Search results for "robust regression"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	G. Zioutas, Leonidas S. Pitsoulis, Antonios Avramidis	Quadratic mixed integer programming and support vectors for deleting outliers in robust regression.	Annals OR	2009	DBLP DOI BibTeX RDF	Penalty method, Least trimmed squares, Identifying outliers, Support vectors machine, Mixed integer programming, Robust regression
3	Xinzheng Zhang, Ahmad B. Rad, Yiu-Kwong Wong	A Robust Regression Model for Simultaneous Localization and Mapping in Autonomous Mobile Robot.	Journal of Intelligent and Robotic Systems	2008	DBLP DOI BibTeX RDF	Segment-based map, SLAM, Autonomous mobile robot, Robust regression
2	Marco Turrubiartes, Deni Torres Román, Marlenne Angulo, David Muñoz Rodríguez	Analysis of IP Network Path Capacity Estimation Using a Variable Packet Size Method.	CONIELECOMP	2005	DBLP DOI BibTeX RDF	Per-hop Capacity, RTT delay, IP networks, robust regression
2	Haifeng Chen, Peter Meer	Robust Regression with Projection Based M-estimators.	ICCV	2003	DBLP DOI BibTeX RDF
2	Konrad Schindler, Horst Bischof	On Robust Regression in Photogrammetric Point Clouds.	DAGM-Symposium	2003	DBLP DOI BibTeX RDF
2	E. P. Ong, M. Spann	Robust Optical Flow Computation Based on Least-Median-of-Squares Regression.	International Journal of Computer Vision	1999	DBLP DOI BibTeX RDF	least-median-of-squares robust regression, affine motion model, motion discontinuity detection, image sequence analysis, optical flow estimation
2	Y. Wang, X.-M. Hsieh, J.-H. Hu, O. Lee	Region segmentation based on active mesh representation of motion: comparison of parallel and sequential approaches. (PDF / PS)	ICIP	1995	DBLP DOI BibTeX RDF	active mesh representation, parallel approach, sequential approach, global motion parameters, K-means clustering algorithm, dominant motion, modified robust regression algorithm, cluster, parallel algorithms, image segmentation, motion estimation, image sequences, image sequence, image recognition, image representation, trajectories, mesh generation, region segmentation, layered approach
2	Peter Meer, Doron Mintz, Azriel Rosenfeld, Dong Yoon Kim	Robust regression methods for computer vision: A review.	International Journal of Computer Vision	1991	DBLP DOI BibTeX RDF
1	Francesca Torti, Domenico Perrotta, Anthony C. Atkinson, Marco Riani	Benchmark testing of algorithms for very robust regression: FS, LMS and LTS.	Computational Statistics & Data Analysis	2012	DBLP DOI BibTeX RDF
1	Yali Fan, Guoyou Qin, Zhong Yi Zhu	Variable selection in robust regression models for longitudinal data.	J. Multivariate Analysis	2012	DBLP DOI BibTeX RDF
1	Yousung Park, Daeyoung Kim, Seongyong Kim	Robust Regression Using Data Partitioning and M-Estimation.	Communications in Statistics - Simulation and Computation	2012	DBLP DOI BibTeX RDF
1	Imran Naseem, Roberto Togneri, Mohammed Bennamoun	Robust regression for face recognition.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Manoochehr Shirzaei, Thomas R. Walter	Estimating the Effect of Satellite Orbital Error Using Wavelet-Based Robust Regression Applied to InSAR Deformation Data.	IEEE T. Geoscience and Remote Sensing	2011	DBLP DOI BibTeX RDF
1	Manuel Koller, Werner A. Stahel	Sharpening Wald-type inference in robust regression for small samples.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Yoshiyuki Yabuuchi, Junzo Watada	Fuzzy Robust Regression Model by Possibility Maximization.	JACIII	2011	DBLP BibTeX RDF
1	Alessandra Durio, Ennio Davide Isaia	The Minimum Density Power Divergence Approach in Building Robust Regression Models.	Informatica, Lith. Acad. Sci.	2011	DBLP BibTeX RDF
1	Gleb Beliakov	Parallel calculation of the median and order statistics on GPUs with application to robust regression	CoRR	2011	DBLP BibTeX RDF
1	Salvador Flores	On the efficient computation of robust regression estimators.	Computational Statistics & Data Analysis	2010	DBLP DOI BibTeX RDF
