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170
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SIGSOFT
2004
ACM
16 years 14 days ago
Verifying aspect advice modularly
Aspect-oriented programming has become an increasingly important means of expressing cross-cutting program abstractions. Despite this, aspects lack support for computeraided veri...
Shriram Krishnamurthi, Kathi Fisler, Michael Green...
184
Voted
DAGM
2004
Springer
16 years 13 days ago
Learning from Labeled and Unlabeled Data Using Random Walks
We consider the general problem of learning from labeled and unlabeled data. Given a set of points, some of them are labeled, and the remaining points are unlabeled. The goal is to...
Dengyong Zhou, Bernhard Schölkopf
192
Voted
ECML
2004
Springer
16 years 13 days ago
Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
Pieter Jan't Hoen, Karl Tuyls
171
Voted
EVOW
2004
Springer
16 years 13 days ago
Analysis of Proteomic Pattern Data for Cancer Detection
Abstract. In this paper we analyze two proteomic pattern datasets containing measurements from ovarian and prostate cancer samples. In particular, a linear and a quadratic support ...
Kees Jong, Elena Marchiori, Aad van der Vaart
168
Voted
ICAISC
2004
Springer
16 years 12 days ago
Relevance LVQ versus SVM
Abstract. The support vector machine (SVM) constitutes one of the most successful current learning algorithms with excellent classification accuracy in large real-life problems an...
Barbara Hammer, Marc Strickert, Thomas Villmann