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GECCO
2011
Springer
276views Optimization» more  GECCO 2011»
14 years 3 months ago
Evolution of reward functions for reinforcement learning
The reward functions that drive reinforcement learning systems are generally derived directly from the descriptions of the problems that the systems are being used to solve. In so...
Scott Niekum, Lee Spector, Andrew G. Barto
ICSE
2011
IEEE-ACM
14 years 3 months ago
Pragmatic prioritization of software quality assurance efforts
A plethora of recent work leverages historical data to help practitioners better prioritize their software quality assurance efforts. However, the adoption of this prior work in p...
Emad Shihab
RSFDGRC
2011
Springer
255views Data Mining» more  RSFDGRC 2011»
14 years 2 months ago
Construction and Analysis of Web-Based Computer Science Information Networks
WINACS (Web-based Information Network Analysis for Computer Science) is a project that incorporates many recent, exciting developments in data sciences to construct a Web-based co...
Jiawei Han
SIGMETRICS
2011
ACM
270views Hardware» more  SIGMETRICS 2011»
14 years 2 months ago
Scalable monitoring via threshold compression in a large operational 3G network
Threshold-based performance monitoring in large 3G networks is very challenging for two main factors: large network scale and dynamics in both time and spatial domains. There exis...
Suk-Bok Lee, Dan Pei, MohammadTaghi Hajiaghayi, Io...
SIGMOD
2011
ACM
455views Database» more  SIGMOD 2011»
14 years 2 months ago
DBWiki: a structured wiki for curated data and collaborative data management
Wikis have proved enormously successful as a means to collaborate in the creation and publication of textual information. At the same time, a large number of curated databases hav...
Peter Buneman, James Cheney, Sam Lindley, Heiko M&...