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DAGM
2004
Springer
14 years 2 months ago
Learning with Distance Substitution Kernels
Abstract. During recent years much effort has been spent in incorporating problem specific a-priori knowledge into kernel methods for machine learning. A common example is a-prior...
Bernard Haasdonk, Claus Bahlmann
ECML
2004
Springer
14 years 2 months ago
Dynamic Asset Allocation Exploiting Predictors in Reinforcement Learning Framework
Given the pattern-based multi-predictors of the stock price, we study a method of dynamic asset allocation to maximize the trading performance. To optimize the proportion of asset ...
Jangmin O, Jae Won Lee, Jongwoo Lee, Byoung-Tak Zh...
FATES
2004
Springer
14 years 2 months ago
Specifying and Generating Test Cases Using Observer Automata
We present a technique for specifying coverage criteria and a method for generating test suites for systems whose behaviours can be described as extended finite state machines (EF...
Johan Blom, Anders Hessel, Bengt Jonsson, Paul Pet...
GI
2004
Springer
14 years 2 months ago
Assessing the Quality of Natural Language Text Data
: We follow an empirical approach from data quality toward text quality, where the expectations of the consumer, human or machine, take the centre stage. We try to obtain numerical...
Daniel Sonntag
JSSPP
2004
Springer
14 years 2 months ago
Parallel Computer Workload Modeling with Markov Chains
Abstract. In order to evaluate different scheduling strategies for parallel computers, simulations are often executed. As the scheduling quality highly depends on the workload tha...
Baiyi Song, Carsten Ernemann, Ramin Yahyapour