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Semi-supervised time series classification on positive and unlabeled problems using cross-recurrence quantification analysis

Pattern Recognition, 2018
Abstract When dealing with semi-supervised scenarios, the Positive and Unlabeled (PU) problem is a special case in which few labeled examples from a single class of interest are received to proceed with the classification of unseen instances, according to their similarities with the known class.
Lucas de Carvalho Pagliosa   +1 more
openaire   +1 more source

Cross-Recurrence Quantification Analysis for Inter-Muscular Coordination during Power Grip at Different Force Levels

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018
This study aimed to examine the dynamical coordination across muscles during power grip at different force levels. Twenty-four healthy volunteers (12 males, 12 females) participated in this experiment. Subjects were instructed to grip a hydraulic hand dynamometer and produce forces at 30%, 50%, 70% Maximal Voluntary Contractions (MVC) for at least 10s,
Na Zhang   +4 more
openaire   +2 more sources

Cross recurrence quantification analysis of mild cognitive impairment EEG under working memory condition

2017 IEEE Life Sciences Conference (LSC), 2017
This work investigates the effectiveness of the nonlinear method of cross recurrence quantification analysis (CRQA) for classifying EEG of subjects with mild cognitive impairment (MCI) based on their synchronization levels. The synchronization levels are quantified using the CRQA recurrence rate (RR) of EEG under memory activation state of picture ...
Leena T. Timothy   +2 more
openaire   +1 more source

Classification of ECG signals using cross-recurrence quantification analysis and probabilistic neural network classifier for ventricular tachycardia patients

International Journal of Biomedical Engineering and Technology, 2018
Ventricular Tachycardia (VT) is one of the leading causes of sudden cardiac death in the world. Prediction of VT is usually diagnosed by using Electrocardiogram (ECG) and requires expeditious treatment which reduces the mortality rate. The cross recurrence plot (CRP) toolbox is used for computing the recurrence rate values for both (healthy and ...
Shipra Saraswat   +2 more
openaire   +1 more source

Using Cross-Recurrence Quantification Analysis to Understand Social Motor Coordination in Children with Autism Spectrum Disorder

2016
Interpersonal motor coordination is considered to be an integral part of maintaining successful social interactions. Research has shown that simply coordinating one’s movements with another actor can influence rapport as well as feelings of social connection and social competence.
Veronica Romero   +3 more
openaire   +1 more source

Comparing bivariate and multivariate timeseries analysis in joint action using cross-recurrence quantification analysis

The European Physical Journal Special Topics, 2022
Sierra F. Corbin, Tehran J. Davis
openaire   +1 more source

Cross-Recurrence Quantification Analysis for Distinguishing Emotions Induced by Indian Classical Music

2022
M. Sushrutha Bharadwaj   +3 more
openaire   +1 more source

Changes in Statistical Measures of Cross-Recurrence Quantification Analysis of EEG after Sound Exposure

2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2022
Danil Kulminskiy   +2 more
openaire   +1 more source

Quantifying Panchakarma Therapy Efficacy through Cross Recurrence Quantification Analysis of Cardiorespiratory Dynamics

2025 Seventh International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN)
Vivek Ranjan   +4 more
openaire   +1 more source

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