Multi-objective evolutionary algorithm for tuning the Type-2 inference engine on classification task
Sign Up to like & getrecommendations! Published in 2018 at "Soft Computing"
DOI: 10.1007/s00500-018-3239-1
Abstract: Type-2 fuzzy systems have been investigated as an alternative formalism to deal with uncertainty when the classic Type-1 fuzzy systems do not offer the suitable flexibility for the representation of the information being modeled. The… read more here.
Keywords: type fuzzy; inference engine; multi objective; tuning type ... See more keywords
Activity inference engine for real-time cognitive assistance in smart environments
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-017-0467-7
Abstract: Recent research in ambient intelligence allows wireless sensor networks to perceive environmental states and their changes in smart environments. An intelligent living environment could not only provide better interactions with its ambiance, inside electrical devices… read more here.
Keywords: inference engine; assistance; engine; smart environments ... See more keywords
Robust Fuzzy Neural Network With an Adaptive Inference Engine.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2023.3241170
Abstract: Fuzzy neural networks (FNNs) have been very successful at handling uncertainty in data using fuzzy mappings and if-then rules. However, they suffer from generalization and dimensionality issues. Although deep neural networks (DNNs) represent a step… read more here.
Keywords: neural network; network; fuzzy neural; uncertainty ... See more keywords
DNA Implementation of Fuzzy Inference Engine: Towards DNA Decision-Making Systems
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on NanoBioscience"
DOI: 10.1109/tnb.2017.2760821
Abstract: Decision-making systems are an integral part of any autonomous device. With the recent developments in bio-nanorobots, smart drugs, and engineered viruses, there is an immediate need of decision-making systems which are bio-compatible in nature. DNA… read more here.
Keywords: inference engine; dna; making systems; fuzzy inference ... See more keywords