Statistical Pattern Recognition: A Review

Authors:
Anil K. Jain;Robert P. W. Duin;Jianchang Mao
Affiliations:
Michigan State Univ., East Lansing;Delft Univ. of Technology, Delft, The Netherlands;IBM Almaden Research Center, San Jose, CA
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
2000

Citing 93
Cited 689

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Discriminant Subspace Analysis: A Fukunaga-Koontz Approach

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Random Forests for multiclass classification: Random MultiNomial Logit

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Frequency response method for terrain classification in autonomous ground vehicles

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Combined approach to pattern classification in parametric case

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A finite mixture model for image segmentation

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Discovering patterns in categorical time series using IFS

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An overview of clustering methods

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Artificial Intelligence in Medicine
Building compact MQDF classifier for large character set recognition by subspace distribution sharing

Pattern Recognition
An information granulation based data mining approach for classifying imbalanced data

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Classifying carpets based on laser scanner data

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Criticality dispersion in swarms to optimize n-tuples

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Collaborative clustering with the use of Fuzzy C-Means and its quantification

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An efficient algorithm for parallel distributed unsupervised learning

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Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry

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The combination of multiple classifiers using an evidential reasoning approach

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Parallel Realizations of the SAMANN Algorithm

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Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme

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Explicit Modelling of Invariances in Bernoulli Mixtures for Binary Images

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ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
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ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Application of Fuzzy Classification in Bankruptcy Prediction

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Toward Unsupervised Classification of Calcified Arterial Lesions

MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Texture Classification in Lung CT Using Local Binary Patterns

MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Dynamical Pattern Classification of Lorenz System and Chen System

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Interpretability constraints for fuzzy information granulation

Information Sciences: an International Journal
Integrated Bayesian models of learning and decision making for saccadic eye movements

Neural Networks
A kernel-based fuzzy greedy multiple hyperspheres covering algorithm for pattern classification

Neurocomputing
A Bayesian approach to support vector machines for the binary classification

Neurocomputing
The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients

Expert Systems with Applications: An International Journal
A Multi-Criteria Decision Method Based on Rank Distance

Fundamenta Informaticae
Automated encoding of footwear patterns for fast indexing

Image and Vision Computing
A non-probabilistic recognizer of stochastic signals based on KLT

Signal Processing
Nonparallel plane proximal classifier

Signal Processing
Gravitational Fuzzy Clustering

MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Adaptive Discriminant Wavelet Packet Transform and Local Binary Patterns for Meningioma Subtype Classification

MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
A Cell Outage Detection Algorithm Using Neighbor Cell List Reports

IWSOS '08 Proceedings of the 3rd International Workshop on Self-Organizing Systems
A Dynamic Programming Technique for Optimizing Dissimilarity-Based Classifiers

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Selection of Suitable Set of Decision Rules Using Choquet Integral

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Augmented Reality Using Projective Invariant Patterns

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Scaling Up a Metric Learning Algorithm for Image Recognition and Representation

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Feature Selection Using Mutual Information: An Experimental Study

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Brief paper: Experience-consistent modeling: Regression and classification problems

Automatica (Journal of IFAC)
Predicting the readability of short web summaries

Proceedings of the Second ACM International Conference on Web Search and Data Mining
A framework for flexible summarization of racquet sports video using multiple modalities

Computer Vision and Image Understanding
Computer-aided prognosis of neuroblastoma on whole-slide images: Classification of stromal development

Pattern Recognition
Features: the more the better

ISCGAV'08 Proceedings of the 8th conference on Signal processing, computational geometry and artificial vision
Error Analysis in Homography Estimation by First Order Approximation Tools: A General Technique

Journal of Mathematical Imaging and Vision
MaZda-A software package for image texture analysis

Computer Methods and Programs in Biomedicine
Content and semantic context based image retrieval for medical image grid

GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
ARABIC CHARACTER RECOGNITION USING MODIFIED FOURIER SPECTRUM (MFS) VS. FOURIER DESCRIPTORS

Cybernetics and Systems
Finite Gamma mixture modelling using minimum message length inference: application to SAR image analysis

International Journal of Remote Sensing
A simultaneous learning framework for clustering and classification

Pattern Recognition
Building an Effective Speech Corpus by Utilizing Statistical Multidimensional Scaling Method

IEICE - Transactions on Information and Systems
Feature selection using tabu search with long-term memories and probabilistic neural networks

Pattern Recognition Letters
Data preparation for sample-based face detection

International Journal of Computer Applications in Technology
Wafer defect pattern recognition by multi-class support vector machines by using a novel defect cluster index

Expert Systems with Applications: An International Journal
Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
EEG-based classification for elbow versus shoulder torque intentions involving stroke subjects

Computers in Biology and Medicine
Information Market-Based Decision Fusion

Management Science
Clustering with r-regular graphs

Pattern Recognition
Dissimilarity-based classification in the absence of local ground truth: Application to the diagnostic interpretation of chest radiographs

Pattern Recognition
Invariant template matching in systems with spatiotemporal coding: A matter of instability

Neural Networks
On efficient mutual nearest neighbor query processing in spatial databases

Data & Knowledge Engineering
Intelligent file scoring system for malware detection from the gray list

