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MDM
2005
Springer
16 years 12 hour ago
Dynamically-optimized context in recommender systems
Traditional approaches to recommender systems have not taken into account situational information when making recommendations, and this seriously limits the relevance of the resul...
Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang
MLCW
2005
Springer
16 years 10 hour ago
Estimating Predictive Variances with Kernel Ridge Regression
In many regression tasks, in addition to an accurate estimate of the conditional mean of the target distribution, an indication of the predictive uncertainty is also required. Ther...
Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chap...
ECML
2004
Springer
15 years 12 months ago
Applying Support Vector Machines to Imbalanced Datasets
Support Vector Machines (SVM) have been extensively studied and have shown remarkable success in many applications. However the success of SVM is very limited when it is applied to...
Rehan Akbani, Stephen Kwek, Nathalie Japkowicz
JCDL
2003
ACM
221views Education» more  JCDL 2003»
15 years 11 months ago
The Interactive Shared Educational Environment: User Interface, System Architecture and Field Study
The user interface and system architecture of a novel Interactive Shared Educational Environment (ISEE) are presented. Based on a lightweight infrastructure, ISEE enables relative...
Xiangming Mu, Gary Marchionini, Amy Pattee
DIGITALCITIES
2003
Springer
15 years 11 months ago
Visualizing Social Patterns in Virtual Environments on a Local and Global Scale
Today a wide variety of virtual worlds, cities, gaming environments etc. exist and become part of life of their human inhabitants. However, our understanding on how technology infl...
Katy Börner, Shashikant Penumarthy, Bonnie Je...