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Nonlinear autoregressive exogenous model

Known as: NARX, Nonlinear ARX 
In time series modeling, a nonlinear autoregressive exogenous model (NARX) is a nonlinear autoregressive model which has exogenous inputs. This means… 
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Related topics

Related topics

5 relations
Autoregressive modelPolynomialRecurrent neural networkSystem identification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Nonlinear autoregressive exogenous model (NARX) in stock price index's prediction
The stock market can provide huge profits in a relatively short time in financial sector. However, it also has a high risk for… 
2016
2016
An Optical Flow-Based Solution to the Problem of Range Identification in Perspective Vision Systems
A classical problem in machine vision is the range identification of an object moving in three-dimensional space from the two… 
2013
2013
A Novel Handover Prediction Scheme in Content Centric Networking Using Nonlinear Autoregressive Exogenous Model
Content Centric Networking (CCN) has been recently proposed as a potential candidate for the future Internet architecture. It… 
2012
2012
Effect of swarm size parameter on Binary Particle Swarm optimization-based NARX structure selection
The NARX identification process is performed in two steps, namely model structure selection and parameter estimation. Structure… 
2010
2010
An adaptive multi sensor data fusion with hybrid nonlinear ARX and Wiener-Hammerstein models for skeletal muscle force estimation
Skeletal muscle force can be estimated using surface electromyographic (sEMG) signals. Usually, the sEMG location for the sensors… 
2010
2010
Exogenous polyamines affect mycorrhizal development of Glomus mosseae-colonized citrus (Citrus tangerine) seedlings.
To increase mycorrhizal colonization of citrus, exogenous polyamines (PAs) including putrescine (Put), spermidine (Spd), and… 
2009
2009
Adaptive predictive control using recurrent neural network identification
This paper presents a new adaptive predictive control algorithm which consists of an on-line process identification part and a… 
2007
2007
Heat Exchanger Performance Prediction Modeling using NARX-type Neural Networks
The Crude Preheat Train (CPT) in a petroleum refinery recovers waste heat from product streams to preheat the crude oil. Due to… 
Highly Cited
1999
Highly Cited
1999
Background DNA damage for endogenous and unavoidable exogenous carcinogens: a basis for spontaneous cancer incidence?
: It is undisputed today that DNA is constantly being damaged in the absence of any exposure to genotoxic carcinogens by a… 
Highly Cited
1996
Highly Cited
1996
Experimental neural networks for prediction and identification
In this paper we prove the effectiveness of using simple NARX-type (nonlinear auto-regressive model with exogenous variables… 
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