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Stroma classification for neuroblastoma on graphics processors

International Journal of Data Mining and Bioinformatics
Supporting Diagnostics of Coronary Artery Disease with Multi-resolution Image Parameterization and Data Mining

MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Co-Training on Handwritten Digit Recognition

Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Estimation of dynamic parameters of cardiac ventricles

MCBC'09 Proceedings of the 10th WSEAS international conference on Mathematics and computers in biology and chemistry
Optimization of a training set for more robust face detection

Pattern Recognition
On using prototype reduction schemes to enhance the computation of volume-based inter-class overlap measures

Pattern Recognition
Practical On-Line Signature Verification

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Automated facial expression recognition – an integrated approach with optical flow analysis and Support Vector Machines

International Journal of Intelligent Systems Technologies and Applications
Fatty Liver Characterization and Classification by Ultrasound

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
A Random Extension for Discriminative Dimensionality Reduction and Metric Learning

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Extended Pawlak's Flow Graphs and Information Theory

Transactions on Computational Science V
Aggregation Pheromone Density Based Pattern Classification

Fundamenta Informaticae
Adaptive Splitting and Selection Method of Classifier Ensemble Building

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Concept-Based Video Retrieval

Foundations and Trends in Information Retrieval
A computer-aided system for malignancy risk assessment of nodules in thyroid US images based on boundary features

Computer Methods and Programs in Biomedicine
A new point symmetry based fuzzy genetic clustering technique for automatic evolution of clusters

Information Sciences: an International Journal
Iconic and multi-stroke gesture recognition

Pattern Recognition
A general procedure for learning mixtures of independent component analyzers

Pattern Recognition
A triangle area based nearest neighbors approach to intrusion detection

Pattern Recognition
Sparsity preserving projections with applications to face recognition

Pattern Recognition
Dynamic edge tracing: Boundary identification in medical images

Computer Vision and Image Understanding
A statistical approach for selecting discriminative features of spatial regions of interest

Intelligent Data Analysis
High-Level Fusion of Depth and Intensity for Pedestrian Classification

Proceedings of the 31st DAGM Symposium on Pattern Recognition
A fast ensemble pruning algorithm based on pattern mining process

Data Mining and Knowledge Discovery
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
An overview of text-independent speaker recognition: From features to supervectors

Speech Communication
On learning algorithm selection for classification

Applied Soft Computing
ReliefMSS: a variation on a feature ranking ReliefF algorithm

International Journal of Business Intelligence and Data Mining
On the use of classification reliability for improving performance of the one-per-class decomposition method

Data & Knowledge Engineering
A new shape descriptor defined on the Radon transform

Computer Vision and Image Understanding
Hierarchical shadow detection for color aerial images

Computer Vision and Image Understanding
A system to detect houses and residential street networks in multispectral satellite images

Computer Vision and Image Understanding
Adaptive multimodal fusion by uncertainty compensation with application to audiovisual speech recognition

IEEE Transactions on Audio, Speech, and Language Processing - Special issue on multimodal processing in speech-based interactions
Texture analysis for automatic segmentation of intervertebral disks of scoliotic spines from MR images

IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Boosting feature selection using information metric for classification

Neurocomputing
Attribute dependency functions considering data efficiency

International Journal of Approximate Reasoning
Automatic temporal segment detection and affect recognition from face and body display

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Normalized mutual information feature selection

IEEE Transactions on Neural Networks
Intelligent visual recognition and classification of cork tiles with neural networks

IEEE Transactions on Neural Networks
Empirical capacity of a recognition channel for single-and multipose object recognition under the constraint of PCA encoding

IEEE Transactions on Image Processing
A symmetry based multiobjective clustering technique for automatic evolution of clusters

Pattern Recognition
U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem

Pattern Recognition
On EM Estimation for Mixture of Multivariate t-Distributions

Neural Processing Letters
The capacitated centred clustering problem

Computers and Operations Research
LS Footwear Database - Evaluating Automated Footwear Pattern Analysis

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
The New Graphical Features of Star Plot for K Nearest Neighbor Classifier

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images

Computer Methods and Programs in Biomedicine
On the estimation of random unobserved signals by maximization of target likelihoods and its application to blind timing and phase recovery

Digital Signal Processing
Estimation of classification complexity

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Data classification with a generalized Gaussian components based density estimation algorithm

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Brain fMRI processing and classification based on combination of PCA and SVM

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A hybrid method for robust car plate character recognition

Engineering Applications of Artificial Intelligence
Classifiers combination and syntax analysis for Arabic literal amount recognition

Engineering Applications of Artificial Intelligence
Fast and robust text detection in images and video frames

Image and Vision Computing
Effective segmentation and classification for HCC biopsy images

Pattern Recognition
Learning to predict life and death from Go game records

Information Sciences: an International Journal
Adherence clustering: an efficient method for mining market-basket clusters

Information Systems
Human identifications using micro-Doppler signatures

ARP '08 Proceedings of the Fifth IASTED International Conference on Antennas, Radar and Wave Propagation
Polynomial-based radial basis function neural networks (P-RBF NNs) and their application to pattern classification

Applied Intelligence
An adaptive history network method to improve the genetic optimization of pattern recognition systems

