Keyword: time series: forecasting methods

Found 153 papers in total
The use of analogies in forecasting the annual sales of new electronics products
The use of analogies in forecasting the annual sales of new electronics products
2013,
Mathematical models are often used to describe the sales and adoption patterns of...
Formation of seasonal groups and application of seasonal indices
Formation of seasonal groups and application of seasonal indices
2014,
Estimating seasonal variations in demand is a challenging task faced by many...
Is It Better to Average Probabilities or Quantiles?
Is It Better to Average Probabilities or Quantiles?
2013,
We consider two ways to aggregate expert opinions using simple averages: averaging...
Energy consumption forecasting using a bi‐objective fuzzy linear regression model
Energy consumption forecasting using a bi‐objective fuzzy linear regression model
2012,
In this paper, a new bi‐objective fuzzy linear regression model is proposed in...
Initial Public Offerings as Lotteries: Skewness Preference and First‐Day Returns
Initial Public Offerings as Lotteries: Skewness Preference and First‐Day Returns
2012,
We find that initial public offerings (IPOs) with high expected skewness experience...
Density Forecasting of Intraday Call Center Arrivals Using Models Based on Exponential Smoothing
Density Forecasting of Intraday Call Center Arrivals Using Models Based on Exponential Smoothing
2012,
A key input to the call center staffing process is a forecast for the number of calls...
A combined usage of stochastic and quantitative risk assessment methods in the worksites: Application on an electric power provider
A combined usage of stochastic and quantitative risk assessment methods in the worksites: Application on an electric power provider
2012,
An individual method cannot build either a realistic forecasting model or a risk...
Assessing the impact of forward trading, retail liberalization, and white certificates on the Italian wholesale electricity prices
Assessing the impact of forward trading, retail liberalization, and white certificates on the Italian wholesale electricity prices
2012,
How do policy actions affect the dynamics of deregulated electricity prices? We...
Forecasting warranty claims for recently launched products
Forecasting warranty claims for recently launched products
2012,
Forecasting warranty claims for recently launched products that have short histories...
Day‐ahead electricity price forecasting by a new hybrid method
Day‐ahead electricity price forecasting by a new hybrid method
2012,
Electricity price forecasting has become necessary for power producers and consumers...
Modeling special‐day effects for forecasting intraday electricity demand
Modeling special‐day effects for forecasting intraday electricity demand
2013,
We propose and apply a novel approach for modeling special‐day effects to...
Improved estimation of electricity demand function by using of artificial neural network, principal component analysis and data envelopment analysis
Improved estimation of electricity demand function by using of artificial neural network, principal component analysis and data envelopment analysis
2013,
Due to various seasonal and monthly changes in electricity consumption and...
Feature extraction and classification models for high-dimensional profile data
Feature extraction and classification models for high-dimensional profile data
2011,
As manufacturing transitions to real-time sensing, it becomes more important to handle...
Forecasting foreign exchange rates with adaptive neural networks using radial‐basis functions and Particle Swarm Optimization
Forecasting foreign exchange rates with adaptive neural networks using radial‐basis functions and Particle Swarm Optimization
2013,
The motivation for this paper is to introduce a hybrid neural network architecture of...
A GIS‐based decision support system for hotel room rate estimation and temporal price prediction: The hotel brokers' context
A GIS‐based decision support system for hotel room rate estimation and temporal price prediction: The hotel brokers' context
2013,
The vastly increasing number of online hotel room bookings is not only intensifying...
On feature selection for traffic congestion prediction
On feature selection for traffic congestion prediction
2013,
Traffic congestion prediction plays an important role in route guidance and traffic...
When Should Zero be Included on a Scale Showing Magnitude?
When Should Zero be Included on a Scale Showing Magnitude?
2011,
This article addresses an important problem of graphing quantitative data: should one...
Algorithmic determination of the maximum possible earnings for investment strategies
Algorithmic determination of the maximum possible earnings for investment strategies
2013,
This paper proposes a new method for determining the upper bound of any investment...
Incorporating technology buying behaviour into UK‐based long term domestic stock energy models to provide improved policy analysis
Incorporating technology buying behaviour into UK‐based long term domestic stock energy models to provide improved policy analysis
2013,
The UK has a target for an 80% reduction in CO 2 emissions by 2050 from a 1990...
A good approximation of the inventory level in a (Q, r) perishable inventory system
A good approximation of the inventory level in a (Q, r) perishable inventory system
1999,
This paper derives a good approach to approximating the expected inventory level per...
Wagner versus Keynes: Public spending and national income in Italy
Wagner versus Keynes: Public spending and national income in Italy
2012,
Wagner's Law is the first model of public spending in the history of public finance....
A comparison of periodic autoregressive and dynamic factor models in intraday energy demand forecasting
A comparison of periodic autoregressive and dynamic factor models in intraday energy demand forecasting
2013,
We suggest a new approach for forecasting energy demand at an intraday resolution. The...
Forecasting hepatitis epidemic situation by applying the time series model
Forecasting hepatitis epidemic situation by applying the time series model
2012,
The autoregressive integrated moving average (ARIMA) model is one of the...
Geostationary weather radar super‐resolution modelling and reconstruction process
Geostationary weather radar super‐resolution modelling and reconstruction process
2012,
The geostationary weather radar reflectivity data of low horizontal resolution would...
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