Evaluation of Forecast Scheme Performances Based on Statistical Error Measurements
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 8
Abstract
This paper will review various forecast schemes. Some of the forecast schemes are based on data mining. Forecast schemes are introduced to reduce urban traffic congestion and to manage the travel information. The underlying reason is that the capacity of transportation traffic system is regularly exceeded by traffic demand. We will evaluate and compare forecast schemes performance based on statistical error measurements. There are three basic strategies to relieve congestion; the first strategy is to increase the transportation infrastructure. However this strategy is very expensive and can only be accomplished in the long term. The second strategy is to limit the traffic demand or make traveling more expensive, which will be strongly disapproved of by travelers. The third strategy is focus on efficient and intelligent utilization of the existing transportation infrastructure. This strategy is a best trade-off and gains more and more attention. Currently, the Intelligent Transportation System (ITS) is the most promising approach to implementation of the third strategy. Various forecast schemes have been introduced to manage the travel information like clustering, classification schemes. Some of the most often used methods to traffic forecast are limited to expressways during daytime hours. Meanwhile the robustness and accuracy of exponential smoothing forecasting has led to its widespread use in applications where a large number of series necessitates an automated procedure, such as inventory control.
Authors and Affiliations
Ebrahim Kittani, Mothana, Jamal Raiyn
Keywords
Related Articles
- EP ID EP27963
- DOI -
- Views 232
- Downloads 0
Using Conventional MMQA To Automatically Annotate Media Entities
It is worth stating that already exist several research efforts enthusiastic to automatically answering questions with multimedia data i.e. the so-called Multimedia Question Answering (MMQA). But these approaches gen...
Novel Mechanisms for Secure Data Forwarding In CWSN
Efficient data transmission is one of the generally imperative issues for wireless sensor networks (WSNs). In the intervening time, many WSNs are position in harsh, disused and often adversarial physical environments...
Investigation of Ionospheric Mapping Function Error for GAGAN Application
The positional accuracy of Indian Space Based Augmentation System known as GPS Aided GEO Augmented Navigation (GAGAN) suffers from atmospheric errors which include large gradients, intense irregularities and equatoria...
Application of IDS in WSN: A Survey
Wireless Sensor Networks (WSN) are one of the hottest areas over the past few years. Security is a major concern in WSN now a day. Intrusion detection represents one of such security aspects. Preventive mechanisms can...
Image Encryption Using Modified Particle Swarm Optimization
In this age of universal electronic connectivity, there is indeed no time at which security does not matter. Two trends have enough to make this work as vital need. First, the explosive growth in computer systems and...