Journal of Multivariate Analysis
Fitting multiplicative models by robust alternating regressions
Statistics and Computing
Scalable robust covariance and correlation estimates for data mining
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A robust and efficient adaptive reweighted estimator of multivariate location and scatter
Journal of Multivariate Analysis
Journal of Multivariate Analysis
Robustness against separation and outliers in logistic regression
Computational Statistics & Data Analysis
Parallel computation of high dimensional robust correlation and covariance matrices
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
The complexity of computing the MCD-estimator
Theoretical Computer Science
High breakdown estimators for principal components: the projection-pursuit approach revisited
Journal of Multivariate Analysis
Computing LTS Regression for Large Data Sets
Data Mining and Knowledge Discovery
Journal of Multivariate Analysis
Influence of observations on the misclassification probability in quadratic discriminant analysis
Journal of Multivariate Analysis
Parameter estimation under ambiguity and contamination with the spurious model
Journal of Multivariate Analysis
On the impact of outliers on high-dimensional data analysis methods for face recognition
Proceedings of the 2nd international workshop on Computer vision meets databases
Patterns of Activity in the Categorical Representations of Objects
Journal of Cognitive Neuroscience
Robust Gaussian graphical modeling
Journal of Multivariate Analysis
Robust estimation for the multivariate linear model based on a τ-scale
Journal of Multivariate Analysis
Robust estimation of Cronbach's alpha
Journal of Multivariate Analysis
Outlier rejection in high-dimensional deformable models
Image and Vision Computing
The importance of the scales in heterogeneous robust clustering
Computational Statistics & Data Analysis
Fast cross-validation of high-breakdown resampling methods for PCA
Computational Statistics & Data Analysis
From outliers to prototypes: Ordering data
Neurocomputing
Outlier identification in high dimensions
Computational Statistics & Data Analysis
Maximum trimmed likelihood estimator for multivariate mixed continuous and categorical data
Computational Statistics & Data Analysis
A heuristic-based fuzzy co-clustering algorithm for categorization of high-dimensional data
Fuzzy Sets and Systems
The multivariate least-trimmed squares estimator
Journal of Multivariate Analysis
Accurate and precise 2D-3D registration based on X-ray intensity
Computer Vision and Image Understanding
Estimation of water surface elevations for the Everglades, Florida
Computers & Geosciences
Robust detection of outliers for projection-based face recognition methods
Multimedia Tools and Applications
Angle-based outlier detection in high-dimensional data
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Real Time GPU-Based Fuzzy ART Skin Recognition
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Robust MCD-Based Backpropagation Learning Algorithm
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Robust dimension reduction based on canonical correlation
Journal of Multivariate Analysis
Link-Based Anomaly Detection in Communication Networks
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Robust PCA for skewed data and its outlier map
Computational Statistics & Data Analysis
Link-based event detection in email communication networks
Proceedings of the 2009 ACM symposium on Applied Computing
Robust probabilistic PCA with missing data and contribution analysis for outlier detection
Computational Statistics & Data Analysis
Controlling the size of multivariate outlier tests with the MCD estimator of scatter
Statistics and Computing
Statistical Disclosure Control for Microdata Using the R-Package sdcMicro
Transactions on Data Privacy
Robust Statistical Estimation Applied to Automatic Lip Segmentation
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Robust factor analysis for compositional data
Computers & Geosciences
Robust statistic for the one-way MANOVA
Computational Statistics & Data Analysis
Projection based scatter depth functions and associated scatter estimators
Journal of Multivariate Analysis
Linear grouping using orthogonal regression
Computational Statistics & Data Analysis
Derived components regression using the BACON algorithm
Computational Statistics & Data Analysis
Multivariate denoising using wavelets and principal component analysis
Computational Statistics & Data Analysis
Two simple resistant regression estimators
Computational Statistics & Data Analysis
Robust detection of phone boundaries using model selection criteria with few observations
IEEE Transactions on Audio, Speech, and Language Processing
Multivariate outlier detection in exploration geochemistry
Computers & Geosciences
Using combinatorial optimization in model-based trimmed clustering with cardinality constraints
Computational Statistics & Data Analysis
Finding approximate solutions to combinatorial problems with very large data sets using BIRCH
Computational Statistics & Data Analysis
Outliers in biometrical data: What's old, What's new
International Journal of Biometrics
RelaxMCD: Smooth optimisation for the Minimum Covariance Determinant estimator
Computational Statistics & Data Analysis
Robust online signal extraction from multivariate time series
