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NIPS
1992
14 years 11 months ago
Using Aperiodic Reinforcement for Directed Self-Organization During Development
We present a local learning rule in which Hebbian learning is conditional on an incorrect prediction of a reinforcement signal. We propose a biological interpretation of such a fr...
P. Read Montague, Peter Dayan, Steven J. Nowlan, T...
ICDM
2002
IEEE
93views Data Mining» more  ICDM 2002»
15 years 2 months ago
Learning from Order Examples
We advocate a new learning task that deals with orders of items, and we call this the Learning from Order Examples (LOE) task. The aim of the task is to acquire the rule that is u...
Toshihiro Kamishima, Shotaro Akaho
ICSM
2007
IEEE
15 years 4 months ago
Smart Formatter: Learning Coding Style from Existing Source Code
The quality of identifiers, the coding style and formatting are important aspects that influence program understandings and maintenance. This is confirmed by the presence of se...
Filippo Corbo, Concettina Del Grosso, Massimiliano...
AIME
2007
Springer
15 years 4 months ago
Machine Learning Techniques for Decision Support in Anesthesia
Abstract. The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ pr...
Olivier Caelen, Gianluca Bontempi, Luc Barvais
ASP
2001
Springer
15 years 1 months ago
Learning by Answer Sets
This paper presents a novel application of answer set programming to concept learning in nonmonotonic logic programs. Given an extended logic program as a background theory, we in...
Chiaki Sakama