Fuzzy Models and Algorithms for Pattern Recognition and Image Processing

Multiresolution-based segmentation of calcifications for the early detection of breast cancer

Real-Time Imaging

Redefining Clustering for High-Dimensional Applications

IEEE Transactions on Knowledge and Data Engineering

Clustering incomplete relational data using the non-Euclidean relational fuzzy c-means algorithm

Pattern Recognition Letters

Speeding up fuzzy c-means: using a hierarchical data organisation to control the precision of membership calculation

Fuzzy Sets and Systems - Clustering and modeling

Adaptation and learning of a fuzzy system by nearest neighbor clustering

Fuzzy Sets and Systems - Information processing

Rough-fuzzy functions in classification

Fuzzy Sets and Systems

Classification and Localisation of Diabetic-Related Eye Disease

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV

Proportional Membership in Fuzzy Clustering as a Model of Ideal Types

EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving

Concepts Learning with Fuzzy Clustering and Relevance Feedback

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition

Some Notes on Twenty One (21) Nearest Prototype Classifiers

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Static Field Approach for Pattern Classification

Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World

Evolutionary Subsethood Product Fuzzy Neural Network

AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing

Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting

MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems

Visual cluster validity for prototype generator clustering models

Pattern Recognition Letters

Feature selection based on a modified fuzzy C-means algorithm with supervision

Information Sciences—Informatics and Computer Science: An International Journal

Fuzzy logic methods in recommender systems

Fuzzy Sets and Systems - Theme: Multicriteria decision

Fuzzy cluster validation index based on inter-cluster proximity

Pattern Recognition Letters

Editorial: fuzzy set and possibility theory-based methods in artificial intelligence

Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence

Exploratory analysis of fMRI data by fuzzy clustering: philosophy, strategy, tactics, implementation

Exploratory analysis and data modeling in functional neuroimaging

Convergence of alternating optimization

Neural, Parallel & Scientific Computations

A Human-Computer Interactive Method for Projected Clustering

IEEE Transactions on Knowledge and Data Engineering

Clustering interval-valued proximity data using belief functions

Pattern Recognition Letters

A novel initialization scheme for the fuzzy c-means algorithm for color clustering

Pattern Recognition Letters

Soft Aggregation Methods in Case Based Reasoning

Applied Intelligence

Retrieval of 3D objects by visual similarity

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval

Similarity-driven cluster merging method for unsupervised fuzzy clustering

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

Fuzzy clustering of categorical data using fuzzy centroids

Pattern Recognition Letters

A cluster validation index for GK cluster analysis based on relative degree of sharing

Information Sciences—Informatics and Computer Science: An International Journal

A kernel-based subtractive clustering method

Pattern Recognition Letters

Robust centroids using fuzzy clustering with feature partitions

Pattern Recognition Letters

Robust growing neural gas algorithm with application in cluster analysis

Neural Networks - 2004 Special issue: New developments in self-organizing systems

Content-based retrieval of 3D models

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

New indices for cluster validity assessment

Pattern Recognition Letters

Interpretation of clusters in the framework of shadowed sets

Pattern Recognition Letters

Parameter selection for suppressed fuzzy c-means with an application to MRI segmentation

Pattern Recognition Letters

Approximate data mining in very large relational data

ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49

Projected clustering for categorical datasets

Pattern Recognition Letters

An objective approach to cluster validation

Pattern Recognition Letters

Constraint-based fuzzy models for an environment with heterogeneous information-granules

Journal of Computer Science and Technology - Special section on China AVS standard

Fuzzy decision making in embedded system design

CODES+ISSS '06 Proceedings of the 4th international conference on Hardware/software codesign and system synthesis

A novel approach to fuzzy clustering based on a dissimilarity relation extracted from data using a TS system

Pattern Recognition

A curve tracing algorithm using level set based affine transform

Pattern Recognition Letters

Fuzzy image processing scheme for autonomous navigation of human blind

Applied Soft Computing

Estimating the concentration of optically active constituents of sea water by Takagi-Sugeno models with quadratic rule consequents