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A compositional technique for hand posture recognition: new results

WSEAS TRANSACTIONS on COMMUNICATIONS
What is the shape of your security policy?: security as a classification problem

NSPW '09 Proceedings of the 2009 workshop on New security paradigms workshop
Learning Gaussian mixture models with entropy-based criteria

IEEE Transactions on Neural Networks
Reducing the number of DNA primers for classifying pejibaye palm races using SVM

E-ACTIVITIES'09/ISP'09 Proceedings of the 8th WSEAS International Conference on E-Activities and information security and privacy
Using moments features from Gabor directional images for Kannada handwriting character recognition

Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Hybrid intelligent techniques for MRI brain images classification

Digital Signal Processing
Letters: (2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition

Neurocomputing
Unsupervised image segmentation using a simple MRF model with a new implementation scheme

Pattern Recognition
SVM decision boundary based discriminative subspace induction

Pattern Recognition
Dimensionality reduction of image features using the canonical contextual correlation projection

Pattern Recognition
Adaptive training of a kernel-based nonlinear discriminator

Pattern Recognition
Successive pattern classification based on test feature classifier and its application to defect image classification

Pattern Recognition
Texture measures combination for improved meningioma classification of histopathological images

Pattern Recognition
Supervised feature selection by clustering using conditional mutual information-based distances

Pattern Recognition
A pre-clustering technique for optimizing subclass discriminant analysis

Pattern Recognition Letters
Fusion of biometric algorithms in the recognition problem

Pattern Recognition Letters
Selecting discriminant eigenfaces for face recognition

Pattern Recognition Letters
Classification of multispectral images in coral environments using a hybrid of classifier ensembles

Neurocomputing
Multi-class pairwise linear dimensionality reduction using heteroscedastic schemes

Pattern Recognition
Rasch-based high-dimensionality data reduction and class prediction with applications to microarray gene expression data

Expert Systems with Applications: An International Journal
Spoken emotion recognition through optimum-path forest classification using glottal features

Computer Speech and Language
Dimensionality reduction via genetic value clustering

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Classification of facial expressions using K-nearest neighbor classifier

MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Audio-based event detection for sports video

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Scale-space texture classification using combined classifiers

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Comparison of combining methods of correlation Kernels in kPCA and kCCA for texture classification with Kansei information

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
A statistical-genetic algorithm to select the most significant features in mammograms

CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Modelling a team of radiologists for lung nodule detection in CT scans

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Generalization of a recognition algorithm based on the Karhunen-Loève transform

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
A multiobjective simultaneous learning framework for clustering and classification

IEEE Transactions on Neural Networks
A new multiobjective clustering technique based on the concepts of stability and symmetry

Knowledge and Information Systems
Optimization of spatiotemporal clustering for target tracking from multisensor data

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A multi-classifier for grading knee osteoarthritis using gait analysis

Pattern Recognition Letters
Face verification with a kernel fusion method

Pattern Recognition Letters
Quantifying effect-specific mammographic density

MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Stop wasting time: on predicting the success or failure of learning for industrial applications

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Using decision templates to predict subcellular localization of protein

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Towards person Google: multimodal person search and retrieval

SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Texture classification through combination of sequential colour texture classifiers

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Conditional mutual information based feature selection for classification task

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Using typical testors for feature selection in text categorization

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Feature selection for identifying critical variables of principal components based on k-nearest neighbor rule

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
An alignment-free fingerprint cryptosystem based on fuzzy vault scheme

Journal of Network and Computer Applications
Ensemble gene selection for cancer classification

Pattern Recognition
SVM-based feature extraction for face recognition

Pattern Recognition
A modification of kernel discriminant analysis for high-dimensional data-with application to face recognition

Signal Processing
An on-line interactive self-adaptive image classification framework

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A novel feature selection based semi-supervised method for image classification

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A fast computation of inter-class overlap measures using prototype reduction schemes

Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Modification of nested hyperrectangle exemplar as a proposition of information fusion method

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Handwritten Chinese character recognition: effects of shape normalization and feature extraction

SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
From manual to automated optical recognition of ancient coins

VSMM'07 Proceedings of the 13th international conference on Virtual systems and multimedia
Importance degree of features and feature selection

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Cloud score for feature selection

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Improving image annotation via representative feature vector selection

Neurocomputing
Quotient vs. difference: Comparison between the two discriminant criteria

Neurocomputing
A model of user-oriented reduct construction for machine learning

Transactions on rough sets VIII
Orthogonal linear discriminant analysis and feature selection for micro-array data classification

Expert Systems with Applications: An International Journal
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection

Pattern Recognition Letters
Adaptive mixture-based neural network approach for higher-level fusion and automated behavior monitoring

ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Combination of kernels applied to face verification

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Beta mixture models and the application to image classification

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Image segmentation in a kernel-induced space

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A fractal dimension based optimal wavelet packet analysis technique for classification of meningioma brain tumours

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Binary biometrics: an analytic framework to estimate the performance curves under Gaussian assumption

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
On the importance of data balancing for symbolic regression

IEEE Transactions on Evolutionary Computation
Design of an automatic wood types classification system by using fluorescence spectra

