A view-reduction based multi-view TSK fuzzy system and its application for textile color classification
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-019-01495-9
Abstract: Takagi–Sugeno–Kang (TSK) fuzzy systems are well known for their good balance between approximation accuracy and interpretability. Nowadays, multi-view TSK fuzzy systems have drawn world-wide attention since the multi-view data has emerged in many application scenarios.… read more here.
Keywords: view; multi view; weak views; view tsk ... See more keywords
Encryption and Decryption of Audio Signal and Image Secure Communications Using Chaotic System Synchronization Control by TSK Fuzzy Brain Emotional Learning Controllers.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3134245
Abstract: In this article, a new idea of chaos synchronization and chaos-based secure communication is developed. First, the chaotic master system is used as a transmitter in chaos-based secure communication, then a drive signal is constructed,… read more here.
Keywords: secure; system; emotional learning; tsk fuzzy ... See more keywords
Seizure Classification From EEG Signals Using Transfer Learning, Semi-Supervised Learning and TSK Fuzzy System
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2017.2748388
Abstract: Recognition of epileptic seizures from offline EEG signals is very important in clinical diagnosis of epilepsy. Compared with manual labeling of EEG signals by doctors, machine learning approaches can be faster and more consistent. However,… read more here.
Keywords: transfer learning; system; semi supervised; eeg signals ... See more keywords
An Intelligence EEG Signal Recognition Method via Noise Insensitive TSK Fuzzy System Based on Interclass Competitive Learning
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2020.00837
Abstract: Epilepsy is an abnormal function disease of movement, consciousness, and nerve caused by abnormal discharge of brain neurons in the brain. EEG is currently a very important tool in the process of epilepsy research. In… read more here.
Keywords: noise insensitive; interclass competitive; system; fuzzy system ... See more keywords
Radiomics-Based Detection of COVID-19 from Chest X-ray Using Interpretable Soft Label-Driven TSK Fuzzy Classifier
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12112613
Abstract: The COVID-19 pandemic has posed a significant global public health threat with an escalating number of new cases and death toll daily. The early detection of COVID-related CXR abnormality potentially allows the early isolation of… read more here.
Keywords: classification; detection covid; detection; tsk fuzzy ... See more keywords