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FLAIRS
2001
15 years 8 months ago
Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers
Recently we have proposed an algorithm of constructing hierarchical neural network classifiers (HNNC), that is based on a modification of error back-propagation. This algorithm co...
S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju...
NIPS
2003
15 years 8 months ago
Dynamical Modeling with Kernels for Nonlinear Time Series Prediction
We consider the question of predicting nonlinear time series. Kernel Dynamical Modeling (KDM), a new method based on kernels, is proposed as an extension to linear dynamical model...
Liva Ralaivola, Florence d'Alché-Buc
ISORC
2008
IEEE
16 years 28 days ago
Toward Libraries for Real-Time Java
Reusable libraries are problematic for real-time software in Java. Using Java’s standard class library, for example, demands meticulous coding and testing to avoid response time...
Trevor Harmon, Martin Schoeberl, Raimund Kirner, R...
CAV
2001
Springer
107views Hardware» more  CAV 2001»
15 years 11 months ago
Job-Shop Scheduling Using Timed Automata
In this paper we show how the classical job-shop scheduling problem can be modeled as a special class of acyclic timed automata. Finding an optimal schedule corresponds, then, to n...
Yasmina Abdeddaïm, Oded Maler
POPL
2008
ACM
16 years 6 months ago
Extensible encoding of type hierarchies
The subtyping test consists of checking whether a type t is a descendant of a type r (Agrawal et al. 1989). We study how to perform such a test efficiently, assuming a dynamic hie...
Hamed Seiied Alavi, Seth Gilbert, Rachid Guerraoui