Deep Learning for Image Sequence Classification of Astronomical Events
Sign Up to like & getrecommendations! Published in 2019 at "Publications of the Astronomical Society of the Pacific"
DOI: 10.1088/1538-3873/aaef12
Abstract: We propose a new sequential classification model for astronomical objects based on a recurrent convolutional neural network (RCNN) which uses sequences of images as inputs. This approach avoids the computation of light curves or difference… read more here.
Keywords: classification; fine tuning; image; rcnn ... See more keywords
eLAMI—An Innovative Simulated Dataset of Electrical Loads for Advanced Smart Energy Applications
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3201960
Abstract: Smart Energy Applications are particularly impacting, especially due to energy resource scarcity and its high associated costs. Smart management of energy consumption derives both from the user lifestyle, in terms of efficient and responsible behaviors,… read more here.
Keywords: consumption; simulated dataset; energy; energy applications ... See more keywords