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Effective level set image segmentation with a kernel induced data term

IEEE Transactions on Image Processing
Nearest neighbour group-based classification

Pattern Recognition
Towards drift correction in chemical sensors using an evolutionary strategy

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks

IEEE Transactions on Neural Networks
Hierarchical associative classifier (HAC) for malware detection from the large and imbalanced gray list

Journal of Intelligent Information Systems
Cramér-Rao bound analysis of localization using signal strength difference as location fingerprint

INFOCOM'10 Proceedings of the 29th conference on Information communications
Classification of linear and non-linear modulations using the Baum-Welch algorithm and MCMC methods

Signal Processing
Human movement onset detection from isometric force and torque measurements: A supervised pattern recognition approach

Artificial Intelligence in Medicine
Neuro-fuzzy-combiner: an effective multiple classifier system

International Journal of Knowledge Engineering and Soft Data Paradigms
Partition-conditional ICA for Bayesian classification of microarray data

Expert Systems with Applications: An International Journal
Assessing critical success factors for military decision support

Expert Systems with Applications: An International Journal
Recognition of multi-scroll chaotic attractors using wavelet-based neural network and performance comparison of wavelet families

Expert Systems with Applications: An International Journal
Active learning schemes for reduced dimensionality hyperspectral classification

Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Research on digital image recognition system based on multiple invariant moments theory and BP neural network

CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
Efficient update of the covariance matrix inverse in iterated linear discriminant analysis

Pattern Recognition Letters
Feature selection of RAPD haplotypes for identifying peach palm (Bactris gasipaes) landraces using SVM

WSEAS Transactions on Computers
Hindi paired word recognition using probabilistic neural network

International Journal of Computational Intelligence Studies
Computer-aided classification of zoom-endoscopical images using Fourier filters

IEEE Transactions on Information Technology in Biomedicine
An Expectation-Maximization algorithm for the Wishart mixture model: Application to movement clustering

Pattern Recognition Letters
Linear discriminant projection embedding based on patches alignment

Image and Vision Computing
Performance evaluation of feed-forward neural network with soft computing techniques for hand written English alphabets

Applied Soft Computing
Defect detection in flat surface products using log-Gabor filters

International Journal of Hybrid Intelligent Systems
Quadratic Programming Feature Selection

The Journal of Machine Learning Research
Wavelet selection for disease classification by DNA microarray data

Expert Systems with Applications: An International Journal
Laser Doppler vibrometry measures of physiological function: evaluation of biometric capabilities

IEEE Transactions on Information Forensics and Security
An extension of the standard mixture model for image segmentation

IEEE Transactions on Neural Networks
Software refactoring at the function level using new Adaptive K-Nearest Neighbor algorithm

Advances in Engineering Software
Selecting feature frames for automatic speaker recognition using mutual information

IEEE Transactions on Audio, Speech, and Language Processing
Original paper: Hyperspectral waveband selection for internal defect detection of pickling cucumbers and whole pickles

Computers and Electronics in Agriculture
Image segmentation from scale and rotation invariant texture features from the double dyadic dual-tree complex wavelet transform

Image and Vision Computing
Discovering Knowledge-Sharing Communities in Question-Answering Forums

ACM Transactions on Knowledge Discovery from Data (TKDD)
Automatic palette identification of colored graphics

GREC'09 Proceedings of the 8th international conference on Graphics recognition: achievements, challenges, and evolution
A data labeling method for clustering categorical data

Expert Systems with Applications: An International Journal
Evolutionary-rough feature selection for face recognition

Transactions on rough sets XII
Moving targets: when data classes depend on subjective judgement, or they are crafted by an adversary to mislead pattern analysis algorithms - the cases of content based image retrieval and adversarial classification

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Incremental system engineering using process networks

PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
From informal process diagrams to formal process models

BPM'10 Proceedings of the 8th international conference on Business process management
Reformulated parametric learning based on ordinary differential equations

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Parallel computing scheme for graph grammar-based syntactic pattern recognition

PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part I
Feature selection for brain-computer interfaces

PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
Feature set reduction by evolutionary selection and construction

KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
Structuring sport video through audio event classification

PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Feature selection based on mutual information and its application in hyperspectral image classification

KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Entropy-based variational scheme for fast bayes learning of Gaussian mixtures

SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Fast covariance computation and dimensionality reduction for sub-window features in images

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Survey on speech emotion recognition: Features, classification schemes, and databases

Pattern Recognition
Rough set based approaches to feature selection for Case-Based Reasoning classifiers

Pattern Recognition Letters
Feature selection using mutual information in CT colonography

Pattern Recognition Letters
GIGO or not GIGO: The Accuracy of Multi-Criteria Satisficing Decisions

Journal of Data and Information Quality (JDIQ)
Facial expression recognition in JAFFE dataset based on Gaussian process classification

IEEE Transactions on Neural Networks
Spatially coherent clustering using graph cuts

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A second-order uncertainty model for target classification using kinematic data

Information Fusion
ICA mixtures applied to ultrasonic nondestructive classification of archaeological ceramics

EURASIP Journal on Advances in Signal Processing - Special issue on signal processing in advanced nondestructive materials inspection
A novel multiset integrated canonical correlation analysis framework and its application in feature fusion