1	Robin Nunkesser, Oliver Morell	An evolutionary algorithm for robust regression.	Computational Statistics & Data Analysis	2010	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robust regression and Lasso.	IEEE Transactions on Information Theory	2010	DBLP DOI BibTeX RDF
1	Kaushik Mitra, Ashok Veeraraghavan, Rama Chellappa	Robust regression using sparse learning for high dimensional parameter estimation problems.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Imran Naseem, Roberto Togneri, Mohammed Bennamoun	Robust Regression for Face Recognition.	ICPR	2010	DBLP DOI BibTeX RDF
1	Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave	Eigenspectra, a robust regression method for multiplexed Raman spectra analysis.	BIBM	2010	DBLP DOI BibTeX RDF
1	Yaoliang Yu, Min Yang, Linli Xu, Martha White, Dale Schuurmans	Relaxed Clipping: A Global Training Method for Robust Regression and Classification.	NIPS	2010	DBLP BibTeX RDF
1	Robin Nunkesser	Algorithms for regression and classification: robust regression and genetic association studies.		2009	RDF
1	Sandro Morasca	Building statistically significant robust regression models in empirical software engineering.	PROMISE	2009	DBLP DOI BibTeX RDF
1	Tim vor der Brück	Approximation of the Parameters of a Readability Formula by Robust Regression.	MLDM Posters	2009	DBLP BibTeX RDF
1	Carlos Lara-Alvarez, Leonardo Romero, Juan J. Flores, Cuauhtemoc Gomez	A Simple Sample Consensus Algorithm to Find Multiple Models.	CIARP	2009	DBLP DOI BibTeX RDF
1	Lili Pan, Mei Xie, Tao Zheng, Jianli Ren	A Robust Iris Localization Model Based on Phase Congruency and Least Trimmed Squares Estimation.	ICIAP	2009	DBLP DOI BibTeX RDF	Least Trimmed Squares Estimation, Iris Segmentation, Phase Congruency
1	Kamile Sanli Kula, Aysen Apaydin	Fuzzy Robust Regression Analysis Based on the Ranking of Fuzzy Sets.	International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems	2008	DBLP DOI BibTeX RDF
1	Rainer Grohmann, Torsten Schindler	Toward robust QSPR models: Synergistic utilization of robust regression and variable elimination.	Journal of Computational Chemistry	2008	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robust Regression and Lasso	CoRR	2008	DBLP BibTeX RDF
1	Guodong Guo, Yun Fu, Charles R. Dyer, Thomas S. Huang	Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression.	IEEE Transactions on Image Processing	2008	DBLP DOI BibTeX RDF
1	Guodong Guo, Yun Fu, Thomas S. Huang, Charles R. Dyer	Locally Adjusted Robust Regression for Human Age Estimation.	WACV	2008	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robust Regression and Lasso.	NIPS	2008	DBLP BibTeX RDF
1	Alex Y. S. Chia, Deepu Rajan, Maylor K. H. Leung, Susanto Rahardja	A split and merge based ellipse detector.	ICIP	2008	DBLP DOI BibTeX RDF
1	Nikoletta Sofra, Kin K. Leung	Estimation of Link Quality and Residual Time in Vehicular Ad Hoc Networks.	WCNC	2008	DBLP DOI BibTeX RDF
1	Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu	Robust Regularized Kernel Regression.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
1	Nicola Mastronardi, Dianne P. O'Leary	Fast robust regression algorithms for problems with Toeplitz structure.	Computational Statistics & Data Analysis	2007	DBLP DOI BibTeX RDF
1	Miika Ahdesmäki, Harri Lähdesmäki, Andrew Gracey, Ilya Shmulevich, Olli Yli-Harja	Robust regression for periodicity detection in non-uniformly sampled time-course gene expression data.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Andrew Naish-Guzman, Sean B. Holden	Robust Regression with Twinned Gaussian Processes.	NIPS	2007	DBLP BibTeX RDF
1	Benjamin C. Lee, David M. Brooks	Spatial Sampling and Regression Strategies.	IEEE Micro	2007	DBLP DOI BibTeX RDF	modeling and visualization, simulation, modeling methodologies, performance analysis and design aids, modeling of computer architecture, mathematics of computing, robust regression
