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Concept drift detection on social network data using cross-recurrence quantification analysis

Chaos: An Interdisciplinary Journal of Nonlinear Science, 2018
This paper presents our efforts to detect Concept Drifts (changes in data generation processes), using the Cross-Recurrence Quantification Analysis, on time series produced by social network systems. Experiments were performed on the TSViz project (http://www.tsviz.com.br), which collects online tweets associated with predefined hashtags and processes ...
Rodrigo F. de Mello   +3 more
openaire   +2 more sources

Classification of mild cognitive impairment EEG using combined recurrence and cross recurrence quantification analysis

International Journal of Psychophysiology, 2017
The present study is aimed at the classification of mild cognitive impairment (MCI) EEG by combining complexity and synchronization features based on quantifiers from the common platform of recurrence based analysis. Recurrence rate (RR) of recurrence quantification analysis (RQA) is used for complexity analysis and RR of cross recurrence ...
Leena T, Timothy   +2 more
openaire   +2 more sources

Investigation of hydrodynamics of gas-solid fluidized beds using cross recurrence quantification analysis

Advanced Powder Technology, 2017
Abstract Hydrodynamics of gas-solid fluidized bed was investigated by analyzing its pressure fluctuations using cross recurrence quantification analysis (CRQA). Pressure fluctuations were measured in a lab scale fluidized bed of various particle sizes at different gas velocities.
Hooman Ziaei-Halimejani   +2 more
openaire   +1 more source

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

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

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 plot quantification analysis of input and output signals for the detection of chatter in turning

Nonlinear Dynamics, 2013
Metal cutting is a complex nonlinear dynamical process. Analysis of signals from turning operation shows that the machining exhibits a low-dimensional chaos. The self-excited vibration caused by the regenerative effect, usually called chatter, can be created during machining by increasing one cutting parameter, while keeping all other cutting ...
Jacob Elias, V. N. Narayanan Namboothiri
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

Cross-Recurrence Quantification Analysis of the Influence of Coupling Constraints on Interpersonal Coordination and Communication

2014
This chapter describes a methodological strategy for studying the influence of coupling constraints on interpersonal coordination using cross-recurrence quantification analysis (CRQA). In Study 1, we investigated interpersonal coordination during conversation in virtual-reality (VR) and real-world environments.
Michael Tolston   +3 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

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