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ICML
2009
IEEE
14 years 11 months ago
Learning nonlinear dynamic models
We present a novel approach for learning nonlinear dynamic models, which leads to a new set of tools capable of solving problems that are otherwise difficult. We provide theory sh...
John Langford, Ruslan Salakhutdinov, Tong Zhang
CDC
2008
IEEE
141views Control Systems» more  CDC 2008»
14 years 4 months ago
Generalized linear dynamic factor models - a structure theory
— In this paper we present a structure theory for generalized linear dynamic factor models (GDFM’s). Emphasis is laid on the so-called zeroless case. GDFM’s provide a way of ...
Brian D. O. Anderson, Manfred Deistler
CANS
2005
Springer
120views Cryptology» more  CANS 2005»
14 years 3 months ago
A New Model for Dynamic Intrusion Detection
Building on the concepts and the formal definitions of self, nonself, antigen, and detector introduced in the research of network intrusion detection, the dynamic evolution models...
Tao Li, XiaoJie Liu, Hongbin Li
ACRI
2006
Springer
14 years 4 months ago
Social Distances Model of Pedestrian Dynamics
Abstract. The knowledge of phenomena connected with pedestrian dynamics is desired in the process of developing public facilities. Nowadays, there is a necessity of creating variou...
Jaroslaw Was, Bartlomiej Gudowski, Pawel J. Matusz...
EVOW
2009
Springer
13 years 7 months ago
The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation
Abstract. In this paper we propose a new benchmark problem for dynamic combinatorial optimisation. Unlike most previous benchmarks, we focus primarily on the underlying dynamics of...
Philipp Rohlfshagen, Xin Yao