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FTDCS
2004
IEEE
15 years 1 months ago
Towards an Integrated Architecture for Peer-to-Peer and Ad Hoc Overlay Network Applications
Peer-to-peer (P2P) networks and mobile ad hoc networks (MANET) share some key characteristics: selforganization and decentralization, and both need to solve the same fundamental p...
Lu Yan, Kaisa Sere, Xinrong Zhou, Jun Pang
ESANN
2004
14 years 11 months ago
Input Space Bifurcation Manifolds of RNNs
We derive analytical expressions of local codim-1-bifurcations for a fully connected, additive, discrete-time RNN, where we regard the external inputs as bifurcation parameters. Th...
Robert Haschke, Jochen J. Steil
FLAIRS
2004
14 years 11 months ago
Spatiotemporal Novelty Detection Using Resonance Networks
We present a single-layer recurrent neural network that implements novelty detection for spatiotemporal patterns. The architecture is based on the structure of region CA3 in the h...
Benjamin A. Rowland, Anthony S. Maida
IADIS
2004
14 years 11 months ago
Expert Systems and Business Intelligence Applications in Knowledge Management Processes
The paper discusses information and knowledge as the primary factors conditioning the efficiency of decision taking processes. Business Intelligence systems and Expert Systems are...
Leszek Kieltyka, Edyta Kulej-Dudek
UAI
2004
14 years 11 months ago
Exponential Families for Conditional Random Fields
In this paper we define conditional random fields in reproducing kernel Hilbert spaces and show connections to Gaussian Process classification. More specifically, we prove decompo...
Yasemin Altun, Alexander J. Smola, Thomas Hofmann