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Use of false nearest neighbours for selecting variables and embedding parameters for state space reconstruction
Názov Use of false nearest neighbours for selecting variables and embedding parameters for state space reconstruction Autor Krakovská Anna 1963 SAVMER - Ústav merania SAV SCOPUS RID ORCID Spoluautori Mezeiová Kristína 1979 SAVMER - Ústav merania SAV SCOPUS RID ORCID Budáčová Hana 1984 SAVMER - Ústav merania SAV Zdroj.dok. Journal of Complex Systems. Article ID 932750 (2015), p. 1-12 Jazyk dok. eng - angličtina Krajina EG - Egypt Druh dok. rozpis článkov z periodík (rbx) Ohlasy LI, W.H. - ZHANG, S.H. - RAKHEJA, S. Feature Denoising and Nearest-Farthest Distance Preserving Projection for Machine Fault Diagnosis. In IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. ISSN 1551-3203, FEB 2016, vol. 12, no. 1, p. 393-404. AGUIRRE, L.A. - LETELLIER, C. Controllability and synchronizability: Are they related?. In CHAOS SOLITONS & FRACTALS. ISSN 0960-0779, FEB 2016, vol. 83, p. 242-251. LUO, Lei - CHENG, Feifan - QIU, Tong - ZHAO, Jinsong. Refined convergent cross-mapping for disturbance propagation analysis of chemical processes. In COMPUTERS & CHEMICAL ENGINEERING. ISSN 0098-1354, 2017, vol. 106, pp. 1-16. ROJO-GARIBALDI, Berenice - ALBERTO SALAS-DE-LEON, David - ADELA MONREAL-GOMEZ, Maria - LETICIA SANCHEZ-SANTILLAN, Norma - SALAS-MONREAL, David. Nonlinear analysis of the occurrence of hurricanes in the Gulf of Mexico and the Caribbean Sea. In NONLINEAR PROCESSES IN GEOPHYSICS. ISSN 1023-5809, 2018, vol. 25, no. 2, pp. 291-300. NAYAK, Suraj K. - BIT, Arindam - DEY, Anilesh - MOHAPATRA, Biswajit - PAL, Kunal. A Review on the Nonlinear Dynamical System Analysis of Electrocardiogram Signal. In JOURNAL OF HEALTHCARE ENGINEERING. ISSN 2040-2295, 2018. HOANG, Plansky - HUEBSCH, Nathaniel - BANG, Shin Hyuk - SIEMONS, Brian A. - CONKLIN, Bruce R. - HEALY, Kevin E. - MA, Zhen - JACQUIR, Sabir. Quantitatively characterizing drug-induced arrhythmic contractile motions of human stem cell-derived cardiomyocytes. In BIOTECHNOLOGY AND BIOENGINEERING. ISSN 0006-3592, 2018, vol. 115, no. 8, pp. 1958-1970. PERINELLI, Alessio - RICCI, Leonardo. Identification of suitable embedding dimensions and lags for time series generated by chaotic, finite-dimensional systems. In PHYSICAL REVIEW E. ISSN 2470-0045, 2018, vol. 98, no. 5. MATSINOS, Evangelos. Analysis of luminosity measurements of the pre-white dwarf PG 1159-035. In arXiv:1808.05132 [astro-ph.IM], 2018. XOCHICALE, Miguel – BABER, Chris. Strengths and Weaknesses of Recurrent Quantification Analysis in the context of Human-Humanoid Interaction. In arXiv:1810.09249 [eess.SP], 2018. SAFARBALI, Bahareh - GOLPAYEGANI, Seyed Mohammad Reza Hashemi. Nonlinear dynamic approaches to identify atrial fibrillation progression based on topological methods. In BIOMEDICAL SIGNAL PROCESSING AND CONTROL. ISSN 1746-8094, 2019, vol. 53. LI, Xiaoguo - TIONG, Anthony Meng Huat - CAO, Lin - LAI, Wenjie - PHAN, Phuoc Thien - PHEE, Soo Jay. Deep learning for haptic feedback of flexible endoscopic robot without prior knowledge on sheath configuration. In INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES. ISSN 0020-7403, 2019, vol. 163. MARTIN, Robert – KOO, Justin – ECKHARDT, Daniel. Impact of Embedding View on Cross Mapping Convergence. In arXiv:1903.03069 [nlin.CD], 2019. ROJO-GARIBALDI, B. - CONTRERAS-LOPEZ, M. Principles of the Utility of a Nonlinear Analysis in the Climate System. In REVISTA ESTUDIOS HEMISFERICOS Y POLARES. ISSN 0718-9230, JUL-DEC 2020, vol. 11, no. 2, p. 89-115. LOISEAU, J.C. Data-driven modeling of the chaotic thermal convection in an annular thermosyphon. In THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS. ISSN 0935-4964, AUG 2020, vol. 34, no. 4, SI, p. 339-365. AYODELE, K.P. - IKEZOGWO, W.O. - OSUNTUYI, A.A. Empirical Characterization of the Temporal Dynamics of EEG Spectral Components. In INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING. 2020, vol. 16, no. 15, p. 80-93. BENKO, Z. - BÁBEL, T. – SOMOGYVÁRI, Z. How to find a unicorn: a novel model-free, unsupervised anomaly detection method for time series. In arXiv:2004.11468 [cs.LG], 2020. ALTINDIS, F. - YILMAZ, B. - BORISENOK, S. - ICOZ, K. Parameter investigation of topological data analysis for EEG signals. In BIOMEDICAL SIGNAL PROCESSING AND CONTROL. ISSN 1746-8094, 2021, vol. 63. Dostupné na: https://doi.org/10.1016/j.bspc.2020.102196. RAUBITZEK, S. - NEUBAUER, T. Combining