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CSDA
2008
128views more  CSDA 2008»
15 years 3 months ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
SIGIR
2011
ACM
14 years 5 months ago
Fast context-aware recommendations with factorization machines
The situation in which a choice is made is an important information for recommender systems. Context-aware recommenders take this information into account to make predictions. So ...
Steffen Rendle, Zeno Gantner, Christoph Freudentha...
151
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ISCA
1995
IEEE
120views Hardware» more  ISCA 1995»
15 years 6 months ago
Streamlining Data Cache Access with Fast Address Calculation
For many programs, especially integer codes, untolerated load instruction latencies account for a significant portion of total execution time. In this paper, we present the desig...
Todd M. Austin, Dionisios N. Pnevmatikatos, Gurind...
CVPR
2008
IEEE
15 years 9 months ago
Normalized tree partitioning for image segmentation
In this paper, we propose a novel graph based clustering approach with satisfactory clustering performance and low computational cost. It consists of two main steps: tree fitting...
Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Chang...
AAAI
2006
15 years 4 months ago
Anytime Induction of Decision Trees: An Iterative Improvement Approach
Most existing decision tree inducers are very fast due to their greedy approach. In many real-life applications, however, we are willing to allocate more time to get better decisi...
Saher Esmeir, Shaul Markovitch