaction-Aware Power Management in Mobile Devices Based on Perceptual Computing.
IEEE Trans. Fuzzy Syst., 2018

Explaining the Performance Potential of Rule-Based Fuzzy Systems as a Greater Sculpting of the State Space.
IEEE Trans. Fuzzy Syst., 2018

A Comment on "A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm".
IEEE Trans. Fuzzy Syst., 2018

A new method for calibrating the fuzzy sets used in fsQCA.
Inf. Sci., 2018

The Perceptual Computer: the Past, Up to the Present, and Into the Future.
Inform. Spektrum, 2018

Multicriteria decision making based on intuitionistic fuzzy prioritized arithmetic mean.
Int. J. Intell. Syst., 2018

2017
Critique of "A New Look at Type-2 Fuzzy Sets and Type-2 Fuzzy Logic Systems".
IEEE Trans. Fuzzy Syst., 2017

2016
Fuzzy Opinion Networks: A Mathematical Framework for the Evolution of Opinions and Their Uncertainties Across Social Networks.
IEEE Trans. Fuzzy Syst., 2016

Comments on "Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Towards a Wide View on Their Relationship".
IEEE Trans. Fuzzy Syst., 2016

Encoding Words Into Normal Interval Type-2 Fuzzy Sets: HM Approach.
IEEE Trans. Fuzzy Syst., 2016

On clarifying some definitions and notations used for type-2 fuzzy sets as well as some recommended changes.
Inf. Sci., 2016

Maclaurin series expansion complexity-reduced center of sets type-reduction + defuzzification for interval type-2 fuzzy systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Advanced Computing with Words: Status and Challenges.
Proceedings of the Towards the Future of Fuzzy Logic, 2015

On Type-Reduction Versus Direct Defuzzification for Type-2 Fuzzy Logic Systems.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

On the justification to use a novel simplified interval type-2 fuzzy logic system.
J. Intell. Fuzzy Syst., 2015

Critique of "Footprint of uncertainty for type-2 fuzzy sets" [9].
Inf. Sci., 2015

Type-2 Fuzzy Sets and Systems: a Retrospective.
Inform. Spektrum, 2015

2014
On Advanced Computing With Words Using the Generalized Extension Principle for Type-1 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2014

On Computing Normalized Interval Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2014

General Type-2 Fuzzy Logic Systems Made Simple: A Tutorial.
IEEE Trans. Fuzzy Syst., 2014

On establishing nonlinear combinations of variables from small to big data for use in later processing.
Inf. Sci., 2014

Similarity measures for general type-2 fuzzy sets based on the α-plane representation.
Inf. Sci., 2014

On a Novel Way of Processing Data that Uses Fuzzy Sets for Later Use in Rule-Based Regression and Pattern Classification.
Int. J. Fuzzy Log. Intell. Syst., 2014

Designing practical interval type-2 fuzzy logic systems made simple.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Determining interval type-2 fuzzy set models for words using data collected from one subject: Person FOUs.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Non-linear Variable Structure Regression (VSR) and its application in time-series forecasting.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Fuzzy networks: What happens when fuzzy people are connected through social networks.
Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014

2013
Interval Type-2 Fuzzy Logic Systems and Perceptual Computers: Their Similarities and Differences.
Proceedings of the Advances in Type-2 Fuzzy Sets and Systems - Theory and Applications, 2013

The Essence of Fuzzy Set Qualitative Comparative Analysis (fsQCA).
Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

Simplified Interval Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2013

On KM Algorithms for Solving Type-2 Fuzzy Set Problems.
IEEE Trans. Fuzzy Syst., 2013

Novel Weighted Averages versus Normalized Sums in Computing with Words.
Inf. Sci., 2013

Theoretical aspects of Fuzzy Set Qualitative Comparative Analysis (fsQCA).
Inf. Sci., 2013

Modeling linguistic probabilities and linguistic quantifiers using interval type-2 fuzzy sets.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Fuzzy Love Selection by means of Perceptual Computing.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Linguistic Weighted Standard Deviation.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Advanced computing with words using syllogistic reasoning and arithmetic operations on linguistic belief structures.
Proceedings of the FUZZ-IEEE 2013, 2013

Type-2 Fuzzy Sets and Beyond.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2, 2013

