Support vector domain description

Identify Regions of Interest(ROI) for video watermark embedment with principle component analysis

MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia

Detecting the Number of Clusters Using a Support Vector Machine Approach

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Combining One-Class Classifiers

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

On Combining One-Class Classifiers for Image Database Retrieval

MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems

One-class texture classifier in the CCR feature space

Pattern Recognition Letters

Modified support vector novelty detector using training data with outliers

Pattern Recognition Letters

Support vector clustering

The Journal of Machine Learning Research

Uniform object generation for optimizing one-class classifiers

The Journal of Machine Learning Research

Predicting distribution of a new forest disease using one-class SVMs

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

PEBL: Web Page Classification without Negative Examples

IEEE Transactions on Knowledge and Data Engineering

Combining speech and haptics for intuitive and efficient navigation through image databases

Proceedings of the 5th international conference on Multimodal interfaces

Novelty detection: a review—part 2: neural network based approaches

Signal Processing

Support Vector Data Description

Machine Learning

An Approach to Novelty Detection Applied to the Classification of Image Regions

IEEE Transactions on Knowledge and Data Engineering

DMiner-I: A software tool of data mining and its applications

Robotica

An Improved Cluster Labeling Method for Support Vector Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Novel Kernel Method for Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence

Core Vector Regression for very large regression problems

ICML '05 Proceedings of the 22nd international conference on Machine learning

Sparse Representation for Coarse and Fine Object Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Kernel Fisher Discriminants for Outlier Detection

Neural Computation

Blocking objectionable web content by leveraging multiple information sources

ACM SIGKDD Explorations Newsletter

Three-dimensional view-invariant face recognition using a hierarchical pose-normalization strategy

Machine Vision and Applications

Dynamic Characterization of Cluster Structures for Robust and Inductive Support Vector Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence

Kernel PCA for novelty detection

Pattern Recognition

Rapid and Brief communication: Low resolution face recognition based on support vector data description

Pattern Recognition

Domain described support vector classifier for multi-classification problems

Pattern Recognition

Hierarchically SVM classification based on support vector clustering method and its application to document categorization

Expert Systems with Applications: An International Journal

SVDD-Based Pattern Denoising

Neural Computation

A survey of kernel and spectral methods for clustering

Pattern Recognition

Validating neural network-based online adaptive systems: a case study

Software Quality Control

The PARAChute project: remote monitoring of posture and gait for fall prevention

EURASIP Journal on Applied Signal Processing

Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping

IEEE Transactions on Knowledge and Data Engineering

FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation

Pattern Recognition

Monitoring High-Dimensional Data for Failure Detection and Localization in Large-Scale Computing Systems

IEEE Transactions on Knowledge and Data Engineering

Domain density description for multiclass pattern classification with reduced computational load

Pattern Recognition

Off-the-peg and bespoke classifiers for fraud detection

Computational Statistics & Data Analysis

General support vector representation machine for one-class classification of non-stationary classes

Pattern Recognition

Polyhedral classifier for target detection: a case study: colorectal cancer

Proceedings of the 25th international conference on Machine learning

Fuzzy one-class support vector machines

Fuzzy Sets and Systems

A boundary method for outlier detection based on support vector domain description

Pattern Recognition

Soft clustering using weighted one-class support vector machines

Pattern Recognition

Enclosing Machine Learning for Class Description

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

A Kernel-Based Two-Stage One-Class Support Vector Machines Algorithm

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

Counter-Example Generation-Based One-Class Classification

ECML '07 Proceedings of the 18th European conference on Machine Learning

Path Algorithms for One-Class SVM

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Theoretical Analysis of a Rigid Coreset Minimum Enclosing Ball Algorithm for Kernel Regression Estimation

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Automatic target defect identification for TFT-LCD array process inspection using kernel FCM-based fuzzy SVDD ensemble

Expert Systems with Applications: An International Journal

Separation of composite defect patterns on wafer bin map using support vector clustering

Expert Systems with Applications: An International Journal

A Self-learning System for Detection of Anomalous SIP Messages

Principles, Systems and Applications of IP Telecommunications. Services and Security for Next Generation Networks

An evaluation of one-class classification techniques for speaker verification

Artificial Intelligence Review

Fabric defect detection based on multiple fractal features and support vector data description

