Historical Information-Guided Class-Incremental Semantic Segmentation in Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3170349
Abstract: Despite the extraordinary success of the deep architectures on semantic segmentation for remote sensing (RS) images, they have difficulties in learning new classes from a sequential data stream because of catastrophic forgetting. Continual learning for… read more here.
Keywords: remote sensing; segmentation remote; segmentation; historical information ... See more keywords
Competition-Driven Dandelion Algorithms With Historical Information Feedback
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.3010052
Abstract: A Dandelion algorithm (DA) inspired by the seed dispersal process of dandelions has been proposed as a newly intelligent optimization algorithm. For improving its exploration ability as well as reducing the probability of its falling… read more here.
Keywords: information; information feedback; proposed algorithms; historical information ... See more keywords
SS-RNN: A Strengthened Skip Algorithm for Data Classification Based on Recurrent Neural Networks
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2021.746181
Abstract: Recurrent neural networks are widely used in time series prediction and classification. However, they have problems such as insufficient memory ability and difficulty in gradient back propagation. To solve these problems, this paper proposes a… read more here.
Keywords: historical information; information; classification; neural networks ... See more keywords
The use of historical information for regional frequency analysis of extreme skew surge
Sign Up to like & getrecommendations! Published in 2018 at "Natural Hazards and Earth System Sciences"
DOI: 10.5194/nhess-18-949-2018
Abstract: Abstract. The design of effective coastal protections requires an adequate estimation of the annual occurrence probability of rare events associated with a return period up to 10 3 years. Regional frequency analysis (RFA) has been… read more here.
Keywords: historical information; estimation; regional frequency; frequency ... See more keywords