2012
Comment on "Toward General Type-2 Fuzzy Logic Systems Based on zSlices".
IEEE Trans. Fuzzy Syst., 2012

Enhanced Centroid-Flow Algorithm for Computing the Centroid of General Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2012

Enhanced Interval Approach for Encoding Words Into Interval Type-2 Fuzzy Sets and Its Convergence Analysis.
IEEE Trans. Fuzzy Syst., 2012

Charles Ragin's Fuzzy Set Qualitative Comparative Analysis (fsQCA) used for linguistic summarizations.
Inf. Sci., 2012

Analytical solution methods for the fuzzy weighted average.
Inf. Sci., 2012

Study on enhanced Karnik-Mendel algorithms: Initialization explanations and computation improvements.
Inf. Sci., 2012

Challenges for Perceptual Computer Applications and How They Were Overcome.
IEEE Comput. Intell. Mag., 2012

A new method for managing the uncertainties in evaluating multi-person multi-criteria location choices, using a perceptual computer.
Ann. Oper. Res., 2012

Rule-based fuzzy systems with weighted power mean firing operator as universal approximators.
Proceedings of the FUZZ-IEEE 2012, 2012

Lower and upper probability calculations using compatibility measures for solving Zadeh's challenge problems.
Proceedings of the FUZZ-IEEE 2012, 2012

New closed-form solutions for Karnik-Mendel algorithm+defuzzification of an interval type-2 fuzzy set.
Proceedings of the FUZZ-IEEE 2012, 2012

Plotting 2-1/2 D figures for general type-2 fuzzy sets by hand or by PowerPoint.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Design of Novel Interval Type-2 Fuzzy Controllers for Modular and Reconfigurable Robots: Theory and Experiments.
IEEE Trans. Ind. Electron., 2011

Computing the Centroid of a General Type-2 Fuzzy Set by Means of the Centroid-Flow Algorithm.
IEEE Trans. Fuzzy Syst., 2011

On the Continuity of Type-1 and Interval Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2011

Linguistic Summarization Using IF-THEN Rules and Interval Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2011

Connect Karnik-Mendel Algorithms to Root-Finding for Computing the Centroid of an Interval Type-2 Fuzzy Set.
IEEE Trans. Fuzzy Syst., 2011

Reflections on some important contributions made by Lotfi A. Zadeh that have impacted my own research.
Sci. Iran., 2011

Uncertainty measures for general Type-2 fuzzy sets.
Inf. Sci., 2011

On the robustness of Type-1 and Interval Type-2 fuzzy logic systems in modeling.
Inf. Sci., 2011

Some extensions of the karnik-mendel algorithms for computing an interval type-2 fuzzy set centroid.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

A Non-Singleton Interval Type-2 Fuzzy Logic System for universal image noise removal using Quantum-behaved Particle Swarm Optimization.
Proceedings of the FUZZ-IEEE 2011, 2011

Solving Zadeh's Magnus challenge problem on linguistic probabilities via Linguistic Weighted Averages.
Proceedings of the FUZZ-IEEE 2011, 2011

On the geometry of join and meet calculations for general type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
On the Stability of Interval Type-2 TSK Fuzzy Logic Control Systems.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Computing With Words for Hierarchical Decision Making Applied to Evaluating a Weapon System.
IEEE Trans. Fuzzy Syst., 2010

Foreword to the Special Section on Computing With Words.
IEEE Trans. Fuzzy Syst., 2010

Comments on "alpha -Plane Representation for Type-2 Fuzzy Sets: Theory and Applications".
IEEE Trans. Fuzzy Syst., 2010

What Computing with Words Means to Me [Discussion Forum].
IEEE Comput. Intell. Mag., 2010

Type-2 Fuzzy Sets, A Tribal Parody [Discussion Forum].
IEEE Comput. Intell. Mag., 2010

Interval Type-2 Fuzzy Logic System versus Perceptual Computer: Similarities and Differences.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Centroid of a general type-2 fuzzy set computed by means of the centroid-flow algorithm.
Proceedings of the FUZZ-IEEE 2010, 2010

Linguistic summarization using IF-THEN rules.
Proceedings of the FUZZ-IEEE 2010, 2010

Efficient algorithms for computing a class of subsethood and similarity measures for interval type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2010, 2010

