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ICANN
2001
Springer
15 years 6 months ago
Online Symbolic-Sequence Prediction with Discrete-Time Recurrent Neural Networks
This paper studies the use of discrete-time recurrent neural networks for predicting the next symbol in a sequence. The focus is on online prediction, a task much harder than the c...
Juan Antonio Pérez-Ortiz, Jorge Calera-Rubi...
WWW
2001
ACM
16 years 2 months ago
Using proxy cache relocation to accelerate Web browsing in wireless/mobile communications
Mobile computing is considered of major importance to the computing industry for the forthcoming years due to the progress in the wireless communications area. A proxy-based archi...
Stathes Hadjiefthymiades, Lazaros F. Merakos
AUSAI
2006
Springer
15 years 5 months ago
Polynomial Pipelined Neural Network and Its Application to Financial Time Series Prediction
A novel type of higher order pipelined neural network, the polynomial pipelined neural network, is presented. The network is constructed from a number of higher order neural networ...
Abir Jaafar Hussain, Adam Knowles, Paulo J. G. Lis...
PPSN
1998
Springer
15 years 5 months ago
Ant Colonies for Adaptive Routing in Packet-Switched Communications Networks
In this paper we present AntNet, a novel adaptive approach to routing tables learning in packet-switched communications networks. AntNet is inspired by the stigmergy model of commu...
Gianni Di Caro, Marco Dorigo
SIGSOFT
2008
ACM
16 years 2 months ago
Predicting failures with developer networks and social network analysis
Software fails and fixing it is expensive. Research in failure prediction has been highly successful at modeling software failures. Few models, however, consider the key cause of ...
Andrew Meneely, Laurie Williams, Will Snipes, Jaso...