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» Online Dynamic Value System for Machine Learning
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FSTTCS
2004
Springer
15 years 8 months ago
Adaptive Stabilization of Reactive Protocols
A self-stabilizing distributed protocol can recover from any state-corrupting fault. A self-stabilizing protocol is called adaptive if its recovery time is proportional to the numb...
Shay Kutten, Boaz Patt-Shamir
91
Voted
IWPC
2009
IEEE
15 years 9 months ago
BugFix: A learning-based tool to assist developers in fixing bugs
We present a tool called BugFix that can assist developers in fixing program bugs. Our tool automatically analyzes the debugging situation at a statement and reports a prioritize...
Dennis Jeffrey, Min Feng, Neelam Gupta, Rajiv Gupt...
ISI
2006
Springer
15 years 2 months ago
Visualizing Authorship for Identification
As a result of growing misuse of online anonymity, researchers have begun to create visualization tools to facilitate greater user accountability in online communities. In this stu...
Ahmed Abbasi, Hsinchun Chen
135
Voted
GECCO
2006
Springer
205views Optimization» more  GECCO 2006»
15 years 6 months ago
Bounding XCS's parameters for unbalanced datasets
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
Albert Orriols-Puig, Ester Bernadó-Mansilla
162
Voted
ISOLA
2010
Springer
15 years 1 months ago
LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling
Latest results of statistical learning theory have provided techniques such us pattern analysis and relational learning, which help in modeling system behavior, e.g. the semantics ...
Alessandro Moschitti