Social Judgment Advisor: An application of the Perceptual Computer.
Proceedings of the FUZZ-IEEE 2010, 2010

Ordered fuzzy weighted averages and ordered linguistic weighted averages.
Proceedings of the FUZZ-IEEE 2010, 2010

Examining the continuity of type-1 and interval type-2 fuzzy logic systems.
Proceedings of the FUZZ-IEEE 2010, 2010

A quantitative comparison of interval type-2 and type-1 fuzzy logic systems: First results.
Proceedings of the FUZZ-IEEE 2010, 2010

Evaluating location choices using Perceptual Computer approach.
Proceedings of the FUZZ-IEEE 2010, 2010

Enhanced Interval Approach for encoding words into interval type-2 fuzzy sets and convergence of the word FOUs.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Fuzzy Logic, Type-2 andUncertainty.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Perceptual Reasoning for Perceptual Computing: A Similarity-Based Approach.
IEEE Trans. Fuzzy Syst., 2009

Enhanced Karnik-Mendel Algorithms.
IEEE Trans. Fuzzy Syst., 2009

Alpha -Plane Representation for Type-2 Fuzzy Sets: Theory and Applications.
IEEE Trans. Fuzzy Syst., 2009

A comparative study of ranking methods, similarity measures and uncertainty measures for interval type-2 fuzzy sets.
Inf. Sci., 2009

On answering the question "Where do I start in order to solve a new problem involving interval type-2 fuzzy sets?".
Inf. Sci., 2009

Historical reflections and new positions on perceptual computing.
Fuzzy Optim. Decis. Mak., 2009

Obtaining an FOU for a Word from a Single Subject by an Individual Interval Approach.
Proceedings of the IEEE International Conference on Systems, 2009

A Practical Approach for Design of PD and PI Like Interval Type-2 TSK Fuzzy Controllers.
Proceedings of the IEEE International Conference on Systems, 2009

Similarity-based perceptual reasoning for perceptual computing.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Corrections to "Aggregation Using the Linguistic Weighted Average and Interval Type-2 Fuzzy Sets".
IEEE Trans. Fuzzy Syst., 2008

Perceptual Reasoning for Perceptual Computing.
IEEE Trans. Fuzzy Syst., 2008

Encoding Words Into Interval Type-2 Fuzzy Sets Using an Interval Approach.
IEEE Trans. Fuzzy Syst., 2008

Aggregation Using the Fuzzy Weighted Average as Computed by the Karnik-Mendel Algorithms.
IEEE Trans. Fuzzy Syst., 2008

A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets.
Inf. Sci., 2008

Perceptual reasoning using interval type-2 fuzzy sets: Properties.
Proceedings of the FUZZ-IEEE 2008, 2008

On new quasi-type-2 fuzzy logic systems.
Proceedings of the FUZZ-IEEE 2008, 2008

Stability analysis of type-2 fuzzy systems.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Aggregation Using the Linguistic Weighted Average and Interval Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2007

Classification of Battlefield Ground Vehicles Using Acoustic Features and Fuzzy Logic Rule-Based Classifiers.
IEEE Trans. Fuzzy Syst., 2007

Type-2 Fuzzistics for Nonsymmetric Interval Type-2 Fuzzy Sets: Forward Problems.
IEEE Trans. Fuzzy Syst., 2007

Type-2 Fuzzistics for Symmetric Interval Type-2 Fuzzy Sets: Part 2, Inverse Problems.
IEEE Trans. Fuzzy Syst., 2007

Super-Exponential Convergence of the Karnik-Mendel Algorithms for Computing the Centroid of an Interval Type-2 Fuzzy Set.
IEEE Trans. Fuzzy Syst., 2007

Uncertainty measures for interval type-2 fuzzy sets.
Inf. Sci., 2007

New results about the centroid of an interval type-2 fuzzy set, including the centroid of a fuzzy granule.
Inf. Sci., 2007

Computing with words and its relationships with fuzzistics.
Inf. Sci., 2007

Advances in type-2 fuzzy sets and systems.
Inf. Sci., 2007

Society Briefs.
IEEE Comput. Intell. Mag., 2007

Computing with Words: Zadeh, Turing, Popper and Occam.
IEEE Comput. Intell. Mag., 2007

Type-2 Fuzzy Sets and Systems: An Overview [corrected reprint].
IEEE Comput. Intell. Mag., 2007

