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» Hypothesis Spaces for Learning
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113
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COGSCI
2008
129views more  COGSCI 2008»
15 years 3 months ago
A Rational Analysis of Rule-Based Concept Learning
We propose a new model of human concept learning that provides a rational analysis for learning of feature-based concepts. This model is built upon Bayesian inference for a gramma...
Noah D. Goodman, Joshua B. Tenenbaum, Jacob Feldma...
165
Voted
VL
2006
IEEE
153views Visual Languages» more  VL 2006»
15 years 9 months ago
Lessons Learned from Designing a Programming System to Support Middle School Girls Creating Animated Stories
Traditional approaches to teaching computer science are often unsuccessful in attracting girls into the discipline. Our hypothesis is that presenting computer programming as a mea...
Caitlin Kelleher, Randy Pausch
178
Voted
MIRRORBOT
2005
Springer
179views Robotics» more  MIRRORBOT 2005»
15 years 9 months ago
Learning to Interpret Pointing Gestures: Experiments with Four-Legged Autonomous Robots
This paper explores the hypothesis that pointing gesture recognition can be learned using a reward based system. An experiment with two four-legged robots is presented. One of the...
Verena Vanessa Hafner, Frédéric Kapl...
120
Voted
FLAIRS
2003
15 years 5 months ago
Improving the Representation Space through Exception-Based Learning
This paper addresses the problem of improving the representation space in a rule-based intelligent system, through exception-based learning. Such a system generally learns rules c...
Cristina Boicu, Gheorghe Tecuci, Mihai Boicu, Dori...
123
Voted
RSFDGRC
1999
Springer
135views Data Mining» more  RSFDGRC 1999»
15 years 8 months ago
The Iterated Version Space Learning
Inspired with Version Space learning, the Iterated Version Space Algorithm (IVSA) has been designed and implemented to learn disjunctive concepts. IVSA dynamically partitions its s...
Jianna Jian Zhang, Nick Cercone