Ziyang Liu, Sivaramakrishnan Natarajan, et al.
VLDB
A probabilistic estimation framework for predictive modeling analytics was presented. IBM ProbE is an extensible, embeddable and scalable modeling engine for implementing segmentation-based modeling techniques. Here the data records are partitioned into segments and separate predictive models are developed for each segments. It ignores the strong influence that segmentation exerts on the predictive accuracies of the models within each segment.
Ziyang Liu, Sivaramakrishnan Natarajan, et al.
VLDB
Thomas R. Puzak, A. Hartstein, et al.
CF 2007
Kafai Lai, Alan E. Rosenbluth, et al.
SPIE Advanced Lithography 2007
Israel Cidon, Leonidas Georgiadis, et al.
IEEE/ACM Transactions on Networking