Pattern Recognition
Hierarchical genetic algorithm with new evaluation function and bi-coded representation for the selection of features considering their confidence rate

Applied Soft Computing
Unsupervised feature selection using weighted principal components

Expert Systems with Applications: An International Journal
A hybrid computational model for an automated image descriptor for visually impaired users

Computers in Human Behavior
Distributed Multi-Feature Recognition Scheme for Greyscale Images

Neural Processing Letters
Demonstration based Policy Learning in a Reduced Driving Environment

Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Robust multiple cardiac arrhythmia detection through bispectrum analysis

Expert Systems with Applications: An International Journal
Gesture recognition using laser-based tracking system

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
An empirical evaluation on dimensionality reduction schemes for dissimilarity-based classifications

Pattern Recognition Letters
Multi-class supervised classification of electrical borehole wall images using texture features

Computers & Geosciences
A novel support vector classifier with better rejection performance

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Artificial immune multi-objective SAR image segmentation with fused complementary features

Information Sciences: an International Journal
Fast Algorithm and Efficient Implementation of GMM-Based Pattern Classifiers

Journal of Signal Processing Systems
Fast and Accurate 3D Face Recognition

International Journal of Computer Vision
Offline handwritten Amharic word recognition

Pattern Recognition Letters
A novel training weighted ensemble (TWE) with application to face recognition

Applied Soft Computing
Nonlinear processing of large scale satellite images via unsupervised clustering and image segmentation

ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
A hybrid feature selection scheme for unsupervised learning and its application in bearing fault diagnosis

Expert Systems with Applications: An International Journal
Identifying emotional states using keystroke dynamics

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Texture vision: a view from art conservation

Computing with instinct
A clustering technique for defect inspection

EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Representative pattern extraction for nucleotide sequence groups using base frequency differences

CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Neural networks, fuzzy inference systems and adaptive-neuro fuzzy inference systems for financial decision making

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Review article: Automated fabric defect detection-A review

Image and Vision Computing
Pattern classification and audiovisual content management techniques using hybrid expert systems: A video-assisted bioacoustics application in Abdominal Sounds pattern analysis

Expert Systems with Applications: An International Journal
An automatic recognition method of journal impact factor manipulation

Journal of Information Science
A distance based clustering method for arbitrary shaped clusters in large datasets

Pattern Recognition
Patient Outcome Prediction with Heart Rate Variability and Vital Signs

Journal of Signal Processing Systems
Feature selection in regression tasks using conditional mutual information

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
An online metric learning approach through margin maximization

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Complexity and multithreaded implementation analysis of one class-classifiers fuzzy combiner

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Wavelet-probabilistic neural network-based intelligent system approach for spoken Hindi paired word classification

International Journal of Innovative Computing and Applications
Resilient subclass discriminant analysis with application to prelens tear film interferometry

MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Decentralized distributed computing system for privacy-preserving combined classifiers: modeling and optimization

ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
A bag-of-features-based framework for human activity representation and recognition

Proceedings of the 2011 international workshop on Situation activity & goal awareness
On using prototype reduction schemes to optimize locally linear reconstruction methods

Pattern Recognition
A low-cost system to detect bunches of grapes in natural environment from color images

ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
DTW for matching radon features: a pattern recognition and retrieval method

ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
An improvement in feature feedback using R-LDA with application to Yale database

ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
Spatial characterization and classification of rectal bleeding in prostate cancer radiotherapy with a voxel-based principal components analysis model for 3D dose distribution

MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
Classification of semantic concepts to support the analysis of the inter-cultural visual repertoires of TV news reviews

KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Soft computing methods applied to combination of one-class classifiers

Neurocomputing
Affective modeling from multichannel physiology: analysis of day differences

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Designing an ensemble classifier over subspace classifiers using iterative convergence routine

Proceedings of the 20th ACM international conference on Information and knowledge management
Feature selection using hierarchical feature clustering

Proceedings of the 20th ACM international conference on Information and knowledge management
Input variable selection for feature extraction in classification problems

Signal Processing
Developing quality scores for electronic health records for clinical research: a study using the general practice research database

Proceedings of the first international workshop on Managing interoperability and complexity in health systems
Accelerometry-based classification of human activities using Markov Modeling

Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
Classification in the Gabor time-frequency domain of non-stationary signals embedded in heavy noise with unknown statistical distribution

International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
Kernel sparse representation based classification

Neurocomputing
The (N)Ever-Changing World: Stability and Change in Organizational Routines

Organization Science
Pattern recognition in high-content cytomics screens for target discovery: case studies in endocytosis

PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Dirichlet Gaussian mixture model: Application to image segmentation

Image and Vision Computing
A novel pattern classification method for multivariate EMG signals using neural network

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Two-Stage classifier for diagnosis of hypertension type

ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Matching of a Huge Set of MR Images with a Parallel Processing Model

Journal of Medical Systems
Weighted principal component extraction with genetic algorithms

Applied Soft Computing
Prototype based classification using information theoretic learning

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Oscillating feature subset search algorithm for text categorization

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Structural inference of sensor-based measurements

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Sparse covariance estimates for high dimensional classification using the cholesky decomposition