1	Torbjørn Vik, Fabrice Heitz, Pierre Charbonnier	Robust Pose Estimation and Recognition Using Non-Gaussian Modeling of Appearance Subspaces.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	Statistical image representation, visual appearance, half-quadratic theory, object recognition, mean shift, nonparametric statistics, probabilistic PCA, robust regression
1	Qiang Shawn Cheng, Mehdi R. Zargham	An Efficient Compression Method for Multiplanar Reformulated Biomedical Images.	BIBE	2007	DBLP DOI BibTeX RDF
1	Li-Li Wei, Chong-Zhao Han	A Robust Method for Detecting Regression Change Points.	FSKD	2007	DBLP DOI BibTeX RDF
1	Su-Fen Chen, Hui Sun	Application of Swarm Intelligence Algorithm to Improve on Multiple Regression.	GrC	2007	DBLP DOI BibTeX RDF
1	Yadong Mu, Bingfeng Zhou	Co-segmentation of Image Pairs with Quadratic Global Constraint in MRFs.	ACCV	2007	DBLP DOI BibTeX RDF
1	Malte Kuß	Gaussian process models for robust regression, classification, and reinforcement learning.		2006	RDF
1	Sami S. Brandt	Maximum Likelihood Robust Regression by Mixture Models.	Journal of Mathematical Imaging and Vision	2006	DBLP DOI BibTeX RDF
1	Daniel Castaño, Angela Kunoth	Robust regression of scattered data with adaptive spline-wavelets.	IEEE Transactions on Image Processing	2006	DBLP DOI BibTeX RDF
1	Igor Fomenko, Mark Durst, David Balaban	Robust regression for high throughput drug screening.	Computer Methods and Programs in Biomedicine	2006	DBLP DOI BibTeX RDF
1	Johan Colliez, Franck Dufrenois, Denis Hamad	Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation.	BMVC	2006	DBLP BibTeX RDF
1	Sanja Fidler, Danijel Skocaj, Ales Leonardis	Combining Reconstructive and Discriminative Subspace Methods for Robust Classification and Regression by Subsampling.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	reconstructive methods, discriminative methods, robust classification, high-breakdown point classification, PCA, occlusion, outlier detection, LDA, Subspace methods, CCA, subsampling, robust regression
1	Li Wang, Michael D. Gordon, Ji Zhu	Regularized Least Absolute Deviations Regression and an Efficient Algorithm for Parameter Tuning.	ICDM	2006	DBLP DOI BibTeX RDF
1	Thorsten Bernholt, Roland Fried, Ursula Gather, Ingo Wegener	Modified repeated median filters.	Statistics and Computing	2006	DBLP DOI BibTeX RDF	Signal extraction, Robust filtering, Update algorithm, Computational geometry, Outliers, Drifts, Jumps
1	Tsung-Chi Cheng	Robust regression diagnostics with data transformations.	Computational Statistics & Data Analysis	2005	DBLP DOI BibTeX RDF
1	Bing-Yu Sun, De-Shuang Huang, Hai-Tao Fang, Xing-Ming Yang	A novel robust regression approach of Lidar signal based on modified least squares support vector machine.	IJPRAI	2005	DBLP DOI BibTeX RDF
1	Murlikrishna Viswanathan, Kotagiri Ramamohanarao	Designing Robust Regression Models.	Foundations of Data Mining and knowledge Discovery	2005	DBLP DOI BibTeX RDF
1	Michinari Momma	Efficient computations via scalable sparse kernel partial least squares and boosted latent features.	KDD	2005	DBLP DOI BibTeX RDF	boosted latent features, scalable and sparse kernel method, partial least squares
1	Stas Rozenfeld, Ilan Shimshoni	The Modified pbM-Estimator Method and a Runtime Analysis Technique for the RANSAC Family.	CVPR	2005	DBLP DOI BibTeX RDF
1	Volker Hilsenstein	Robust Autofocusing for Automated Microscopy Imaging of Fluorescently Labelled Bacteria.	DICTA	2005	DBLP DOI BibTeX RDF
1	Samuel Foucher, Marc Lalonde, Langis Gagnon, A.-M. Steff	Software for Automatic Detection and Monitoring of Fluorescent Lesions in Mice.	CBMS	2004	DBLP DOI BibTeX RDF
1	James W. Wisnowski, James R. Simpson, Douglas C. Montgomery, George C. Runger	Resampling methods for variable selection in robust regression.	Computational Statistics & Data Analysis	2003	DBLP DOI BibTeX RDF