Type-2 fuzzy sets and systems: an overview.
IEEE Comput. Intell. Mag., 2007

A Vector Similarity Measure for Type-1 Fuzzy Sets.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Perceptual Reasoning: A New Computing with Words Engine.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

A Vector Similarity Measure for Interval Type-2 Fuzzy Sets.
Proceedings of the FUZZ-IEEE 2007, 2007

An Interval Approach to Fuzzistics for Interval Type-2 Fuzzy Sets.
Proceedings of the FUZZ-IEEE 2007, 2007

Cardinality, Fuzziness, Variance and Skewness of Interval Type-2 Fuzzy Sets.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006
Type-2 Fuzzistics for Symmetric Interval Type-2 Fuzzy Sets: Part 1, Forward Problems.
IEEE Trans. Fuzzy Syst., 2006

Interval Type-2 Fuzzy Logic Systems Made Simple.
IEEE Trans. Fuzzy Syst., 2006

Type-2 fuzzy sets for computing with words.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

The Linguistic Weighted Average.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Super-Exponential Convergence of the Karnik-Mendel Algorithms Used for Type-reduction in Interval Type-2 Fuzzy Logic Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

The Extended Sup-Star Composition for Type-2 Fuzzy Sets Made Simple.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
On a 50% savings in the computation of the centroid of a <i>symmetrical</i> interval type-2 fuzzy set.
Inf. Sci., 2005

Properties of the Centroid of an Interval Type-2 Fuzzy Set, Including the Centroid of a Fuzzy Granule.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
On choosing models for linguistic connector words for Mamdani fuzzy logic systems.
IEEE Trans. Fuzzy Syst., 2004

Computing derivatives in interval type-2 fuzzy logic systems.
IEEE Trans. Fuzzy Syst., 2004

Antecedent connector word models for interval type-2 fuzzy logic systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Reduction of fuzzy systems through open product analysis of genetic algorithm-generated fuzzy rule sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Centroid uncertainty bounds for interval type-2 fuzzy sets: forward and inverse problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Choosing linguistic connector word models for Mamdani fuzzy logic systems.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Type-2 fuzzy logic made simple.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Modulated reasoning for Mamdani fuzzy systems: singleton fuzzification.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Fuzzy sets for words: a new beginning.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems.
IEEE Trans. Fuzzy Syst., 2002

Type-2 fuzzy sets made simple.
IEEE Trans. Fuzzy Syst., 2002

Uncertainty versus choice in rule-based fuzzy logic systems.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
A subspace-based direction finding algorithm using fractional lower order statistics.
IEEE Trans. Signal Process., 2001

MPEG VBR video traffic modeling and classification using fuzzy technique.
IEEE Trans. Fuzzy Syst., 2001

Centroid of a type-2 fuzzy set.
Inf. Sci., 2001

Operations on type-2 fuzzy sets.
Fuzzy Sets Syst., 2001

Introduction to Uncertainty bounds and Their Use in the Design of Interval Type-2 Fuzzy Logic Systems.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Uncertain Rule-Based Fuzzy Logic Systems for Wireless Communications.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

The Perceptual Computer: An Architecture for Computing with Words.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems.
IEEE Trans. Syst. Man Cybern. Part C, 2000

The hysteretic Hopfield neural network.
IEEE Trans. Neural Networks Learn. Syst., 2000

Equalization of nonlinear time-varying channels using type-2 fuzzy adaptive filters.
IEEE Trans. Fuzzy Syst., 2000

Interval type-2 fuzzy logic systems: theory and design.
IEEE Trans. Fuzzy Syst., 2000

Maximum-likelihood classification for digital amplitude-phase modulations.
IEEE Trans. Commun., 2000

Uncertainty, fuzzy logic, and signal processing.
Signal Process., 2000

Designing interval type-2 fuzzy logic systems using an SVD-QR method: Rule reduction.
Int. J. Intell. Syst., 2000

Decision feedback equalizer for nonlinear time-varying channels using type-2 fuzzy adaptive filters.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

Interval type-2 fuzzy logic systems.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999
Application of cumulants to array signal processing .V. Sensitivity issues.
IEEE Trans. Signal Process., 1999

Applications of cumulants to array processing. Part VI. Polarization and direction of arrival estimation with minimally constrained arrays.
IEEE Trans. Signal Process., 1999

