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CVPR
1999
IEEE
16 years 1 months ago
A Framework for Learning Query Concepts in Image Classification
Aparna Lakshmi Ratan, Oded Maron, Tomás Loz...
CORR
2002
Springer
99views Education» more  CORR 2002»
14 years 11 months ago
The Identification of Context-Sensitive Features: A Formal Definition of Context for Concept Learning
A large body of research in machine learning is concerned with supervised learning from examples. The examples are typically represented as vectors in a multi-dimensional feature ...
Peter D. Turney
AAAI
2006
15 years 1 months ago
Learning Systems of Concepts with an Infinite Relational Model
Relationships between concepts account for a large proportion of semantic knowledge. We present a nonparametric Bayesian model that discovers systems of related concepts. Given da...
Charles Kemp, Joshua B. Tenenbaum, Thomas L. Griff...
KDD
2004
ACM
164views Data Mining» more  KDD 2004»
16 years 6 days ago
Cluster-based concept invention for statistical relational learning
We use clustering to derive new relations which augment database schema used in automatic generation of predictive features in statistical relational learning. Clustering improves...
Alexandrin Popescul, Lyle H. Ungar
OOPSLA
2004
Springer
15 years 5 months ago
Event-driven programming facilitates learning standard programming concepts
We have designed a CS 1 course that integrates event-driven programming from the very start. In [2] we argued that event-driven programming is simple enough for CS 1 when introduc...
Kim B. Bruce, Andrea Pohoreckyj Danyluk