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ICTAI
2010
IEEE
13 years 8 months ago
A Semantic Similarity Language Model to Improve Automatic Image Annotation
In recent years, with the rapid proliferation of digital images, the need to search and retrieve the images accurately, efficiently, and conveniently is becoming more acute. Automa...
Tianxia Gong, Shimiao Li, Chew Lim Tan
JMLR
2010
118views more  JMLR 2010»
13 years 5 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
ECBS
1999
IEEE
171views Hardware» more  ECBS 1999»
14 years 3 months ago
Metamodeling - Rapid Design and Evolution of Domain-Specific Modeling Environments
Model integrated computing (MIC) is gaining increased attention as an effective and efficient method for developing, maintaining, and evolving large-scale, domain-specific softwar...
Greg Nordstrom, Janos Sztipanovits, Gabor Karsai, ...
CVPR
2010
IEEE
14 years 4 months ago
Semantic Context Modeling with Maximal Margin Conditional Random Fields for Automatic Image Annotation
Context modeling for Vision Recognition and Automatic Image Annotation (AIA) has attracted increasing attentions in recent years. For various contextual information and resources,...
Yu Xiang, Xiangdong Zhou, Zuotao Liu, Tat-seng chu...
SERP
2003
14 years 12 hour ago
A Maturity Model for the Implementation of Software Process Improvement
Different advances have been made in the development of software process improvement (SPI) standards and models, e.g. capability maturity model (CMM), more recently CMMI, and ISO...
Mahmood Niazi, David Wilson