Real-time patient-specific ECG classification by 1D self-operational neural networks

J Malik, OC Devecioglu, S Kiranyaz… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Objective: Despitethe proliferation of numerous deep learning methods proposed for generic
ECG classification and arrhythmia detection, compact systems with the real-time ability and …

Parallel classification model of arrhythmia based on DenseNet-BiLSTM

Y Gan, J Shi, W He, F Sun - Biocybernetics and Biomedical Engineering, 2021 - Elsevier
In order to improve the classification performance of the model for different kinds of
arrhythmias, a parallel classification model of arrhythmia based on DenseNet-BiLSTM is …

Arrhythmia Classification Using EFFICIENTNET-V2 with 2-D Scalogram Image Representation

M Furqon, SMS Nugroho, RF Rachmadi… - 2021 TRON …, 2021 - ieeexplore.ieee.org
Cardiovascular disease is part of global death's main cause. It is the term for all types of
diseases that affect the heart or blood vessels. Heart disease is a type of cardiovascular …

A SAR Target Recognition Method via Combination of Multilevel Deep Features

J Wang, Y Jiang - Computational Intelligence and …, 2021 - Wiley Online Library
For the problem of synthetic aperture radar (SAR) image target recognition, a method via
combination of multilevel deep features is proposed. The residual network (ResNet) is used …

Visual place recognition using region of interest extraction with deep learning based approach

P Sasikumar, S Sathiamoorthy - International Conference on Ubiquitous …, 2021 - Springer
Abstract Visual Place Recognition (VPR) is process of properly identifying a formerly visited
place under varying viewpoints conditions. VPR becomes a challenging task due to the …

A Client Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference …, 2021 - ieeexplore.ieee.org
This paper♠ presents an IoT client tier design and its setting within the multi-tiered
architectural structure of EMULSION, the newly proposed horizontal-type IoT platform …

A Service Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This paper♠ presents an IoT service tier design and its setting within the multi-tiered
architectural structure of EMULSION, the newly proposed horizontal-type IoT platform …

Service Prototype Provisioning for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This paper♠ presents the multi-tiered architectural structure of the newly proposed
horizontal-type IoT platform, called EMULSION. Besides briefly outlining the key rationale for …

A Modelling & Simulation Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference …, 2021 - ieeexplore.ieee.org
This paper♠ introduces some design aspects of the EMULSION IoT platform, which is an
example of the new IoT platforms of horizontal type, evolving as a replacement of the …

A Sensor Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference …, 2021 - ieeexplore.ieee.org
A sensor tier design and its setting within the multi-tiered architectural structure of
EMULSION, the new horizontal-type IoT platform paradigm, is presented in this paper♠ …