Computational Statistics & Data Analysis
A relaxed approach to combinatorial problems in robustness and diagnostics
Statistics and Computing
Fault Detection and Isolation with Robust Principal Component Analysis
International Journal of Applied Mathematics and Computer Science - Issues in Fault Diagnosis and Fault Tolerant Control
A new projection estimate for multivariate location with minimax bias
Journal of Multivariate Analysis
The minimum volume ellipsoid metric
Proceedings of the 29th DAGM conference on Pattern recognition
Fast and efficient colour inspection using sets of ellipsoidal regions
Machine Graphics & Vision International Journal
Journal of Network and Computer Applications
Robust exponential smoothing of multivariate time series
Computational Statistics & Data Analysis
Robust clusterwise linear regression through trimming
Computational Statistics & Data Analysis
Robust concentration graph model selection
Computational Statistics & Data Analysis
Error rates for multivariate outlier detection
Computational Statistics & Data Analysis
Projection-pursuit approach to robust linear discriminant analysis
Journal of Multivariate Analysis
Service time estimation with a refinement enhanced hybrid clustering algorithm
ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications
Outlier detection and robust covariance estimation using mathematical programming
Advances in Data Analysis and Classification
Robust diagnostics for the heteroscedastic regression model
Computational Statistics & Data Analysis
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Robust estimation of efficient mean---variance frontiers
Advances in Data Analysis and Classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis
Computational Statistics & Data Analysis
Finding fraud in health insurance data with two-layer outlier detection approach
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Exploring the number of groups in robust model-based clustering
Statistics and Computing
An algorithm for finding gene signatures supervised by survival time data
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
The Gaussian rank correlation estimator: robustness properties
Statistics and Computing
Robust ICA neural network and application on synthetic aperture radar (SAR) image analysis
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Outlier detection using ball descriptions with adjustable metric
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Estimating the number of clusters using multivariate location test statistics
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Computer vision architecture for real-time face and hand detection and tracking
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Interpretation of multivariate outliers for compositional data
Computers & Geosciences
Segmentation of 3-d MRI brain images using information propagation
Miar'06 Proceedings of the Third international conference on Medical Imaging and Augmented Reality
The least trimmed quantile regression
Computational Statistics & Data Analysis
On simultaneously identifying outliers and heteroscedasticity without specific form
Computational Statistics & Data Analysis
An integrated algorithm for MRI brain images segmentation
CVAMIA'06 Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis
Designing an efficient PCA based data model for wireless sensor networks
Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief
Exploring incomplete data using visualization techniques
Advances in Data Analysis and Classification
Hunting for fraudsters in random forests
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Robust analysis of default intensity
Computational Statistics & Data Analysis
Robust joint modeling of mean and dispersion through trimming
Computational Statistics & Data Analysis
Robust extreme learning machine
Neurocomputing
Designing multiple releases from the small and medium enterprises survey
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
A fast algorithm for robust constrained clustering
Computational Statistics & Data Analysis
Design optimization for robustness in multiple performance functions
Structural and Multidisciplinary Optimization
Robust estimation for vector autoregressive models
Computational Statistics & Data Analysis
Robust minimum information loss estimation
Computational Statistics & Data Analysis
A statistical framework for streaming graph analysis
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Robust estimation of location and scatter by pruning the minimum spanning tree
Journal of Multivariate Analysis
Robust constrained fuzzy clustering
Information Sciences: an International Journal
Using robust dispersion estimation in support vector machines
Pattern Recognition
Finding multivariate outliers with FastPCS
Computational Statistics & Data Analysis
Robust mixture regression using the t-distribution
Computational Statistics & Data Analysis
Robust mixture regression model fitting by Laplace distribution
Computational Statistics & Data Analysis
RDELA--a Delaunay-triangulation-based, location and covariance estimator with high breakdown point
Statistics and Computing
Robust estimation of a global Gaussian mixture by decentralized aggregations of local models
Web Intelligence and Agent Systems
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