Recurrence Plots of Exchange Rates of Currencies [PDF]
International Journal of Sciences, 2014 Used to investigate the presence of distinctive recurrent behaviours in natural processes, the recurrence plots can be applied to the analysis of economic data, and, in particular, to the characterization of exchange rates of currencies too. In this paper, we will show that these plots are able to characterize the periods of oscillation and random walk
Amelia Carolina Sparavigna
openalex +5 more sources
Atrial Fibrillation Prediction Based on Recurrence Plot and ResNet [PDF]
SensorsAtrial fibrillation (AF) is the most prevalent form of arrhythmia, with a rising incidence and prevalence worldwide, posing significant implications for public health. In this paper, we introduce an approach that combines the Recurrence Plot (RP) technique and the ResNet architecture to predict AF.
Haihang Zhu +3 more
openalex +4 more sources
Early Detection of Verticillium Wilt in Cotton by Using Hyperspectral Imaging Combined with Recurrence Plots [PDF]
AgronomyCotton is susceptible to Verticillium wilt (VW) during its growth. Early and accurate detection of VW can facilitate targeted pesticide treatment and reduce the potential spread of the disease.
Fei Tan +8 more
doaj +2 more sources
Methodology Proposal of EMG Hand Movement Classification Based on Cross Recurrence Plots. [PDF]
Comput Math Methods Med, 2019 Aceves-Fernandez MA +3 more
europepmc +3 more sources
Identifying synchronization between flow boiling inside two parallel minichannels using joint recurrence plots [PDF]
MATEC Web of Conferences, 2018 In this study the flow boiling inside two parallel tubes with a diameter of 1 mm was analysed in order to determine synchronization level between the channels.
Grzybowski Hubert +2 more
doaj +2 more sources
IEEE AccessEmotion recognition based on electroencephalography (EEG) signals has garnered significant research attention in recent years due to its potential applications in affective computing and brain-computer interfaces.
Zihan Zhang +4 more
doaj +2 more sources
Soliton dynamics and stability analysis of a double-chain DNA model with various chaos detection tools [PDF]
Scientific ReportsThis investigation employs an analytical approach, specifically the extended Jacobian elliptic expansion function method, to investigate the soliton dynamics of the double-chain model of DNA. Using this scheme, the kink wave, anti-kink wave, dark soliton,
Mohammad Safi Ullah, Rabeya Akter
doaj +2 more sources
Line structures in recurrence plots [PDF]
Physics Letters A, 2005 Recurrence plots exhibit line structures which represent typical behaviour of the investigated system. The local slope of these line structures is connected with a specific transformation of the time scales of different segments of the phase-space trajectory. This provides us a better understanding of the structures occuring in recurrence plots.
Marwan, Norbert (Dr.) +1 more
openaire +4 more sources
A Chaos Analysis of the Dry Bulk Shipping Market
Mathematics, 2021 Finding low-dimensional chaos is a relevant issue as it could allow short-term reliable forecasting. However, the existence of chaos in shipping freight rates remains an open and outstanding matter as previous research used methodology that can produce ...
Lucía Inglada-Pérez +1 more
doaj +1 more source
Deep Transfer Learning-Based Feature Extraction: An Approach to Improve Nonintrusive Load Monitoring
IEEE Access, 2021 The development of techniques that allow the efficient identification of residential loads (nonintrusive load monitoring) is a key factor for the practical implementation of demand response programs.
Diego L. Cavalca +1 more
doaj +1 more source