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Pattern classification using composite features

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
On optimizing dissimilarity-based classification using prototype reduction schemes

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Multicategory classification based on the hypercube self-organizing mapping (SOM) scheme

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Support vector machines with huffman tree architecture for multiclass classification

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Multi-stream confidence analysis for audio-visual affect recognition

ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Content-based classification of music using VQ-multifeature clustering technique

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Content-based retrieval of medical images by combining global features

CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Agglomerated feature extractionin medical images for breast cancer and its characteristic pattern generation

Proceedings of the 2011 ACM Symposium on Research in Applied Computation
Object recognition using local characterisation and zernike moments

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Discover latent discriminant information for dimensionality reduction: Non-negative Sparseness Preserving Embedding

Pattern Recognition
Classification of parameter changes in a dynamic system with the use of wavelet analysis and neural networks

Advances in Engineering Software
Test-retest reliability and feature selection in physiological time series classification

Computer Methods and Programs in Biomedicine
Improved segmentation of meteorite micro-CT images using local histograms

Computers & Geosciences
On signal representations within the Bayes decision framework

Pattern Recognition
Feature subset selection with cumulate conditional mutual information minimization

Expert Systems with Applications: An International Journal
Feature extraction for ECG heartbeats using higher order statistics of WPD coefficients

Computer Methods and Programs in Biomedicine
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Motion primitive-based human activity recognition using a bag-of-features approach

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Orthogonal relief algorithm for feature selection

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
An online face recognition system using multiple compressed images over the internet

WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Robust Classification Method of Tumor Subtype by Using Correlation Filters

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Network-Based face recognition system using multiple images

PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
A game-theoretic approach to weighted majority voting for combining SVM classifiers

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
A model of machine learning based on user preference of attributes

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Exploiting evolution for an adaptive drift-robust classifier in chemical sensing

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Sampling representative examples for dimensionality reduction and recognition – bootstrap bumping LDA

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Supervised learning for classification

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Structured sparse linear graph embedding

Neural Networks
A subject transfer framework for EEG classification

Neurocomputing
Speaker verification using adapted user-dependent multilevel fusion

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Selection of location, frequency, and orientation parameters of 2d gabor wavelets for face recognition

ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
MML-Based approach for finite dirichlet mixture estimation and selection

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A new multidimensional feature transformation for linear classifiers and its applications

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A neural adaptive algorithm for feature selection and classification of high dimensionality data

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Neighborhood preserving projections (NPP): a novel linear dimension reduction method

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Simultaneous clustering and classification over cluster structure representation

Pattern Recognition
Learning syntactic patterns using boosting and other classifier combination schemas

TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
Boosted decision trees for diagnosis type of hypertension

ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
A new text detection algorithm in images/video frames

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Multiple classifier system with radial basis weight function

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Face feature extraction and recognition based on discriminant subclass-center manifold preserving projection

Pattern Recognition Letters
Virtual gene: a gene selection algorithm for sample classification on microarray datasets

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Scale invariant texture analysis using multi-scale local autocorrelation features

Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Event retrieval in video archives using rough set theory and partially supervised learning

Multimedia Tools and Applications
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit

Computers in Biology and Medicine
Kernel modified quadratic discriminant function for facial expression recognition

IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
On the usefulness of almost-redundant information for pattern recognition

Nonlinear Speech Modeling and Applications
Virtual gene: using correlations between genes to select informative genes on microarray datasets

Transactions on Computational Systems Biology II
A logical analysis of banks' financial strength ratings

Expert Systems with Applications: An International Journal
Boost feature subset selection: a new gene selection algorithm for microarray dataset

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Speed up of the SAMANN neural network retraining

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Chapter 4: the search engine industry

Search Computing
Optimizing dissimilarity-based classifiers using a newly modified hausdorff distance

PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Advances on automated multiple view inspection

PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Statistical analysis of gait data to assist clinical decision making

MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Using diversity in classifier set selection for arabic handwritten recognition

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Exploiting class-specific features in multi-feature dissimilarity space for efficient querying of images

FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Automatic sound classification for improving speech intelligibility in hearing aids using a layered structure

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Segmentation of very high resolution remote sensing imagery of urban areas using particle swarm optimization algorithm

ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Nonlinear scale space theory in texture classification using multiple classifier systems

ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A new approach for wet blue leather defect segmentation

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A coevolutionary approach to optimize class boundaries for multidimensional classification problems

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Automatic classification of western music in digital library

ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Fragmented edge structure coding for Chinese writer identification

Neurocomputing
Letters: An affine invariant discriminate analysis with canonical correlation analysis

Neurocomputing
Genetic algorithm assisted enhancement in pattern recognition efficiency of radial basis neural network

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Syntactic pattern recognition from observations: a hybrid technique

ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Optimized projection for sparse representation based classification

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
The use of linear feature projection for precipitation classification using measurements from commercial microwave links

LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
An algorithm for sample and data dimensionality reduction using fast simulated annealing

ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
A new ensemble method for gold mining problems: Predicting technology transfer

Electronic Commerce Research and Applications
Investigation of broadcast-audio semantic analysis scenarios employing radio-programme-adaptive pattern classification

Speech Communication
Face verification with feature fusion of Gabor based and curvelet based representations

