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ICSM
2007
IEEE
15 years 10 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 10 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 7 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
KCAP
2011
ACM
14 years 7 months ago
Integrating knowledge capture and supervised learning through a human-computer interface
Some supervised-learning algorithms can make effective use of domain knowledge in addition to the input-output pairs commonly used in machine learning. However, formulating this a...
Trevor Walker, Gautam Kunapuli, Noah Larsen, David...
ML
2008
ACM
110views Machine Learning» more  ML 2008»
15 years 2 months ago
A theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum, Nathan Srebro