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» Efficient Learning of Relational Object Class Models
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94
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ETS
2006
IEEE
114views Hardware» more  ETS 2006»
15 years 15 days ago
From Research Resources to Learning Objects: Process Model and Virtualization Experiences
Typically, most research and academic institutions own and archive a great amount of objects and research related resources that have been produced, used and maintained over long ...
José Luis Sierra, Alfredo Fernández-...
ICDM
2005
IEEE
137views Data Mining» more  ICDM 2005»
15 years 6 months ago
Leveraging Relational Autocorrelation with Latent Group Models
The presence of autocorrelation provides a strong motivation for using relational learning and inference techniques. Autocorrelation is a statistical dependence between the values...
Jennifer Neville, David Jensen
86
Voted
CIKM
2008
Springer
15 years 2 months ago
Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization
We introduce a multi-stage ensemble framework, ErrorDriven Generalist+Expert or Edge, for improved classification on large-scale text categorization problems. Edge first trains a ...
Jian Huang 0002, Omid Madani, C. Lee Giles
116
Voted
TON
2008
131views more  TON 2008»
15 years 12 days ago
Capacity management and equilibrium for proportional QoS
Differentiated services architectures are scalable solutions for providing class-based Quality of Service (QoS) over packet switched networks. While qualitative attributes of the o...
Ishai Menache, Nahum Shimkin
CVPR
2005
IEEE
16 years 2 months ago
Semi-Supervised Learning Based Object Detection in Aerial Imagery
Object detection in aerial imagery has been well studied in computer vision for years. However, given the complexity of large variations of the appearance of the object and the ba...
Jian Yao, Zhongfei (Mark) Zhang