IEEE - Institute of Electrical and Electronics Engineers, Inc. - Exploring Dynamic Factor Graphs for Forecasting Building Electrical Load

2018 5th International Conference on Signal Processing and Integrated Networks (SPIN)

Author(s): Aakanksha Bapna ; Naveen Kumar Thokala ; M. Girish Chandra
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2018
Conference Location: Noida, Delhi-NCR, India, India
Conference Date: 22 February 2018
Page(s): 782 - 787
ISBN (CD): 978-1-5386-3044-0
ISBN (Electronic): 978-1-5386-3045-7
DOI: 10.1109/SPIN.2018.8474048
Regular:

We present a detailed study of Dynamic Factor Graphs (DFG) for addressing time-series forecasting problem. Some modifications to the basic DFG network have been proposed in order to improve... View More

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