Slide 1The Common Methods to Determine the Parameters of Technical Standards Zhang Yue-yi China Ji Liang University Slide 2 Content Introduction Classification of quality…
Slide 1A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees Wei Fan, IBM T.J.Watson Joe McCloskey, US Department of Defense…
Slide 1On the Optimality of Probability Estimation by Random Decision Trees Wei Fan IBM T.J.Watson Slide 2 Some important facts about inductive learning Given a set of labeled…
Slide 1Is Random Model Better? - On its accuracy and efficiency - Wei Fan IBM T.J.Watson Joint work with Haixun Wang, Philip S. Yu, and Sheng Ma Slide 2 Optimal Model Loss…
Slide 1 Slide 2 Lecture 7 Intermediate Targets, Money Supply or Interest rates? Slide 3 Examine the problems related to the pegging of the rate of interest Examine Friedmans…
Slide 1Wind power scenario generation Geoffrey Pritchard University of Auckland by regression clustering Slide 2 Scenarios for stochastic optimization Uncertain problem data…
Slide 1Classification and Feature Selection for Craniosynostosis Shulin Yang, Linda G. Shapiro, Michael L. Cunningham, Matthew Speltz, Su-In Lee University of Washington…
Slide 1 Cost-Sensitive Learning for Large- Scale Hierarchical Classification of Commercial Products Jianfu Chen, David S. Warren Stony Brook University Slide 2 Classification…