Multimedia Tools and Applications
Pixel selection based on discriminant features with application to face recognition

Pattern Recognition Letters
Dimensionality reduction via compressive sensing

Pattern Recognition Letters
Modelling of water quality: an application to a water treatment process

Applied Computational Intelligence and Soft Computing
Low bias histogram-based estimation of mutual information for feature selection

Pattern Recognition Letters
Identification of piecewise affine systems based on statistical clustering technique

Automatica (Journal of IFAC)
Combining diverse one-class classifiers

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Prediction of protein-protein interaction types using the decision templates based on multiple classier fusion

Mathematical and Computer Modelling: An International Journal
Reinforcement learning for rule extraction from a labeled dataset

Cognitive Systems Research
Heteroscedastic linear feature extraction based on sufficiency conditions

Pattern Recognition
Multi-scale gist feature manifold for building recognition

Neurocomputing
Efficient classifiers for multi-class classification problems

Decision Support Systems
Fisher Difference Discriminant Analysis: Determining the Effective Discriminant Subspace Dimensions for Face Recognition

Neural Processing Letters
A feature selection-based framework for human activity recognition using wearable multimodal sensors

Proceedings of the 6th International Conference on Body Area Networks
A RELIEF-based modality weighting approach for multimodal information retrieval

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Genetic and evolutionary methods for biometric feature reduction

International Journal of Biometrics
HMM-based online handwritten gurmukhi character recognition

Machine Graphics & Vision International Journal
A flexible approach to gesture recognition and interaction in X3D

Proceedings of the 17th International Conference on 3D Web Technology
Gossip Coverage Control for Robotic Networks: Dynamical Systems on the Space of Partitions

SIAM Journal on Control and Optimization
SDF classifier revisited

Expert Systems: The Journal of Knowledge Engineering
Using cooperative game theory to optimize the feature selection problem

Neurocomputing
k-nearest neighbor classification using dissimilarity increments

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Aggregation Pheromone Density Based Pattern Classification

Fundamenta Informaticae
Sparse representation based face image super-resolution

IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability

Computer Methods and Programs in Biomedicine
A Multi-Criteria Decision Method Based on Rank Distance

Fundamenta Informaticae
Comparing ANN, LDA, QDA, KNN and SVM algorithms in classifying relaxed and stressful mental state from two-channel prefrontal EEG data

International Journal of Artificial Intelligence and Soft Computing
On physical-layer identification of wireless devices

ACM Computing Surveys (CSUR)
A comparative study of parametric coding and wavelet coding based feature extraction techniques in recognizing spoken words

Proceedings of the CUBE International Information Technology Conference
Tongue-print: a novel biometrics pattern

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
The study on internet-based face recognition system using PCA and MMD

LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Exploiting eye-hand coordination to detect grasping movements

Image and Vision Computing
Burning state recognition of rotary kiln using ELMs with heterogeneous features

Neurocomputing
Feature selection using dynamic weights for classification

Knowledge-Based Systems
Fast and efficient lung disease classification using hierarchical one-against-all support vector machine and cost-sensitive feature selection

Computers in Biology and Medicine
A support vector machine based classifier to extract abnormal features from breast magnetic resonance images

Proceedings of the 2012 ACM Research in Applied Computation Symposium
Detection of spontaneous vesicle release at individual synapses using multiple wavelets in a CWT-Based algorithm

MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Sparse discriminating neighborhood preserving embedding

AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Enhancing face recognition using Directional Filter Banks

Digital Signal Processing
3D semantic map computation based on depth map and video image

ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
The dipping phenomenon

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Wavelet transform based consonant - vowel (CV) classification using support vector machines

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
The use of artificial-intelligence-based ensembles for intrusion detection: a review

Applied Computational Intelligence and Soft Computing
Bagging and Boosting statistical machine translation systems

Artificial Intelligence
Design of an Embedded Arabic Optical Character Recognition

Journal of Signal Processing Systems
Defect cluster recognition system for fabricated semiconductor wafers

Engineering Applications of Artificial Intelligence
A meta-learning approach for determining the number of clusters with consideration of nearest neighbors

Information Sciences: an International Journal
Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives

Artificial Intelligence in Medicine
Classification of brain-computer interface data

AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Self-adaptive differential evolution for feature selection in hyperspectral image data

Applied Soft Computing
Content-based texture image retrieval using fuzzy class membership

Pattern Recognition Letters
Exhaustive comparison of colour texture features and classification methods to discriminate cells categories in histological images of fish ovary

Pattern Recognition
Different strokes for different folks: individual stress response as manifested in typed text

CHI '13 Extended Abstracts on Human Factors in Computing Systems
Optimized projections for sparse representation based classification

Neurocomputing
Parallel multi-objective Ant Programming for classification using GPUs

Journal of Parallel and Distributed Computing
Clustering using principal component analysis applied to autonomy-disability of elderly people

Decision Support Systems
A new histogram-based estimation technique of entropy and mutual information using mean squared error minimization

Computers and Electrical Engineering
A finite mixture model for detail-preserving image segmentation

Signal Processing
Resampling methods for quality assessment of classifier performance and optimal number of features