1	Ariel Choukroun, Vincent Charvillat	Bucketing Techniques in Robust Regression for Computer Vision.	SCIA	2003	DBLP DOI BibTeX RDF
1	Balázs Kégl	Robust Regression by Boosting the Median.	COLT	2003	DBLP DOI BibTeX RDF
1	Konrad Schindler, Joachim Bauer	A Model-Based Method For Building Reconstruction.	HLK	2003	DBLP DOI BibTeX RDF
1	Stefan Langerman, William L. Steiger	Optimization in Arrangements.	STACS	2003	DBLP DOI BibTeX RDF
1	Ichiro Takeuchi, Yoshua Bengio, Takafumi Kanamori	Robust Regression with Asymmetric Heavy-Tail Noise Distributions.	Neural Computation	2002	DBLP DOI BibTeX RDF
1	Sheng-Tun Li, Shu-Ching Chen	Function Approximation Using Robust Wavelet Neural Networks.	ICTAI	2002	DBLP DOI BibTeX RDF	least trimmed squares, wavelet transform, outlier, function approximation, Wavelet neural network
1	Vladimir Cherkassky, Yunqian Ma	Selection of Meta-parameters for Support Vector Regression.	ICANN	2002	DBLP DOI BibTeX RDF
1	Ling-Yu Duan, Xiao-Dong Yu, Min Xu, Qi Tian	Foreground Segmentation Using Motion Vectors in Sports Video.	IEEE Pacific Rim Conference on Multimedia	2002	DBLP DOI BibTeX RDF
1	Kert Viele, Barbara Tong	Modeling with Mixtures of Linear Regressions.	Statistics and Computing	2002	DBLP DOI BibTeX RDF	hierarchical mixture of experts model, masked outliers
1	Anita C. Faul, Michael E. Tipping	A Variational Approach to Robust Regression.	ICANN	2001	DBLP DOI BibTeX RDF
1	Haifeng Chen, Peter Meer, David E. Tyler	Robust Regression for Data with Multiple Structures.	CVPR	2001	DBLP DOI BibTeX RDF
1	D. Ross Jeffery, Melanie Ruhe, Isabella Wieczorek	Using Public Domain Metrics To Estimate Software Development Effort.	IEEE METRICS	2001	DBLP DOI BibTeX RDF
1	Lothar Bergen, Fernand Meyer	A Novel Approach to Depth Ordering in Monocular Image Sequences. (PDF / PS)	CVPR	2000	DBLP DOI BibTeX RDF
1	Klaus Köster, Michael Spann	MIR: An Approach to Robust Clustering-Application to Range Image Segmentation.	IEEE Trans. Pattern Anal. Mach. Intell.	2000	DBLP DOI BibTeX RDF	segmentation comparison, clustering, Segmentation, range images, robust statistics, region merging, least-median-of-squares
1	Clark F. Olson	A General Method for Feature Matching and Model Extraction.	Workshop on Vision Algorithms	1999	DBLP DOI BibTeX RDF
1	Yaser Yacoob, Larry S. Davis	Temporal Multi-Scale Models for Flow and Acceleration.	International Journal of Computer Vision	1999	DBLP DOI BibTeX RDF	motion estimation, optical flow, non-rigid motion
1	Antonis A. Argyros, Panos E. Trahanias, Stelios C. Orphanoudakis	Robust Regression for the Detection of Independent 3D Motion by a Binocular Observer.	Real-Time Imaging	1998	DBLP DOI BibTeX RDF
1	Yaser Yacoob, Larry S. Davis	Temporal Multi-scale Models for Flow and Acceleration.	CVPR	1997	DBLP DOI BibTeX RDF
1	Antonis A. Argyros, Manolis I. A. Lourakis, Panos E. Trahanias, Stelios C. Orphanoudakis	Independent 3D Motion Detection through Robust Regression in Depth Layers.	BMVC	1996	DBLP BibTeX RDF
1	Michael J. Black, Allan D. Jepson	Estimating Optical Flow in Segmented Images Using Variable-Order Parametric Models With Local Deformations.	IEEE Trans. Pattern Anal. Mach. Intell.	1996	DBLP DOI BibTeX RDF	parameterized flow models, segmentation, Optical flow, local deformation, robust regression
1	Y. Miyazaki, M. Terakado, K. Ozaki, H. Nozaki	Robust regression for developing software estimation models.	Journal of Systems and Software	1994	DBLP DOI BibTeX RDF
1	Serge Ayer, Philippe Schroeter, Josef Bigün	Segmentation of moving objects by robust motion parameter estimation over multiple frames.	ECCV	1994	DBLP DOI BibTeX RDF
1	Andrew Stein, Michael Werman	Finding the Repeated Median Regression Line.	SODA	1992	DBLP DOI BibTeX RDF
1	Brett J. Stanley, David B. Marshall	Application of microcomputer-based robust regression methods to nonlinear data analysis.	Journal of Chemical Information and Computer Sciences	1989	DBLP BibTeX RDF