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Machine Learning and Embedded Computing in Advanced Driver Assistance Systems (ADAS)

2019

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Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis

IEEE transaction on neural networks and learning systems, 2018-02, Vol.29 (2), p.427-439

2018

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Classification Method of Load Pattern Based on Load Curve Image Information

IEEE transactions on industry applications, 2024-06, p.1-10

2024

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Bearing Degradation Evaluation Using Recurrence Quantification Analysis and Kalman Filter

IEEE transactions on instrumentation and measurement, 2014-11, Vol.63 (11), p.2599-2610

2014

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Bag of recurrence patterns representation for time-series classification

Pattern analysis and applications : PAA, 2019-08, Vol.22 (3), p.877-887

2019

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Recurrence plot embeddings as short segment nonlinear features for multimodal speaker identification using air, bone and throat microphones

Scientific reports, 2024-05, Vol.14 (1), p.12513-19, Article 12513

2024

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Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals

Engineering applications of artificial intelligence, 2023-11, Vol.126, p.106799, Article 106799

2023

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A Fault Diagnosis Method of Rolling Bearing Based on Improved Recurrence Plot and Convolutional Neural Network

IEEE sensors journal, 2023-05, Vol.23 (10), p.10767-10775

2023

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Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis

Computer methods and programs in biomedicine, 2020-01, Vol.183, p.105083-105083, Article 105083

2020

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Condition Monitor System for Rotation Machine by CNN with Recurrence Plot

Energies (Basel), 2019-08, Vol.12 (17), p.3221

2019

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Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals

Sensors (Basel, Switzerland), 2021-03, Vol.21 (7), p.2381

2021

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Using Wearable ECG/PPG Sensors for Driver Drowsiness Detection Based on Distinguishable Pattern of Recurrence Plots

Electronics (Basel), 2019-02, Vol.8 (2), p.192

2019

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Enhanced feature extraction for machinery condition monitoring using recurrence plot and quantification measure

International journal of advanced manufacturing technology, 2022-12, Vol.123 (9-10), p.3421-3436

Zhou, Kai

2022

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Application of infrared thermal images for sinkhole detection with time-series and time-difference index data through a convolution neural network

The international journal of pavement engineering, 2024-12, Vol.25 (1)

2024

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Experimental verification of selected methods sensitivity to damage size and location

Journal of vibration and control, 2017-04, Vol.23 (7), p.1133-1151

2017

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RPCNNet: A Deep Learning Approach to Sense Minor Stator Winding Interturn Fault Severity in Induction Motor Under Variable Load Condition

IEEE sensors journal, 2023-02, Vol.23 (4), p.3965-3972

2023

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EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM

Frontiers in neurorobotics, 2022-08, Vol.16, p.873239-873239

2022

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Dynamical Characteristics of Surface EMG Signals of Hand Grasps via Recurrence Plot

IEEE journal of biomedical and health informatics, 2014-01, Vol.18 (1), p.257-265

2014

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Quantification of boiling flows in single and multiple heater rods assembly by recurrence plots and recurrence quantification analysis

Chemical engineering journal advances, 2022-05, Vol.10, p.100241, Article 100241

2022

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Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles

IEEE internet of things journal, 2023-09, Vol.10 (18), p.16121-16133

2023

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The Application of Recurrence Plot in Tracking Characteristics of PU-Based Insulation Material

Arabian journal for science and engineering (2011), 2022-11, Vol.47 (11), p.13907-13915

2022

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Investigation of nonlinearity effect during storm time disturbance

Advances in space research, 2018-07, Vol.62 (2), p.440-456

2018

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Recurrence Quantification Analysis of Ankle Kinematics During Gait in Individuals With Chronic Ankle Instability

Frontiers in sports and active living, 2022-05, Vol.4, p.893745-893745

2022

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Recurrence Behavior Statistics of Blast Furnace Gas Sensor Data in Industrial Internet of Things

IEEE internet of things journal, 2020-06, Vol.7 (6), p.5666-5676

2020

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An Automatic Process Monitoring Method Using Recurrence Plot in Progressive Stamping Processes

IEEE transactions on automation science and engineering, 2016-04, Vol.13 (2), p.1102-1111

2016

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Machine Learning and Embedded Computing in Advanced Driver Assistance Systems (ADAS)

Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis

Classification Method of Load Pattern Based on Load Curve Image Information

Bearing Degradation Evaluation Using Recurrence Quantification Analysis and Kalman Filter

Bag of recurrence patterns representation for time-series classification

Recurrence plot embeddings as short segment nonlinear features for multimodal speaker identification using air, bone and throat microphones

Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals

A Fault Diagnosis Method of Rolling Bearing Based on Improved Recurrence Plot and Convolutional Neural Network

Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis

Condition Monitor System for Rotation Machine by CNN with Recurrence Plot

Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals

Using Wearable ECG/PPG Sensors for Driver Drowsiness Detection Based on Distinguishable Pattern of Recurrence Plots

Enhanced feature extraction for machinery condition monitoring using recurrence plot and quantification measure

Application of infrared thermal images for sinkhole detection with time-series and time-difference index data through a convolution neural network

Experimental verification of selected methods sensitivity to damage size and location

RPCNNet: A Deep Learning Approach to Sense Minor Stator Winding Interturn Fault Severity in Induction Motor Under Variable Load Condition

EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM

Dynamical Characteristics of Surface EMG Signals of Hand Grasps via Recurrence Plot

Quantification of boiling flows in single and multiple heater rods assembly by recurrence plots and recurrence quantification analysis

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles

The Application of Recurrence Plot in Tracking Characteristics of PU-Based Insulation Material

Investigation of nonlinearity effect during storm time disturbance

Recurrence Quantification Analysis of Ankle Kinematics During Gait in Individuals With Chronic Ankle Instability

Recurrence Behavior Statistics of Blast Furnace Gas Sensor Data in Industrial Internet of Things

An Automatic Process Monitoring Method Using Recurrence Plot in Progressive Stamping Processes

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