Signal Processing
Feature subset selection Filter-Wrapper based on low quality data

Expert Systems with Applications: An International Journal
Small bowel image classification based on Fourier-Zernike moment features and canonical discriminant analysis

Pattern Recognition and Image Analysis
Spatial pattern recognition of seismic events in South West Colombia

Computers & Geosciences
Generalized mean for feature extraction in one-class classification problems

Pattern Recognition
Classifier ensemble for an effective cytological image analysis

Pattern Recognition Letters
Pattern learning and recognition on statistical manifolds: an information-geometric review

SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
2DPCA with L1-norm for simultaneously robust and sparse modelling

Neural Networks
Solving multi-class problems by data-driven topology-preserving output codes

Neurocomputing
Discovering data-aware declarative process models from event logs

BPM'13 Proceedings of the 11th international conference on Business Process Management
Evidence-Based Combination of Weighted Classifiers Approach for Epileptic Seizure Detection using EEG Signals

International Journal of Knowledge Discovery in Bioinformatics
SVOIS: Support Vector Oriented Instance Selection for text classification

Information Systems
Multiple scale-specific representations for improved human action recognition

Pattern Recognition Letters
Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence
TPPFAM: Use of threshold and posterior probability for category reduction in fuzzy ARTMAP

Neurocomputing
A survey of multiple classifier systems as hybrid systems

Information Fusion
Integrated Fisher linear discriminants: An empirical study

Pattern Recognition
Dynamic supervised classification method for online monitoring in non-stationary environments

Neurocomputing
Feature selection for high-dimensional multi-category data using PLS-based local recursive feature elimination

Expert Systems with Applications: An International Journal
Cost-sensitive decision tree ensembles for effective imbalanced classification

Applied Soft Computing
PLS-based recursive feature elimination for high-dimensional small sample

Knowledge-Based Systems
Fractional-order embedding canonical correlation analysis and its applications to multi-view dimensionality reduction and recognition

Pattern Recognition
Particle swarm optimization for construction of neural network-based prediction intervals

Neurocomputing
Pattern classification and clustering: A review of partially supervised learning approaches

Pattern Recognition Letters
Low resolution pedestrian detection using light robust features and hierarchical system

Pattern Recognition
Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses

International Journal of Human-Computer Studies
An efficient automatic SAR image segmentation framework in AIS using kernel clustering index and histogram statistics

Applied Soft Computing
Investigating the performance improvement of HRV Indices in CHF using feature selection methods based on backward elimination and statistical significance

Computers in Biology and Medicine
Global geometric similarity scheme for feature selection in fault diagnosis

Expert Systems with Applications: An International Journal
A Comprehensive Survey to Face Hallucination

International Journal of Computer Vision
Graphical lasso quadratic discriminant function and its application to character recognition

Neurocomputing
Colbar: A collaborative location-based regularization framework for QoS prediction

Information Sciences: an International Journal
Visualisation in biomedicine as a means of data evaluation

Journal of Visualization
Gaussian mixture model based segmentation methods for brain MRI images

Artificial Intelligence Review
An analytical framework for event mining in video data

Artificial Intelligence Review
Quantum decision tree classifier

Quantum Information Processing
Selection of negative samples and two-stage combination of multiple features for action detection in thousands of videos

Machine Vision and Applications
A novel framework for concept detection on large scale video database and feature pool

Artificial Intelligence Review
Multi-objective evolutionary for synthetic aperture radar image segmentation with non-local means denoising

Natural Computing: an international journal
Automatic cluster evolution using gravitational search algorithm and its application on image segmentation

Engineering Applications of Artificial Intelligence
Updating attribute reduction in incomplete decision systems with the variation of attribute set

International Journal of Approximate Reasoning
Clustering-based ensembles for one-class classification

Information Sciences: an International Journal
Evolutionary instance selection for text classification

Journal of Systems and Software
Enhanced cross-domain document clustering with a semantically enhanced text stemmer SETS

International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
Autonomous tactile perception: A combined improved sensing and Bayesian nonparametric approach

Robotics and Autonomous Systems
A ranking-based algorithm for detection of outliers in categorical data

International Journal of Hybrid Intelligent Systems
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference

Journal of Signal Processing Systems
A novel sparse representation based framework for face image super-resolution

Neurocomputing

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Abstract

The primary goal of pattern recognition is supervised or unsupervised classification. Among the various frameworks in which pattern recognition has been traditionally formulated, the statistical approach has been most intensively studied and used in practice. More recently, neural network techniques and methods imported from statistical learning theory have been receiving increasing attention. The design of a recognition system requires careful attention to the following issues: definition of pattern classes, sensing environment, pattern representation, feature extraction and selection, cluster analysis, classifier design and learning, selection of training and test samples, and performance evaluation. In spite of almost 50 years of research and development in this field, the general problem of recognizing complex patterns with arbitrary orientation, location, and scale remains unsolved. New and emerging applications, such as data mining, web searching, retrieval of multimedia data, face recognition, and cursive handwriting recognition, require robust and efficient pattern recognition techniques. The objective of this review paper is to summarize and compare some of the well-known methods used in various stages of a pattern recognition system and identify research topics and applications which are at the forefront of this exciting and challenging field.