PR 2006 - PDF Preprint Papers

PR 2006

Teaser Browsing | Click Here

Title Browsing | Click Here

Wall of Fame | Most Viewed PR-2006 Paper

click to vote

PR
2006

229views more PR 2006»

FS_SFS: A novel feature selection method for support vector machines

14 years 14 days ago

Download www.stat.umn.edu

In many pattern recognition applications, high-dimensional feature vectors impose a high computational cost as well as the risk of "overfitting". Feature Selection addre...

Yi Liu, Yuan F. Zheng

claim paper

Read More »

Disclaimer and Copyright Notice

Sciweavers respects the rights of all copyright holders and in this regard, authors are only allowed to share a link to their preprint paper on their own website. Every contribution is associated with a desciptive image. It is the sole responsibility of the authors to ensure that their posted image is not copyright infringing. This service is compliant with IEEE copyright.

Id	Views	Title	Status

1	229	FS_SFS: A novel feature selection method for support vector machines	claim
2	209	Low resolution face recognition based on support vector data description	claim
3	168	Adaptive degraded document image binarization	claim
4	167	Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication
5	164	Locally linear metric adaptation with application to semi-supervised clustering and image retrieval	claim
6	161	Incremental wrapper-based gene selection from microarray data for cancer classification	claim
7	155	3D face detection using curvature analysis	claim
8	154	A fuzzy logic approach for detection of video shot boundaries	claim
9	152	Edit distance-based kernel functions for structural pattern classification	claim
10	147	Robust locally linear embedding	claim
11	145	Gait recognition using linear time normalization	claim
12	141	Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval	claim
13	132	Some approaches to improve tree-based nearest neighbour search algorithms	claim
14	131	A face recognition system based on automatically determined facial fiducial points	claim
15	127	On solving the face recognition problem with one training sample per subject	claim
16	127	Unsupervised possibilistic clustering	claim
17	125	Palmprint identification using feature-level fusion	claim
18	122	Integration of fuzzy spatial relations in deformable models - Application to brain MRI segmentation	claim
19	122	Fast multiscale clustering and manifold identification	claim
20	120	Alternative learning vector quantization	claim
21	119	Fingerprint matching by genetic algorithms	claim
22	119	Performance evaluation and optimization for content-based image retrieval	claim
23	119	Fuzzy Bayesian validation for cluster analysis of yeast cell-cycle data	claim
24	117	On transforming statistical models for non-frontal face verification	claim
25	116	Correspondence matching using kernel principal components analysis and label consistency constraints	claim
26	116	Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data	claim
27	115	Diagonal principal component analysis for face recognition	claim
28	115	Visual surveillance by dynamic visual attention method	claim
29	114	Orientation feature for fingerprint matching	claim
30	113	Face recognition from a single image per person: A survey	claim
31	112	RBF-based neurodynamic nearest neighbor classification in real pattern space	claim
32	112	Understanding gestures with systematic variations in movement dynamics	claim
33	111	The Bhattacharyya space for feature selection and its application to texture segmentation	claim
34	111	An adaptive error penalization method for training an efficient and generalized SVM	claim
35	110	Classifying protein sequences using hydropathy blocks	claim
36	108	Boosted discriminant projections for nearest neighbor classification	claim
37	107	Pyramid segmentation algorithms revisited	claim
38	106	The solutions of equation-based noise detector for an adaptive median filter	claim
39	102	Prototype selection for dissimilarity-based classifiers	claim
40	101	Efficient Legendre moment computation for grey level images	claim
41	101	Feature-based approach to semi-supervised similarity learning	claim
42	100	An analysis of BioHashing and its variants	claim
43	99	Authenticating corrupted photo images based on noise parameter estimation	claim
44	99	Multisets mixture learning-based ellipse detection	claim
45	99	Class-dependent PCA, MDC and LDA: A combined classifier for pattern classification	claim
46	98	Rule-based cleanup of on-line English ink notes	claim
47	95	Classification of acoustic events using SVM-based clustering schemes	claim
48	95	Subspace independent component analysis using vector kurtosis	claim
49	93	Learning the kernel parameters in kernel minimum distance classifier	claim
50	89	Gaussian fields for semi-supervised regression and correspondence learning	claim
51	89	Semidefinite spectral clustering	claim
52	88	Directional features in online handwriting recognition	claim
53	88	A colorization algorithm based on local MAP estimation	claim
54	88	A coprocessor architecture for fast protein structure prediction	claim
55	87	Prototype reduction schemes applicable for non-stationary data sets	claim
56	85	Locally adaptable mathematical morphology using distance transformations	claim
57	84	Geometric visualization of clusters obtained from fuzzy clustering algorithms	claim
58	84	Document zone content classification and its performance evaluation	claim
59	84	Clustering techniques for protein surfaces	claim
60	83	Optimal convex error estimators for classification	claim
61	81	Learning stochastic edit distance: Application in handwritten character recognition	claim
62	80	Gestalt-based feature similarity measure in trademark database	claim
63	80	Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence	claim
64	78	Similarity-based analysis for large networks of ultra-low resolution sensors	claim
65	77	Preserving boundaries for image texture segmentation using grey level co-occurring probabilities	claim
66	76	Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints	claim
67	76	A pattern recognition-based approach for phylogenetic network construction with constrained recombination	claim
68	75	Protein classification by matching and clustering surface graphs	claim
69	69	A framework for multiple snakes and its applications	claim
70	68	Improved Bayesian image denoising based on wavelets with applications to electron microscopy	claim
71	65	Why direct LDA is not equivalent to LDA	claim
72	65	From lines to epipoles through planes in two views	claim
73	64	A novel image-hiding scheme based on block difference	claim
74	57	Eliminating redundancy and irrelevance using a new MLP-based feature selection method	claim

Sciweavers

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers