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» Learning Behavior Models for Hybrid Timed Systems
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GECCO
2009
Springer
200views Optimization» more  GECCO 2009»
15 years 11 months ago
Optimization of the trading rule in foreign exchange using genetic algorithm
The generation of profitable trading rules for Foreign Exchange (FX) investments is a difficult but popular problem. The use of Machine Learning in this problem allows us to obtai...
Akinori Hirabayashi, Claus de Castro Aranha, Hitos...
MOBIHOC
2008
ACM
16 years 4 months ago
On the need for bidirectional coupling of road traffic microsimulation and network simulation
Simulation of network protocol behavior in Vehicular Ad Hoc Network (VANET) scenarios is strongly demanded for evaluating the applicability of developed network protocols. In this...
Christoph Sommer, Zheng Yao, Reinhard German, Falk...
CDC
2010
IEEE
161views Control Systems» more  CDC 2010»
14 years 11 months ago
Circadian system modeling and phase control
Circadian rhythms are biological processes found in all living organisms, from plants to insects to mammals that repeat with a period close to, but not exactly, 24 hours. In the ab...
Jiaxiang Zhang, Andrew Bierman, John T. Wen, Agung...
SP
1999
IEEE
184views Security Privacy» more  SP 1999»
15 years 8 months ago
A Data Mining Framework for Building Intrusion Detection Models
There is often the need to update an installed Intrusion Detection System (IDS) due to new attack methods or upgraded computing environments. Since many current IDSs are construct...
Wenke Lee, Salvatore J. Stolfo, Kui W. Mok
WWW
2010
ACM
15 years 11 months ago
Factorizing personalized Markov chains for next-basket recommendation
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...
Steffen Rendle, Christoph Freudenthaler, Lars Schm...