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Title: :  A Study of Graph Based Learning Models On Real Time Videos
PaperId: :  13583
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 1 2018
DUI:    16.0415/IJARIIE-13583
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Madhusekhar YadlaResearch Scholar of Sri Satya Sai University
Dr. Santanu SikdarResearch Supervisor of Sri Satya Sai University

Abstract

computer science & engineering
Sparse Spatio-Temporal Data, Spatio-Temporal Graph, Graph Structured Recurrent Neural Network, Data Augmentation, Crime Forecasting, Traffic Forecasting.
We present a general framework for the modelling, analysis and forecasting of spatio-time (ST) data, with a specific emphasis on spatially and temporally dissipated data. Our multifarious structure consists of a seamless linkage of two key components: an automated point mechanism that models the ST Data’s macro statistic behaviours and a graph structured recurrent neural network (GSRNN) to detect the ST data’s micro scale patterns on the graph in question. The new DNN introduces real-time graph node interactions to allow more accurate real time predictions. Crime and traffic forecasting are shown to be successful in our process.

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IJARIIE Madhusekhar Yadla, and Dr. Santanu Sikdar. "A Study of Graph Based Learning Models On Real Time Videos" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 1 2018 Page 1190-1193
MLA Madhusekhar Yadla, and Dr. Santanu Sikdar. "A Study of Graph Based Learning Models On Real Time Videos." International Journal Of Advance Research And Innovative Ideas In Education 4.1(2018) : 1190-1193.
APA Madhusekhar Yadla, & Dr. Santanu Sikdar. (2018). A Study of Graph Based Learning Models On Real Time Videos. International Journal Of Advance Research And Innovative Ideas In Education, 4(1), 1190-1193.
Chicago Madhusekhar Yadla, and Dr. Santanu Sikdar. "A Study of Graph Based Learning Models On Real Time Videos." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 1 (2018) : 1190-1193.
Oxford Madhusekhar Yadla, and Dr. Santanu Sikdar. 'A Study of Graph Based Learning Models On Real Time Videos', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 1, 2018, p. 1190-1193. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Study_of_Graph_Based_Learning_Models_On_Real_Time_Videos_ijariie13583.pdf (Accessed : 10 February 2021).
Harvard Madhusekhar Yadla, and Dr. Santanu Sikdar. (2018) 'A Study of Graph Based Learning Models On Real Time Videos', International Journal Of Advance Research And Innovative Ideas In Education, 4(1), pp. 1190-1193IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Study_of_Graph_Based_Learning_Models_On_Real_Time_Videos_ijariie13583.pdf (Accessed : 10 February 2021)
IEEE Madhusekhar Yadla, and Dr. Santanu Sikdar, "A Study of Graph Based Learning Models On Real Time Videos," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 1, pp. 1190-1193, Jan-Feb 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Study_of_Graph_Based_Learning_Models_On_Real_Time_Videos_ijariie13583.pdf [Accessed : 10 February 2021].
Turabian Madhusekhar Yadla, and Dr. Santanu Sikdar. "A Study of Graph Based Learning Models On Real Time Videos." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 1 (10 February 2021).
Vancouver Madhusekhar Yadla, and Dr. Santanu Sikdar. A Study of Graph Based Learning Models On Real Time Videos. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 10 February 2021]; 4(1) : 1190-1193. Available from: http://ijariie.com/AdminUploadPdf/A_Study_of_Graph_Based_Learning_Models_On_Real_Time_Videos_ijariie13583.pdf
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