A fuzzy logic method for modulation classification in nonideal environments.
IEEE Trans. Fuzzy Syst., 1999

Comments on "William E. Combs: Combinatorial rule explosion eliminated by a fuzzy rule configuration" [and reply].
IEEE Trans. Fuzzy Syst., 1999

Type-2 fuzzy logic systems.
IEEE Trans. Fuzzy Syst., 1999

Establishing academic programs in integrated media systems.
IEEE Signal Process. Mag., 1999

Cumulant-based subspace tracking.
Signal Process., 1999

Applications of Type-2 Fuzzy Logic Systems to Forecasting of Time-series.
Inf. Sci., 1999

1998
Azimuth and elevation direction finding using arbitrary array geometries.
IEEE Trans. Signal Process., 1998

Errata To "Nonsingleton Fuzzy Logic Systems: Theory And Applications".
IEEE Trans. Fuzzy Syst., 1998

Authors' Reply.
IEEE Trans. Fuzzy Syst., 1998

Type-2 fuzzy logic systems: type-reduction.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Applications of cumulants to array processing. IV. Direction finding in coherent signals case.
IEEE Trans. Signal Process., 1997

Applications of cumulants to array processing. III. Blind beamforming for coherent signals.
IEEE Trans. Signal Process., 1997

Dynamic non-Singleton fuzzy logic systems for nonlinear modeling.
IEEE Trans. Fuzzy Syst., 1997

Nonsingleton fuzzy logic systems: theory and application.
IEEE Trans. Fuzzy Syst., 1997

A Singular-Value-QR Decomposition Based Method for Training Fuzzy Logic Systems in Uncertain Environments.
J. Intell. Fuzzy Syst., 1997

1996
Blind deconvolution (equalization): Some new results.
Signal Process., 1996

Two-Pass Orthogonal Least-Squares Algorithm to Train and Reduce the Complexity of Fuzzy Logic Systems.
J. Intell. Fuzzy Syst., 1996

1995
Applications of cumulants to array processing - II. Non-Gaussian noise suppression.
IEEE Trans. Signal Process., 1995

Applications of cumulants to array processing - I. Aperture extension and array calibration.
IEEE Trans. Signal Process., 1995

Fuzzy basis functions: comparisons with other basis functions.
IEEE Trans. Fuzzy Syst., 1995

Fuzzy logic systems for engineering: a tutorial.
Proc. IEEE, 1995

Optimum cumulant-based blind beamforming for coherent signals and interferences.
Proceedings of the 1995 International Conference on Acoustics, 1995

Nonlinear time-series analysis with non-singleton fuzzy logic systems.
Proceedings of the IEEE/IAFE 1995 Computational Intelligence for Financial Engineering, 1995

1994
First break refraction event picking using fuzzy logic systems.
IEEE Trans. Fuzzy Syst., 1994

Optimality tests for the fuzzy <i>c</i>-means algorithm.
Pattern Recognit., 1994

1993
Fuzzy adaptive filters, with application to nonlinear channel equalization.
IEEE Trans. Fuzzy Syst., 1993

Relative sufficiency.
IEEE Trans. Autom. Control., 1993

Signal processing with higher-order spectra.
IEEE Signal Process. Mag., 1993

1992
Generating fuzzy rules by learning from examples.
IEEE Trans. Syst. Man Cybern., 1992

Fuzzy basis functions, universal approximation, and orthogonal least-squares learning.
IEEE Trans. Neural Networks, 1992

Parallel Structured Networks for Solving a Wide Variety of Matrix Algebra Problems.
J. Parallel Distributed Comput., 1992

A fuzzy approach to hand-written rotation-invariant character recognition.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Assessment of cumulant-based approaches to harmonic retrieval.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Real-time robust pitch detector.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Cumulant-based approach to harmonic retrieval and related problems.
IEEE Trans. Signal Process., 1991

The constrained total least squares technique and its applications to harmonic superresolution.
IEEE Trans. Signal Process., 1991

Cumulant-based parameter estimation using structured networks.
IEEE Trans. Neural Networks, 1991

Identifiability in wind estimation from scatterometer measurements.
IEEE Trans. Geosci. Remote. Sens., 1991

Three-Dimensional Structured Networks for Matrix Equation Solving.
IEEE Trans. Computers, 1991

Tutorial on higher-order statistics (spectra) in signal processing and system theory: theoretical results and some applications.
Proc. IEEE, 1991

Adaptive minimum prediction-error deconvolution and wavelet estimation using Hopfield neural networks.
Proceedings of the 1991 International Conference on Acoustics, 1991

A higher-order moment formula for non-zero-mean AR processes.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
ARMA parameter estimation using only output cumulants.
IEEE Trans. Acoust. Speech Signal Process., 1990

Cumulant-based order determination of non-Gaussian ARMA models.
IEEE Trans. Acoust. Speech Signal Process., 1990

Linear modeling of multidimensional non-gaussian processes using cumulants.
Multidimens. Syst. Signal Process., 1990

Structured trainable networks for matrix algebra.
Proceedings of the IJCNN 1990, 1990

Cumulant-based parameter estimation using neural networks.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Closed-form recursive estimation of MA coefficients using autocorrelations and third-order cumulants.
IEEE Trans. Acoust. Speech Signal Process., 1989

Identification of nonminimum phase systems using higher order statistics.
IEEE Trans. Acoust. Speech Signal Process., 1989

Maximum a posteriori estimation of multichannel Bernoulli-Gaussian sequences.
IEEE Trans. Inf. Theory, 1989

Simultaneous Optimal Segmentation and Model Estimation of Nonstationary Noisy Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Computation of cumulants of ARMA processes.
Proceedings of the IEEE International Conference on Acoustics, 1989

A unified approach to modeling multichannel ARMA processes.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
Optimal simultaneous detection and estimation of filtered discrete semi-Markov chains.
IEEE Trans. Inf. Theory, 1988

An artificial neural minimum-variance estimator.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Cumulant-based approach to the harmonic retrieval problem.
Proceedings of the IEEE International Conference on Acoustics, 1988

Adaptive system identification using cumulants.
Proceedings of the IEEE International Conference on Acoustics, 1988

Cumulant based parameter estimation of multichannel moving-average processes.
Proceedings of the IEEE International Conference on Acoustics, 1988

Maximum entropy extrapolation of cumulant statistics: linear processes.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
Semi-Markov random field models for image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 1987

A fast prediction-error detector for estimating sparse-spike sequences.
Proceedings of the IEEE International Conference on Acoustics, 1987

ARMA Modeling using cumulant and autocorrelation statistics.
Proceedings of the IEEE International Conference on Acoustics, 1987

Constrained total least squares.
Proceedings of the IEEE International Conference on Acoustics, 1987

1986
General problems of minimum-variance recursive waveshaping.
IEEE Trans. Acoust. Speech Signal Process., 1986

One-dimensional normal-incidence inversion: A solution procedure for band-limited and noisy data.
Proc. IEEE, 1986

1985
Viterbi algorithm detector for Bernoulli-Gaussian processes.
IEEE Trans. Acoust. Speech Signal Process., 1985

A fast maximum-likelihood estimation and detection algorithm for Bernoulli-Gaussian processes.
Proceedings of the IEEE International Conference on Acoustics, 1985

1984
Improved maximum-likelihood detection and estimation of Bernoulli-Gaussian processes.
IEEE Trans. Inf. Theory, 1984

Performance of minimum-variance deconvolution filter.
Proceedings of the IEEE International Conference on Acoustics, 1984

1983
2-D non-causal systems: State space modeling for half-plane support.
Proceedings of the IEEE International Conference on Acoustics, 1983

1982
Maximum likelihood detection and estimation of Bernoulli - Gaussian processes.
IEEE Trans. Inf. Theory, 1982

Minimum-variance and maximum-likelihood recursive waveshaping.
Proceedings of the IEEE International Conference on Acoustics, 1982

1978
Recursive derivation of reflection coefficients from noisy seismic data.
Proceedings of the IEEE International Conference on Acoustics, 1978

1972
Identification of decomposable time-varying parameters by means of gradient algorithms.
Inf. Sci., 1972

1968
Gradient, error-correction identification algorithms.
Inf. Sci., 1968

1966
A Unified Approach to the Synthesis of Orthonormal Exponential Functions Useful in Systems Analysis.
IEEE Trans. Syst. Sci. Cybern., 1966


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