Pattern Recognition

Improving RBF networks performance in regression tasks by means of a supervised fuzzy clustering

Neurocomputing

Building contextual classifiers by integrating fuzzy rule based classification technique and k-nn method for credit scoring

Advanced Engineering Informatics

Short communication: Psychology with soft computing: An integrated approach and its applications

Applied Soft Computing

Unsupervised fuzzy learning and cluster seeking

Intelligent Data Analysis

Determining appropriate membership functions to simplify fuzzy induction

Intelligent Data Analysis

Computation of consensus hydrophobicity scales with self-organizing maps and fuzzy clustering along with applications to protein fold prediction

Neural, Parallel & Scientific Computations

ECM: An evidential version of the fuzzy c-means algorithm

Pattern Recognition

Dynamic modular fuzzy neural classifier with tree-based structure identification

Neurocomputing

Is there a need for fuzzy logic?

Information Sciences: an International Journal

Clustering of plugging behavior in screening room of CTMP plant

FS'06 Proceedings of the 7th WSEAS International Conference on Fuzzy Systems

The hybrid genetic fuzzy C-means: a reasoned implementation

FS'06 Proceedings of the 7th WSEAS International Conference on Fuzzy Systems

Application of fuzzy c-means clustering in power system model reduction for controller design

CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics

A k-order fuzzy OR operator for pattern classification with k -order ambiguity rejection

Fuzzy Sets and Systems

Robust fuzzy clustering using mixtures of Student's-t distributions

Pattern Recognition Letters

Preprocessing enhancements to improve data mining algorithms

International Journal of Business Intelligence and Data Mining

Cancer classification using kernelized fuzzy C-means

FS'08 Proceedings of the 9th WSEAS International Conference on Fuzzy Systems

Density Based Fuzzy Membership Functions in the Context of Geocomputation

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

Strict Generalization in Multilayered Perceptron Networks

IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing

Formulation of Fuzzy c-Means Clustering Using Calculus of Variations

MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence

Algorithms for Sequential Extraction of Clusters by Possibilistic Clustering

MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence

Robust Color Classification Using Fuzzy Reasoning and Genetic Algorithms in RoboCup Soccer Leagues

RoboCup 2007: Robot Soccer World Cup XI

Fuzzy Regions for Handling Uncertainty in Remote Sensing Image Segmentation

ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I

From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Regression Modeling with Fuzzy Relations

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Classification Model for Estimation of Risk Factors in Cardiological Diagnostics

AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications

Clustering Likelihood Curves: Finding Deviations from Single Clusters

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems

On the compactness of admissible transformations of fuzzy partitions in terms of T -equivalence relations

Fuzzy Sets and Systems

Variable Based Fuzzy Blocking Regression Model

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

A novel fast Kolmogorov's spline complex network for pattern detection

WSEAS TRANSACTIONS on SYSTEMS

Image thresholding by variational minimax optimization

Pattern Recognition

Determination of management zones for a tobacco field based on soil fertility

Computers and Electronics in Agriculture

A novel fast Kolmogorov's spline complex network for pattern detection

SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization

Clustering analysis of the seismic catalog of Iran

Computers & Geosciences

Fuzzy cluster stability analysis with missing values using resampling

International Journal of Bioinformatics Research and Applications

Direct Coherency Identification of Synchronous Generators in Taiwan Power System Based on Fuzzy c-Means Clustering

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

FReBIR: An image retrieval system based on fuzzy region matching

Computer Vision and Image Understanding

Fuzzy segmentation of endorrhachis in magnetic resonance images and its fuzzy maximum intensity projection

Applied Soft Computing

RECM: Relational evidential c-means algorithm

Pattern Recognition Letters

Fuzzy Radial Basis Function Neural Networks with Information Granulation and Its Genetic Optimization

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II

An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes

Proceedings of the 2006 conference on Artificial Intelligence Research and Development

Assessing the aggregation of parameterized imprecise classification

Proceedings of the 2006 conference on Artificial Intelligence Research and Development

Belief Functions and Cluster Ensembles

ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Data mining in forecasting PVT correlations of crude oil systems based on Type1 fuzzy logic inference systems

Computers & Geosciences

Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII

Accelerating fuzzy clustering

Information Sciences: an International Journal

Is VAT really single linkage in disguise?

