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IWBRS
2005
Springer
168views Biometrics» more  IWBRS 2005»
15 years 10 months ago
Gabor Feature Selection for Face Recognition Using Improved AdaBoost Learning
Though AdaBoost has been widely used for feature selection and classifier learning, many of the selected features, or weak classifiers, are redundant. By incorporating mutual infor...
LinLin Shen, Li Bai, Daniel Bardsley, Yangsheng Wa...
CLEIEJ
2008
82views more  CLEIEJ 2008»
15 years 4 months ago
Postal Envelope Segmentation using Learning-Based Approach
This paper presents a learning-based approach to segment postal address blocks where the learning step uses only one pair of images (a sample image and its ideal segmented solutio...
Horacio Andrés Legal-Ayala, Jacques Facon, ...
ICML
2002
IEEE
16 years 5 months ago
Learning Decision Trees Using the Area Under the ROC Curve
ROC analysis is increasingly being recognised as an important tool for evaluation and comparison of classifiers when the operating characteristics (i.e. class distribution and cos...
César Ferri, José Hernández-O...
SIGCSE
2009
ACM
212views Education» more  SIGCSE 2009»
16 years 5 months ago
Using peer-led team learning to increase participation and success of under-represented groups in introductory computer science
This paper describes the implementation and evaluation of a program that uses active recruiting and peer-led team learning to try to increase the participation and success of wome...
Susan Horwitz, Susan H. Rodger, Maureen Biggers, D...
ICMCS
2007
IEEE
126views Multimedia» more  ICMCS 2007»
15 years 11 months ago
Learning from Relevance Feedback Sessions using a K-Nearest-Neighbor-Based Semantic Repository
This paper introduces a flexible learning approach for image retrieval with relevance feedback. A semantic repository is constructed offline by applying the k-nearest-neighborbase...
Matthew Royal, Ran Chang, Xiaojun Qi