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Trivedi, Shubhendu; Pardos, Zachary A.; Sarkozy, Gabor N.; Heffernan, Neil T. – International Educational Data Mining Society, 2012
Learning a more distributed representation of the input feature space is a powerful method to boost the performance of a given predictor. Often this is accomplished by partitioning the data into homogeneous groups by clustering so that separate models could be trained on each cluster. Intuitively each such predictor is a better representative of…
Descriptors: Homogeneous Grouping, Prediction, Tutors, Cluster Grouping
Cannon, Michael, Ed. – Tempo, 2002
This document presents four issues of the Texas Association for the Gifted and Talented's quarterly publication, each of which focused on a particular theme: (1) instructional grouping options; (2) humanities and gifted students; (3) math and science; and (4) a 25th anniversary issue, "Silver Legacy: Shining on the Future for Gifted…
Descriptors: Child Advocacy, Cluster Grouping, Educational Trends, Elementary Secondary Education

Bernal, Ernesto M. – Gifted Child Quarterly, 2003
The Growing Giftedness Model for teaching gifted students is presented, which includes the following features: identification that relies entirely on scores and on demonstrated performance; cluster grouping during elementary school and classes dominated by gifted students at the secondary level; acceleration and enrichment; creative expression…
Descriptors: Acceleration (Education), Cluster Grouping, Counseling Services, Creative Expression