IJITCS Vol. 4, No. 11, 8 Oct. 2012
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Film Industry, Artificial Neural Network, Back- Propagation
Film industry is the most important component of Entertainment industry. Profit and Loss both are very high for this business. Before release of a particular movie, if the Production House or distributors gets any type of prediction that how the film will do business, then it can be helpful to reduce the risk. In this paper we have proposed, back propagation neural network for prediction about the business of a movie. Note that, this method is successfully applied in the field of Stock Market Prediction, Weather Prediction and Image Processing.
Debaditya Barman, Nirmalya Chowdhury, "A Method of Movie Business Prediction Using Back-propagation Neural Network", International Journal of Information Technology and Computer Science(IJITCS), vol.4, no.11, pp.67-73, 2012. DOI:10.5815/ijitcs.2012.11.09
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[8]"Stock Market Prediction with Back propagation Networks" by Bernd Freisleben Published in: IEA/AIE '92 Proceedings of the 5th international conference on Industrial and engineering applications of artificial intelligence and expert systems
[9]"Training back propagation neural networks with genetic algorithm for weather forecasting" by Gill, J.; Singh, B.; Singh, S.; This paper appears in: Intelligent Systems and Informatics (SISY), 2010 8th International Symposium
[10]"Multispectral image-processing with a three-layer back propagation network" by McClellan, G.E.; DeWitt, R.N.; Hemmer, T.H.; Matheson, L.N.; Moe, G.O.; Pacific-Sierra Res. Corp., Arlington, VA This paper appears in: Neural Networks, 1989. IJCNN., International Joint Conference
[11]Time Series Prediction and Neural Networks R.J.Frank, N.Davey, S.P.Hunt Department of Computer Science, University of Hertfordshire, Hatfield, UK.
[12]An Efficient Weather Forecasting System using Artificial Neural Network Dr. S. Santhosh Baboo and I.Kadar Shereef
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[15]"Machine Learning" by Tom Mitchell page 81
[16]Application of artificial neural networks in image
recognition and classification of crop and weeds" by C.C. YANG, S.O. PRASHER, J.A. LANDRY, H.S. RAMASWAMY and A. DITOMMASO
[17]"Applications of Artificial Neural Networks to Facial Image Processing " by Thai Hoang Le
[18]"The application of neural networks, image processing and CAD- based environments facilities in automatic road extraction and vectorization from high resolution satellite images " by F. Farnood Ahmadia, M. J. Valadan Zoeja, H. Ebadia, M. Mokhtarzadea
[19]Cash Forecasting: An Application of Artificial Neural Networks in Finance " by PremChand Kumar, Ekta Walia
[20]"Stock Market Prediction Using Artificial Neural Networks " by Birgul Egeli, Meltem Ozturan, Bertan Badur
[21]"Artificial neural network models for forecasting and decision making" by Tim Hill, Leorey Marquez, Marcus O'Connor, William Remus
[22]"Application of Artificial Neural Networks for
Temperature Forecasting " by Mohsen Hayati, and Zahra Mohebi
[23]"Atomic Mass Prediction with Articial Neural Networks " by xuru.org
[24]"Designing an Artificial Neural Network Model for the Prediction of Thrombo-embolic Stroke " by D.Shanthi, Dr.G.Sahoo , Dr.N.Saravanan
[25]"Time Series Prediction and Neural Networks " by R.J.Frank, N.Davey, S.P.Hunt
[26]"Forecasting groundwater level using artificial
neural networks " by P. D. Sreekanth, N. Geethanjali, P. D. Sreedevi, Shakeel Ahmed, N. Ravi Kumar and P. D. Kamala Jayanthi
[27]http://en.wikipedia.org/wiki/Backpropagation
[28]"Image Compression with Back-Propagation
Neural Network using Cumulative Distribution
Function " by S. Anna Durai, and E. Anna Saro
[29]"Satellite Image Classification using the Back Propagation Algorithm of Artificial Neural Network. " by Mrs. Ashwini T. Sapkal, Mr. Chandraprakash Bokhare and Mr. N. Z. Tarapore
[30]"Irregular shapes classification by back-propagation neural networks " by Shih-Wei Lin, Shuo-Yan Chou and Shih-Chieh Chen
[31]" Email Classification Using Back Propagation Technique " by Taiwo Ayodele, Shikun Zhou, Rinat Khusainov
[32]"Parallel back-propagation for the prediction of time series " by Frank M. Thiesing, Ulrich Middelberg and Oliver Vornberger
[33]"Applying back propagation neural networks to bankruptcy prediction " by Yi-Chung Hu and Fang-Mei Tseng
[34]"An Efficient Weather Forecasting System using Artificial Neural Network " by Dr. S. Santhosh Baboo and I.Kadar Shereef
[35]Data Mining: Concepts and Techniques, 2nd ed.Page 328 by Jiawei Han and Micheline Kamber
[36]http://en.wikipedia.org/wiki/List_of_2011_box_office_number-one_films_in_the_United_States
[37]http://en.wikipedia.org/wiki/List_of_American_films_of_2010
[38]http://en.wikipedia.org/wiki/List_of_American_films_of_2009
[39]Data Mining: Concepts and Techniques, 2nd ed.Page 328 by Jiawei Han and Micheline Kamber
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[43]http://www.imdb.com/title/tt0758752/
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[46]http://en.wikipedia.org/wiki/Tron:_Legacy
[47]http://en.wikipedia.org/wiki/Tron_%28film%29
[48]http://www.imdb.com/title/tt1104001/