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ICML
1990
IEEE
15 years 10 months ago
Average Case Analysis of Conjunctive Learning Algorithms
We present an approach to modeling the average case behavior of learning algorithms. Our motivation is to predict the expected accuracy of learning algorithms as a function of the...
Michael J. Pazzani, Wendy Sarrett
AIIDE
2009
15 years 7 months ago
Case-Based Reasoning for Build Order in Real-Time Strategy Games
We present a case-based reasoning technique for selecting build orders in a real-time strategy game. The case retrieval process generalizes features of the game state and selects ...
Ben George Weber, Michael Mateas
ICCBR
2007
Springer
16 years 24 days ago
Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge
Abstract. Making case adaptation practical is a longstanding challenge for casebased reasoning. One of the impediments to widespread use of automated case adaptation is the adaptat...
David B. Leake, Jay H. Powell
ESEM
2007
ACM
15 years 10 months ago
Defect Detection Efficiency: Test Case Based vs. Exploratory Testing
This paper presents a controlled experiment comparing the defect detection efficiency of exploratory testing (ET) and test case based testing (TCT). While traditional testing lite...
Juha Itkonen, Mika Mäntylä, Casper Lasse...
ICSM
2002
IEEE
15 years 11 months ago
A Case Study of Unanticipated Incremental Change
Incremental changes add new functionality and properties to software. They are the core of software evolution, maintenance, iterative development, agile development, and similar s...
Václav Rajlich, Prashant Gosavi