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ECML
2007
Springer
15 years 11 months ago
Neighborhood-Based Local Sensitivity
Abstract. We introduce a nonparametric model for sensitivity estimation which relies on generating points similar to the prediction point using its k nearest neighbors. Unlike most...
Paul N. Bennett
NAACL
2007
15 years 6 months ago
Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts
This work evaluates a system that uses interpolated predictions of reading difficulty that are based on both vocabulary and grammatical features. The combined approach is compared...
Michael Heilman, Kevyn Collins-Thompson, Jamie Cal...
IWPC
2005
IEEE
15 years 10 months ago
Theories, Methods and Tools in Program Comprehension: Past, Present and Future
Program comprehension research can be characterized by both the theories that provide rich explanations about how programmers comprehend software, as well as the tools that are us...
Margaret-Anne D. Storey
ECOOP
1998
Springer
15 years 9 months ago
The Complexity of Type Analysis of Object Oriented Programs
One of the price tags attached to the blessings that OO brings about is a drop in efficiency due to dynamic method dispatch. Much research effort is being spent on the problem of e...
Joseph Gil, Alon Itai
VL
2010
IEEE
216views Visual Languages» more  VL 2010»
15 years 3 months ago
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
Todd Kulesza, Simone Stumpf, Margaret M. Burnett, ...