Annals of Mathematics and Artificial Intelligence

Extending fuzzy and probabilistic clustering to very large data sets

Computational Statistics & Data Analysis

Data analysis with fuzzy clustering methods

Computational Statistics & Data Analysis

Elliptical anomalies in wireless sensor networks

ACM Transactions on Sensor Networks (TOSN)

Factor analysis latent subspace modeling and robust fuzzy clustering using t-distributions

IEEE Transactions on Fuzzy Systems

Density-weighted fuzzy c-means clustering

IEEE Transactions on Fuzzy Systems

A segmentation method for images compressed by fuzzy transforms

Fuzzy Sets and Systems

Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images

DS '09 Proceedings of the 12th International Conference on Discovery Science

Improving Classification Performance with Focus on the Complex Areas

SOFSEM '10 Proceedings of the 36th Conference on Current Trends in Theory and Practice of Computer Science

Clustering of symbolic data using the assignment-prototype algorithm

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Unsupervised construction of fuzzy measures through self-organizing feature maps and its application in color image segmentation

International Journal of Approximate Reasoning

Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images

Journal of Medical Systems

Segmentation in MRI of ophthalmology using a robust-type clustering algorithm

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems

An adaptive fuzzy-inference-rule-based flexible model for automatic elastic image registration

IEEE Transactions on Fuzzy Systems

Rapid and brief communication: Evaluation of the performance of clustering algorithms in kernel-induced feature space

Pattern Recognition

Enhanced neural gas network for prototype-based clustering

Pattern Recognition

Face recognition using a fuzzy fisherface classifier

Pattern Recognition

bigVAT: Visual assessment of cluster tendency for large data sets

Pattern Recognition

Differentiated treatment of missing values in fuzzy clustering

IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems

Connectionist probability estimators in HMM arabic speech recognition using fuzzy logic

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition

DENCLUE 2.0: fast clustering based on kernel density estimation

IDA'07 Proceedings of the 7th international conference on Intelligent data analysis

Colonic fold detection from computed tomographic colonography images using diffusion-FCM and level sets

Pattern Recognition Letters

Segmentation of upwelling regions in sea surface temperature images via unsupervised fuzzy clustering

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

Discriminant analysis approach using fuzzy fourfold subspaces model

Neurocomputing

A fuzzy segmentation method for Computed Tomography images

International Journal of Intelligent Information and Database Systems

Multi-chessboards localisation based on FCM and Radon transform algorithm

International Journal of Computer Applications in Technology

Robust relief-feature weighting, margin maximization, and fuzzy optimization

IEEE Transactions on Fuzzy Systems

Relational generalizations of cluster validity indices

IEEE Transactions on Fuzzy Systems

A method for training finite mixture models under a fuzzy clustering principle

Fuzzy Sets and Systems

Learning fuzzy-valued fuzzy measures for the fuzzy-valued Sugeno fuzzy integral

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

Modified fuzzy c-means algorithm for segmentation of T1-T2-weighted brain MRI

Journal of Computational and Applied Mathematics

Constructing and mapping fuzzy thematic clusters to higher ranks in a taxonomy

KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management

The effect of cooling functions on ensemble clustering using simulated annealing

Intelligent Data Analysis

Comparing fuzzy, probabilistic, and possibilistic partitions

IEEE Transactions on Fuzzy Systems

Spatially constrained fuzzy-clustering-based sensor placement for spatiotemporal fuzzy-control system

IEEE Transactions on Fuzzy Systems

Neuro-fuzzy systems with relation matrix

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Fuzzy clustering of time series in the frequency domain

Information Sciences: an International Journal

Relational duals of cluster-validity functions for the c-means family

IEEE Transactions on Fuzzy Systems

Biomedical image retrieval in a fuzzy feature space with affine region detection and vector quantization of a scale-invariant descriptor

