Sentence-Level Classification Using Parallel Fuzzy Deep Learning Classifier
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DOI: 10.1109/access.2021.3053917
Abstract: At present, with the growing number of Web 2.0 platforms such as Instagram, Facebook, and Twitter, users honestly communicate their opinions and ideas about events, services, and products. Owing to this rise in the number… read more here.
Keywords: sentence level; fuzzy deep; rate; learning classifier ... See more keywords
Co-Evolutionary Fuzzy Deep Transfer Learning for Disaster Relief Demand Forecasting
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2021.3085337
Abstract: Relief demand forecasting is vital to the success of disaster relief operations, but it is associated with challenges including insufficient training samples, incomplete and imprecise inputs, and inaccurate demands. This article presents a co-evolutionary fuzzy… read more here.
Keywords: demand forecasting; transfer; relief demand; transfer learning ... See more keywords
Memristive Fuzzy Deep Learning Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2020.2995966
Abstract: As a novel nanoscale device, the memristor has elicited widespread interest in implementing compact and efficient neurocomputing systems in the hardware. In this article, fuzzy deep learning systems using fuzzy memristive modeling methods are presented.… read more here.
Keywords: deep learning; recognition; learning systems; memristive fuzzy ... See more keywords
Intelligent L2-L∞ Consensus of Multiagent Systems under Switching Topologies via Fuzzy Deep Q Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4105546
Abstract: The problem of intelligent L2-L∞ consensus design for leader-followers multiagent systems (MASs) under switching topologies is investigated based on switched control theory and fuzzy deep Q learning. It is supposed that the communication topologies are… read more here.
Keywords: consensus; based protocol; deep learning; fuzzy deep ... See more keywords
Application of Fuzzy Deep Neural Networks for Covid 19 diagnosis through chest Radiographs
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DOI: 10.12688/f1000research.126197.1
Abstract: Background: The increasing number of COVID-19 patients around the world and the limited number of detection kits pose a challenge in determining the presence of the disease. Imaging modalities such as X-rays are commonly used… read more here.
Keywords: chest; diagnosis; learning; application fuzzy ... See more keywords
Cyborg Moth Flight Control Based on Fuzzy Deep Learning
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DOI: 10.3390/mi13040611
Abstract: Cyborg insect control methods can be divided into invasive methods and noninvasive methods. Compared to invasive methods, noninvasive methods are much easier to implement, but they are sensitive to complex and highly uncertain environments, for… read more here.
Keywords: cyborg moth; control; deep learning; fuzzy deep ... See more keywords