Engineering Applications of Artificial Intelligence

Dealing with non-metric dissimilarities in fuzzy central clustering algorithms

International Journal of Approximate Reasoning

Minimum spanning tree based one-class classifier

Neurocomputing

Boosting One-Class Support Vector Machines for Multi-Class Classification

Applied Artificial Intelligence

A new maximal-margin spherical-structured multi-class support vector machine

Applied Intelligence

A One-Class Classification Approach for Protein Sequences and Structures

ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications

Anomaly detection: A survey

ACM Computing Surveys (CSUR)

Novelty detection with application to data streams

Intelligent Data Analysis - Knowledge Discovery from Data Streams

Combining different biometric traits with one-class classification

Signal Processing

Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Discovering regression data quality through clustering methods

Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008

Stacking for Ensembles of Local Experts in Metabonomic Applications

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems

Least squares one-class support vector machine

Pattern Recognition Letters

SVDD regularized with area under the ROC

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human

Multiclass classification based on extended support vector data description

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

From minimum enclosing ball to fast fuzzy inference system training on large datasets

IEEE Transactions on Fuzzy Systems

On the performance of kernel methods for skin color segmentation

EURASIP Journal on Advances in Signal Processing

One-Class Classification methods via automatic counter-example generation

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

Adaptive threshold estimation via extreme value theory

IEEE Transactions on Signal Processing

Fast support-based clustering method for large-scale problems

Pattern Recognition

A new maximum margin algorithm for one-class problems and its boosting implementation

Pattern Recognition

Rapid and brief communication: Improving support vector data description using local density degree

Pattern Recognition

Approximate Tree Kernels

The Journal of Machine Learning Research

Parameter optimization of Kernel-based one-class classifier on imbalance text learning

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Selective sampling methods in one-class classification problems

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Robust pseudo-hierarchical support vector clustering

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis

Nested support vector machines

IEEE Transactions on Signal Processing

Multi-modality in one-class classification

Proceedings of the 19th international conference on World wide web

Incremental one-class learning with bounded computational complexity

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Some properties of the Gaussian kernel for one class learning

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

A novel novelty detector

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

A hybrid model for plastic card fraud detection systems

Expert Systems with Applications: An International Journal

Learning with kernels and logical representations

Probabilistic inductive logic programming

Speech/music classification using occurrence pattern of ZCR and STE

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application

A support vector domain method for change detection in multitemporal images

Pattern Recognition Letters

Margin and domain integrated classification

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

PCA Gaussianization for image processing

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

Applying the possibilistic c-means algorithm in kernel-induced spaces

IEEE Transactions on Fuzzy Systems - Special section on computing with words

Intrusion Detection by Ellipsoid Boundary

Journal of Network and Systems Management

Multiple kernel learning for heterogeneous anomaly detection: algorithm and aviation safety case study

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

On the regularization path of the support vector domain description

Pattern Recognition Letters

Support vector classifier based on fuzzy c-means and Mahalanobis distance

Journal of Intelligent Information Systems

Fast support vector data descriptions for novelty detection

IEEE Transactions on Neural Networks

Role-based differentiation for insider detection algorithms

Proceedings of the 2010 ACM workshop on Insider threats

A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection

Operations Research

K-farthest-neighbors-based concept boundary determination for support vector data description

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

Two-class support vector data description

Pattern Recognition

Novelty detection for a neural network-based online adaptive system

COMPSAC-W'05 Proceedings of the 29th annual international conference on Computer software and applications conference

A locally adaptable iterative RX detector

EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications

High-speed inline defect detection for TFT-LCD array process using a novel support vector data description

Expert Systems with Applications: An International Journal

Learning without default: a study of one-class classification and the low-default portfolio problem

AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science

A survey of recent trends in one class classification

AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science

An improved algorithm for support vector clustering based on maximum entropy principle and kernel matrix

Expert Systems with Applications: An International Journal

Outlier detection by example

Journal of Intelligent Information Systems

Feature extraction for novelty detection as applied to fault detection in machinery

Pattern Recognition Letters

Dynamic pattern denoising method using multi-basin system with kernels

Pattern Recognition

Improving gaussian process classification with outlier detection: with applications in image classification

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV

Iterative extreme learning machine for single class classifier using general mapping convergence framework

ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science

A kernel prototype-based clustering algorithm

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers

A novel clustering method based on SVM

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

Gear crack detection using kernel function approximation

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

Selecting training points for one-class support vector machines

Pattern Recognition Letters

People re-identification by graph kernels methods

GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition

lp-Norm Multiple Kernel Learning

The Journal of Machine Learning Research

A graph-kernel method for re-identification

ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I

Fault detection in analog circuits using a fuzzy dendritic cell algorithm

ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems

One class classification for anomaly detection: support vector data description revisited

ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects

A procedure using support vector data description and mutual information for end price assessment in online C2C auction

Electronic Commerce Research

Reduced representations of vector-valued coupling variables in decomposition-based design optimization

Structural and Multidisciplinary Optimization

Kernel k-means clustering based local support vector domain description fault detection of multimodal processes

Expert Systems with Applications: An International Journal

Novelty detection for the inspection of light-emitting diodes

Expert Systems with Applications: An International Journal

Support vector machine: A tool for mapping mineral prospectivity

Computers & Geosciences

Trajectory-Based support vector multicategory classifier

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Hypersphere support vector machines based on multiplicative updates

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

The entire regularization path for the support vector domain description

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I

A fast greedy algorithm for outlier mining

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

A naive solution to the one-class problem and its extension to kernel methods

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications

Kernel methods for clustering

WIRN'05 Proceedings of the 16th Italian conference on Neural Nets

Facial image reconstruction by SVDD-Based pattern de-noising

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics

SVDD-Based method for fast training of multi-class support vector classifier

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Grid-Based fuzzy support vector data description

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Content based image retrieval based on a nonlinear similarity model

ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I

Fitting the smallest enclosing bregman ball

ECML'05 Proceedings of the 16th European conference on Machine Learning

An approach to v&v of embedded adaptive systems

FAABS'04 Proceedings of the Third international conference on Formal Approaches to Agent-Based Systems

An optimization model for outlier detection in categorical data

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

An effective support vector data description with relevant metric learning

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

Kernel-Based lip shape clustering with phoneme recognition for real-time voice driven talking face

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

Some marginal learning algorithms for unsupervised problems

ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics

A new formulation for classification by ellipsoids

TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks

A competitive co-evolving support vector clustering

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Face authentication using one-class support vector machines

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication

Enhancement of information seeking using an information needs radar model

Information Processing and Management: an International Journal

Prediction of liquefaction potential based on CPT up-sampling

Computers & Geosciences

Selective ensemble of support vector data descriptions for novelty detection

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

Review: Supervised classification and mathematical optimization

Computers and Operations Research

Towards a model of formal and informal address in English

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics

MMSVC: An efficient unsupervised learning approach for large-scale datasets

Neurocomputing

A twin-hypersphere support vector machine classifier and the fast learning algorithm

Information Sciences: an International Journal

Relaxed constraints support vector machine

Expert Systems: The Journal of Knowledge Engineering

Margin maximization in spherical separation

Computational Optimization and Applications

Position regularized Support Vector Domain Description

Pattern Recognition

Dual support vector domain description for imbalanced classification

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I

A modified support vector data description based novelty detection approach for machinery components

Applied Soft Computing

Fuzzy one-class classification model using contamination neighborhoods

Advances in Fuzzy Systems

Design of a situation-aware system for abnormal activity detection of elderly people

AMT'12 Proceedings of the 8th international conference on Active Media Technology

Learning to predict from textual data

Journal of Artificial Intelligence Research

Fuzzy support vector machine based on within-class scatter for classification problems with outliers or noises

Neurocomputing

A parallel genetic programming for single class classification

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation

Robust novelty detection in the framework of a contamination neighbourhood

International Journal of Intelligent Information and Database Systems

Robust novelty detection in the framework of a contamination neighbourhood

International Journal of Intelligent Information and Database Systems

Enhancing one-class support vector machines for unsupervised anomaly detection

Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description

Security analysis of online centroid anomaly detection

The Journal of Machine Learning Research

Probabilistic generative ranking method based on multi-support vector domain description

Information Sciences: an International Journal

Supervised learning approaches and feature selection - a case study in diabetes

International Journal of Data Analysis Techniques and Strategies

Parallel support vector data description

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I

Enhanced pose normalization and matching of non-rigid objects based on support vector machine modelling

Pattern Recognition

Multi-local model image set matching based on domain description

Pattern Recognition

Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles

Machine Vision and Applications

Integration of semi-fuzzy SVDD and CC-Rule method for supplier selection

Expert Systems with Applications: An International Journal

Active selection of clustering constraints: a sequential approach

Pattern Recognition

1-norm support vector novelty detection and its sparseness

Neural Networks

Review: A review of novelty detection

Signal Processing

Multi-task learning with one-class SVM

Neurocomputing

Low-resolution face recognition: a review

The Visual Computer: International Journal of Computer Graphics

Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces

Journal of Signal Processing Systems