Ernst Haselsteiner  Home/Search
Context
Related
| dpmi.tugraz.ac.at/~hasi...nnsp99.ps.gz Cached: PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
PS.gz PS Image Update HelpFrom: dpmi.tugraz.ac.at/~hasi/pubs (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: . To train a classi er with supervised learning appropriate targets have to be provided. In the case of time series this can be complicated if there is only one target for the whole time series, but the learning algorithm needs a target at each time step. In this paper a new technique is introduced, which is able to provide appropriate targets at each time step. As a result of this technique the impact on classi cation of each time step is determined, which is very useful in applying the... (Update)
Similar documents based on text: More All
0.1: Improving Learning by Using Dynamic Targets - Haselsteiner (Correct)
0.1: Supervised Learning without Numerical Targets - An.. - Haselsteiner, Principe (2000) (Correct)
0.1: What Elman Networks Cannot Do - Haselsteiner (Correct)
BibTeX entry: (Update)
@misc{ haselsteiner-time,
author = "Ernst Haselsteiner",
title = "Time Series Classification Using Adaptive Dynamic Targets",
url = "citeseer.ist.psu.edu/405214.html" }
Citations (may not include all citations):1662 Neural Networks for Pattern Recognition (context) - Bishop - 1996
550 Parallel Distributed Processing (context) - Rumelhart, McClelland - 1986
73 Serial order: A parallel distributed processing approach (context) - Jordan - 1986
58 Macmillan College Publishing Company (context) - Haykin, Networks - 1994
31 Time series prediction by using a connectionist network with.. (context) - Wan - 1993
22 a new neural network architecture for time series modeling (context) - Back, Tsoi et al. - 1991
8 EEGbased discrimination between imagination of right and lef.. (context) - Pfurtscheller, Neuper et al. - 1997
4 Neural learning of chaotic dynamics: The error propagation a.. - Bakker, Schouten et al. - 1997
4 Stability of xed points and periodic orbits and bifurcations.. (context) - Blum, Wang - 1992
4 The Handbook of Brain Theory and Neural Networks (context) - Wang, Blum et al. - 1995
3 Raum-zeitliches Chaos in neuronalen Netzen (context) - Bauer - 1994
Documents on the same site (http://www.dpmi.tu-graz.ac.at/~hasi/pubs.html): More
Improving Learning by Using Dynamic Targets - Haselsteiner (Correct)
Neural Based Methods for Time Series Classification - Haselsteiner (2000) (Correct)
Supervised Learning without Numerical Targets - An.. - Haselsteiner, Principe (2000) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC