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» Machine Learning Approaches for Inducing Student Models
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AI
2007
Springer
13 years 8 months ago
Argument based machine learning
We present a novel approach to machine learning, called ABML (argumentation based ML). This approach combines machine learning from examples with concepts from the field of argum...
Martin Mozina, Jure Zabkar, Ivan Bratko
ITS
2010
Springer
157views Multimedia» more  ITS 2010»
14 years 1 months ago
A Computational Model of Accelerated Future Learning through Feature Recognition
Accelerated future learning, in which learning proceeds more effectively and more rapidly because of prior learning, is considered to be one of the most interesting measures of ro...
Nan Li, William W. Cohen, Kenneth R. Koedinger
ICML
1996
IEEE
14 years 23 days ago
Second Tier for Decision Trees
A learner's performance does not rely only on the representation language and on the algorithm inducing a hypothesis in this language. Also the way the induced hypothesis is ...
Miroslav Kubat
ISMIR
2005
Springer
205views Music» more  ISMIR 2005»
14 years 2 months ago
Learning Harmonic Relationships in Digital Audio with Dirichlet-Based Hidden Markov Models
Harmonic analysis is a standard musicological tool for understanding many pieces of Western classical music and making comparisons among them. Traditionally, this analysis is done...
J. Ashley Burgoyne, Lawrence K. Saul
SIGCSE
2008
ACM
158views Education» more  SIGCSE 2008»
13 years 8 months ago
The game of life: an outreach model for high school students with disabilities
In this hands-on special session, attendees will learn about and use a Game of Life cellular automata framework (Java) to assist with outreach activities. Using the framework, stu...
Richard E. Ladner, Tammy VanDeGrift