The week's pick
Reseach Article
Estimating the Number of Air Passengers using Neural Networks
| International Journal of Applied Information Systems |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 2 - Number 5 |
| Year of Publication: 2012 |
| Authors: Amirmahdi Mohammadighavam, Neda Rajabpour, Ali Naserasadi |
10.5120/ijais12-450347
|
Amirmahdi Mohammadighavam, Neda Rajabpour, Ali Naserasadi . Estimating the Number of Air Passengers using Neural Networks. International Journal of Applied Information Systems. 2, 5 ( May 2012), 20-23. DOI=10.5120/ijais12-450347
Abstract
Nowadays, because of the relationship among various nations and growing human needs to travel around the world and daily difficulties most people face the time shortage and need to have speedy means of transportation such as planes. Therefore, the airline companies are searching for more profits and they really don't know the renting time from giant airline companies that it leads to the most benefits that's why in this essay we want to investigate the airline companies and the effects of a decision support system on them. We want to explain how a neural network and a gain chart can guide us when to charter a plane by using exact data in various situations which leads to benefits for airline companies and the most advantages for them. We intend to represent explanations about data mining and decision support systems (DSS), and neural networks.
References
- Amirmahdi Mohammadighavam, Neda Rajabpour and Ali Naserasadi, "A Survey on Data Mining Approaches". International Journal of Computer Applications 36(6):14-18, December 2011. Published by Foundation of Computer Science, New York, USA, ISBN: 978-93-80865-89-2.
- Hamid R. Nemati and Charmion Brathwait , Kara Harrington , "Privacy Implications of Organizational Data Mining" , 2004.
- Jiawei Han & Micheline Kamber, "Data Mining Concept and Techniques", 2000
- DANIEL T. LAROSE, WILEY INTERSCIENCE, "Discovery Knowledge in Data, An Introduction to Data Mining.
- David M. & Natalie M. Stiger, Stiger University of Maine, USA "Knowledge Mining in DSS Model Analysis",2004.
- Hamid R. Nemati and Christopher D. Barko – University Of North Carolina at Greensboro, USA 2004"Oraganizational Data Mining (ODM): An Introduction" (Springer).
- Michael J. A Berry, Gordan S. Linoff Wiley - "Data Mining Techniques for Marketing Sales and Customer Support Management.
- ZhaoHui Tang, Jamie MacLennan, "Data mining with SQLSERVER2005".
- " A multi-agent-based decision support system for bankruptcy contagion effects" Expert Systems with Applications, Volume 39, Issue 5, April2012Jinyu Zhang, Lin Cheng, Huaiqing Wang
- "the role of senior managers in the implementation and development of information systems with emphasis on DSS" MASOOD movahedi,DR masood Abbasi.
- A web-based multi-perspective decision support system for information security planning, December2010, Omar F. El-Gayar, Brian D. Fritz
- "An introduction to neural network by approach to identify practices and learning" Ali mohamad hoseini , MSC JALILVAND. 2008
- "using neural networks to determine the contribution of danshensu to its multiple cardiovascular activities in acute myocardial infarction rates" Journal of Ethnopharmacology, Volume 138, 31 October2011, Yuan-Cheng Chen, Wan-Wen Cao, Yuan Cao, Lin Zhang, Bo-bo Chang, Wen-Liang Yang, Xiao-Quan Liu
- neural networks for decision-support:problems and opportunities Decision Support Systems, Volume 11,, June 1994, Shimon Schocken, Gad Ariav
- integrated and intelligent dss for manufacturingsystems Expert Systems with Applications, Volume 30, Issue 2,February2006,Pages325-336Dursun Delen, David B. Pratt
- "analysis of data with using neural networks" DR hooman shadnya. 2009
- Michael J. A Berry, Gordan S. Linoff Wiley - "Data Mining Techniques for Marketing Sales and Customer Support Management.
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