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09/18/2022
Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency Regularization
Recently, distributed semi-supervised learning (DSSL) algorithms have sh...
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01/20/2022
Self-Awareness Safety of Deep Reinforcement Learning in Road Traffic Junction Driving
Autonomous driving has been at the forefront of public interest, and a p...
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03/29/2021
Retrieving Event-related Human Brain Dynamics from Natural Sentence Reading
Electroencephalography (EEG) signals recordings when people reading natu...
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09/24/2020
CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation
Word embeddings can reflect the semantic representations, and the embedd...
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08/21/2020
CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network
Generative adversarial networks (GANs) have been a popular deep generati...
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07/25/2020
Human Preference Scaling with Demonstrations For Deep Reinforcement Learning
The current reward learning from human preferences could be used for res...
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06/27/2020
An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification
The new perspective in visual classification aims to decode the feature ...
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03/08/2020
A General Approach for Using Deep Neural Network for Digital Watermarking
Technologies of the Internet of Things (IoT) facilitate digital contents...
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01/28/2020
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications
Brain-Computer Interface (BCI) is a powerful communication tool between ...
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11/11/2019
Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis
Dynamic texture (DT) exhibits statistical stationarity in the spatial do...
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02/08/2019
Hierarchical Critics Assignment for Multi-agent Reinforcement Learning
In this paper, we investigate the use of global information to speed up ...
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09/18/2018
Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time
Predicting a driver's cognitive state, or more specifically, modeling a ...
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09/18/2018
Extraction of SSVEPs-based Inherent Fuzzy Entropy Using a Wearable Headband EEG in Migraine Patients
Inherent fuzzy entropy is an objective measurement of electroencephalogr...
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07/15/2018