314 search results - page 56 / 63 » Using feature construction to avoid large feature spaces in ... |
171
Voted
NIPS
2001
15 years 5 months ago
2001
Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
154
Voted
ACCV
2007
Springer
15 years 10 months ago
2007
Springer
A novel kernel discriminant transformation (KDT) algorithm based on the concept of canonical differences is presented for automatic face recognition applications. For each individu...
120
Voted
GECCO
2010
Springer
15 years 8 months ago
2010
Springer
Niching schemes, which sustain population diversity and let an evolutionary population avoid premature convergence, have been extensively studied in the research field of evoluti...
162
Voted
TNN
2011
14 years 10 months ago
2011
Domain adaptation solves a learning problem in a target domain by utilizing the training data in a different but related source domain. Intuitively, discovering a good feature rep...
128
Voted
DL
1998
Springer
15 years 8 months ago
1998
Springer
The recent explosion of on-line information in Digital Libraries and on the World Wide Web has given rise to a number of query-based search engines and manually constructed topica...