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
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
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.
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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
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
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