Similarity-based Classification: Concepts and Algorithms
Y. Chen, E. K. Garcia, M. R. Gupta, A. Rahimi and L. Cazzanti,
JMLR
2009
Added: Monday, April 06, 2009 by Yihua Chen - University of Washington
Tags:
classification, learning, similarity
Kernel-based data fusion and its application to protein function predi...
G. R. G. Lanckriet, M. Deng, N. Cristianini, M. I. Jordan, and W. S. Noble,
Pacific Symposium on Biocomputing
2004
Added: Tuesday, March 10, 2009 by Yihua Chen - University of Washington
Tags:
Classification, MultipleKernelLearning, SVM
An SMO Algorithm for the Potential Support Vector Machine
T. Knebel, S. Hochreiter and K. Obermayer,
Neural Computation
2008
Added: Monday, December 29, 2008 by Yihua Chen - University of Washington
Tags:
Learning, SVM, Classification
Perceptual Feature Identification for Active Sonar Echoes
S. Philips, J. Pitton and L. Atlas ,
IEEE OCEANS
2006
Added: Wednesday, November 05, 2008 by Eric Garcia - University of Washington
Tags:
HumanJudgement
Framework for kernel regularization with application to protein cluste...
F. Lu, S. Keles, S. J. Wright and G. Wahba,
PNAS
2005
Added: Tuesday, March 10, 2009 by Yihua Chen - University of Washington
Tags:
Dissimilarity, Embedding
Improved Guarantees for Learning via Similarity Functions.
N. Balcan, A. Blum and N. Srebro,
COLT
2008
Added: Saturday, November 01, 2008 by Eric Garcia - University of Washington
Tags:
Similarity
On information and representation of non-Euclidean pairwise data
J. Laub, V. Roth, J. M. Buhmann and K. Muller,
Pattern Recognition
2006
Added: Tuesday, December 16, 2008 by Maya Gupta - Univ. of Washington
Tags:
Similarity
The Pyramid Match Kernel: Discriminative Classification with Sets of I...
G. K. Grauman and T. Darrell,
ICCV
2005
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Similarity, Vision
Identification of Incomplete Networks
J. E. Driskell and T. McDonald,
Florida Maxima Corporation Technical Report
2008
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
SocialNetwork
3D Face Recognition using Euclidean Integral Invariants Signature
S. Feng, H. Krim and I. A. Kogan,
IEEE Statistical Signal Processing
2007
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Vision
UCI Machine Learning Repository
A. Asuncion and D. J. Newman,
Web Resource
2007
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Database
Pairwise Data Clustering by Deterministic Annealing
T. Hoffmann and J.M. Buhmann,
PAMI
1997
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Similarity
Local Similarity Discriminant Analysis
L. Cazzanti and M. R. Gupta,
ICML
2007
Added: Monday, December 29, 2008 by Yihua Chen - University of Washington
Tags:
Classification, GenerativeModel, Similarity
Learning Generative Visual Models From Few Training Examples: An Incre...
L. Fei-Fei, R. Fergus and P. Perona,
CVPR Workshop on Generative-Model Based Vision
2004
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Vision
Support Vector Machines for Dyadic Data
S. Hochreiter and K. Obermayer,
Neural Computation
2006
Added: Monday, December 29, 2008 by Yihua Chen - University of Washington
Tags:
Learning, SVM, Classification
Support Vector Machine Classification with Indefinite Kernels
R. Luss and A. d'Aspremont,
NIPS
2007
Added: Monday, December 29, 2008 by Yihua Chen - University of Washington
Tags:
Classification, SVM
Learning Similarity with Operator-valued Large-margin Classifiers
A. Maurer,
JMLR
2008
Added: Friday, January 23, 2009 by Andreas Maurer - none
Tags:
Classification, Learning, Similarity
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Cat...
H. Zhang and A. C. Berg and M. Maire and J. Malik,
CVPR
2006
Added: Monday, December 29, 2008 by Yihua Chen - University of Washington
Tags:
SVM, Classification, Vision
Object Recognition From Local Scale-invariant Features
D. G. Lowe,
ICCV
1999
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Vision
Toward Memory-Based Reasoning
C. Stanfill and D. Waltz,
Communications of the ACM
1986
Added: Thursday, November 06, 2008 by Eric Garcia - University of Washington
Tags:
Similarity