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III

A-IFSs entropy based image multi-thresholding

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III

A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functional

Expert Systems with Applications: An International Journal

Modified bias field fuzzy C-means for effective segmentation of brain MRI

Transactions on computational science VIII

Application of fuzzy c-means clustering to power system coherency identification

MMACTEE'06 Proceedings of the 8th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering

Modified bias field fuzzy C-means for effective segmentation of brain MRI

Transactions on computational science VIII

An ensemble of logical-type neuro-fuzzy systems

Expert Systems with Applications: An International Journal

Application of a fuzzy integral for weak classifiers boosting

Pattern Recognition and Image Analysis

Developing additive spectral approach to fuzzy clustering

RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing

Evolutionary fuzzy clustering of relational data

Theoretical Computer Science

Thematic fuzzy clusters with an additive spectral approach

EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence

Two classes of algorithms for data clustering

IUKM'11 Proceedings of the 2011 international conference on Integrated uncertainty in knowledge modelling and decision making

Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices

Information Sciences: an International Journal

An uncertainty framework for classification

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

Maximin initialization for cluster analysis

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications

Linear regression model-guided clustering for training RBF networks for regression problems

WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications

A possibilistic clustering approach toward generative mixture models

Pattern Recognition

Parameterized imprecise classification: elicitation and assessment

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence

Analytical assessment of intelligent segmentation techniques for cortical tissues of MR brain images: a comparative study

Artificial Intelligence Review

Granular computing with shadowed sets

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I

Spatial homogeneity-based fuzzy c-means algorithm for image segmentation

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

Autonomous internal control system for small to medium firms

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development

Optimized FCM-Based radial basis function neural networks: a comparative analysis of LSE and WLSE method

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I

Design of information granulation-based fuzzy radial basis function neural networks using NSGA-II

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I

Structural design of optimized polynomial radial basis function neural networks

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I

A hybrid cluster-lift method for the analysis of research activities

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I

Shape-Invariant cluster validity indices

ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications

Identifying single good clusters in data sets

IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis

A fuzzy k-prototype clustering algorithm for mixed numeric and categorical data

Knowledge-Based Systems

Improving urban land cover classification using fuzzy image segmentation

Transactions on Computational Science VI

Fuzzy cluster centers separation clustering using possibilistic approach

ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II

Automated computational delimitation of SST upwelling areas using fuzzy clustering

Computers & Geosciences

Partitive clustering (K-means family)

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

New specifics for a hierarchial estimator meta-algorithm

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II

Hypergraph-based image retrieval for graph-based representation

Pattern Recognition

Design of optimized radial basis function neural networks classifier with the aid of fuzzy clustering and data preprocessing method

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II

FUAT - A fuzzy clustering analysis tool

Expert Systems with Applications: An International Journal

Coverage-oriented, prioritized testing: a fuzzy clustering approach and case study

LADC'07 Proceedings of the Third Latin-American conference on Dependable Computing

Neutrosophic classifier: An extension of fuzzy classifer

Applied Soft Computing

On rough set based non metric model

MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence

Effective FCM noise clustering algorithms in medical images

Computers in Biology and Medicine

On non-euclidean metrics based clustering

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering

Novel initialization scheme for Fuzzy C-Means algorithm on color image segmentation

Applied Soft Computing

Color image segmentation using adaptive unsupervised clustering approach

Applied Soft Computing

High dimensional data clustering through fuzzy possibilistic C-means with symmetry-based distance measure

International Journal of Computational Intelligence Studies

Fuzzy Radial Basis Function Neural Networks with information granulation and its parallel genetic optimization

Fuzzy Sets and Systems

Missing data analyses: a hybrid multiple imputation algorithm using Gray System Theory and entropy based on clustering

Applied Intelligence

A genetic algorithm-based clustering and two-scan labelling for colour image segmentation

International Journal of Computational Vision and Robotics

On sampling strategies for small and continuous data with the modeling of genetic programming and adaptive neuro-fuzzy inference system

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - FUZZYSS'2011: 2nd International Fuzzy Systems Symposium