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Edge of Things: The Big Picture on the Integration of Edge, IoT and the Cloud in a Distributed Computing Environment
TLDR
A new paradigm called edge computing (EC) is proposed to pave the way for the evolution of new age applications and services. Expand
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A Real-Time Wireless Brain–Computer Interface System for Drowsiness Detection
TLDR
A real-time wireless electroencephalogram (EEG)-based brain-computer interface (BCI) system for drowsiness detection has been proposed to monitor human cognitive state and provide biofeedback to the driver when drowsy state occurs. Expand
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Wireless and Wearable EEG System for Evaluating Driver Vigilance
TLDR
This work presents a novel dry EEG sensor based mobile wireless EEG system (referred to herein as Mindo) to monitor in real time a driver's vigilance status in order to link the fluctuation of driving performance with changes in brain activities. Expand
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On the Utility of Power Spectral Techniques With Feature Selection Techniques for Effective Mental Task Classification in Noninvasive BCI
TLDR
This paper suggests an approach to augment the performance of a learning algorithm for the mental task classification on the utility of power spectral density (PSD) using feature selection. Expand
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An on-line ICA-mixture-model-based self-constructing fuzzy neural network
TLDR
This paper proposes a new fuzzy neural network (FNN) capable of parameter self-adapting and structure self-constructing to acquire a small number of fuzzy rules for interpreting the embedded knowledge of a system from the given training data. Expand
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Real-Time Digital Image Stabilization System Using Modified Proportional Integrated Controller
TLDR
This paper presents a novel, real-time digital image stabilization system using a modified proportional integrated (MPI) controller to remove stably unwanted shaking from an image sequence that is captured by a hand-held video camera without affecting the deliberate panning motion of the camera. Expand
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EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications
TLDR
Brain-Computer Interface (BCI) is a powerful communication tool between users and systems, which enhances the capability of the human brain in communicating and interacting with the environment directly. Expand
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Subject adaptation network for EEG data analysis
TLDR
A subject adaptation network inspired by generative adversarial network (GAN) to mitigate different variances is proposed for analysing EEG data. Expand
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Exploring the Impact of Evolutionary Computing based Feature Selection in Suicidal Ideation Detection
TLDR
This paper proposes a diverse set of features and investigates into feature selection using the Firefly algorithm to build an efficient and robust supervised approach to classifying tweets with suicidal ideation. Expand
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Knowledge-based identification of sleep stages based on two forehead electroencephalogram channels
Sleep quality is important, especially given the considerable number of sleep-related pathologies. The distribution of sleep stages is a highly effective and objective way of quantifying sleepExpand
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