Measures of Signal Complexity and Machine Learning for Time Series Analyis: A Review. In ENTROPY. DEC 2021, vol. 23, no. 12. Dostupné na: https://doi.org/10.3390/e23121672. RAUBITZEK, S. - NEUBAUER, T. Taming the Chaos in Neural Network Time Series Predictions. In ENTROPY. NOV 2021, vol. 23, no. 11. Dostupné na: https://doi.org/10.3390/e23111424. WU, T. - GAO, X.Y. - AN, S.F. - LIU, S.Y. Time-varying pattern causality inference in global stock markets. In INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS. ISSN 1057-5219, OCT 2021, vol. 77. Dostupné na: https://doi.org/10.1016/j.irfa.2021.101806. WU, T. - GAO, X. - AN, S. - LIU, S. Diverse Causality Inference in Foreign Exchange Markets. In INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS. ISSN 0218-1274, 2021, vol. 31, no. 05. Dostupné na: https://doi.org/10.1142/S021812742150070X. KRAEMER, K.H. - DATSERIS, G. - KURTHS, J. - KISS, I. Z. - OCAMPO-ESPINDOLA, J.L. - MARWAN, N. A unified and automated approach to attractor reconstruction. In NEW JOURNAL OF PHYSICS. ISSN 1367-2630, 2021, vol. 23, no. 3. Dostupné na: https://doi.org/10.1088/1367-2630/abe336. MA, M.K.-H. – FONG, M.V.-M. – XIE, C. – LEE, T. – CHEN, G. – WANG, W.S. Regularity and randomness in ageing: Differences in resting-state EEG complexity measured by largest Lyapunov exponent. In NEUROIMAGE: REPORTS. ISSN 2666-9560, 2021, vol. 1, no. 4, p. 100054. Dostupné na: https://doi.org/10.1016/j.ynirp.2021.100054. XOCHICALE, M. – BABER, C. Nonlinear methods to quantify Movement Variability in Human-Humanoid Interaction Activities. In arXiv:1810.09249 [eess.SP], 2021. Dostupné na: https://doi.org/10.48550/arXiv.1810.09249. NASHIVOCHNIKOV, N. – PUSTARNAKOV, V. Topological methods of analysis in behavioral analytics systems. In VOPROSY KIBERBEZOPASNOSTI. ISSN 2311-3456, 2021, vol. 42, no. 2, p. 26-36. Dostupné na: http://dx.doi.org/10.21681/2311-3456-2021-2-26-36. (in Russian) VASILYEVICH, A.V. - PAVLOVICH, B.N. – VLADIMIROVICH, V.N. A general approach to the construction of advanced monitoring systems for distributed information and telecommunications networks. In SYSTEMS OF CONTROL, COMMUNICATION AND SECURITY. ISSN 2410-9916, 2021, no. 4, p. 125-227. Dostupné na: https://doi.org/10.24412/2410-9916-2021-4-125-227. KRAEMER, K.H. - GELBRECHT, M. - PAVITHRAN, I. - SUJITH, R.I. - MARWAN, N. Optimal state space reconstruction via Monte Carlo decision tree search. In NONLINEAR DYNAMICS. ISSN 0924-090X, APR 2022, vol. 108, no. 2, p. 1525-1545. Dostupné na: https://doi.org/10.1007/s11071-022-07280-2. STAVRINIDES, S.G. - HANIAS, M.P. - GONZALEZ, M.B. - CAMPABADAL, F. - CONTOYIANNIS, Y. - POTIRAKIS, S.M. - CHAWA, M.M.A. - DE BENITO, C. - TETZLAFF, R. - PICOS, R. - CHUA, L.O. On the chaotic nature of random telegraph noise in unipolar RRAM memristor devices. In CHAOS SOLITONS & FRACTALS, 2022, vol. 160. ISSN 0960-0779. Dostupné na: https://doi.org/10.1016/j.chaos.2022.112224. GU, H. - CHOU, C.-A. Optimizing non-uniform multivariate embedding for multiscale entropy analysis of complex systems. In BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, vol. 71. ISSN 1746-8094. Dostupné na: https://doi.org/10.1016/j.bspc.2021.103206. SHEELA, P. - PUTHANKATTIL, S.D. A Matching Energy based approach in wavelet domain to distinguish hyper-responsive behavior in Autism Spectrum Disorders. In 2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, 2022. Dostupné na: https://doi.org/10.1109/INDICON56171.2022.10040186. GONCALVES, C.P. Low Dimensional Chaotic Attractors in SARS-CoV-2’s Regional Epidemiological Data. In medRxiv, 2022, https://doi.org/10.1101/2022.09.16.22280044. LIN, A.T. - WONG, A.S. - MARTIN, R. - OSHER, S.J. – ECKHARDT, D. Parameter Inference of Time Series by Delay Embeddings and Learning Differentiable Operators. In arXiv, 2022, https://doi.org/10.48550/arXiv.2203.06269. BARANSKI, K. - GUTMAN, Y. - SPIEWAK, A. Prediction of dynamical systems from time-delayed measurements with self-intersections. In arXiv, 2022, https://doi.org/10.48550/arXiv.2212.13509. RUDMAN, W. - MERULLO, J. - MERCURIO, L. – EICKHOFF, C. ACQuA: Arrhythmia Classification with Quasi-Attractors. In medRxiv, 2022, https://doi.org/10.1101/2022.08.31.22279436. GIOIA, F. - NARDELLI, M. - SCILINGO, E.P. - GRECO, A. Autonomic Regulation of Facial Temperature during Stress: A Cross-Mapping Analysis. In SENSORS. JUL 2023, vol. 23, no. 14. Dostupné na: https://doi.org/10.3390/s23146403. SINGH, J. - SINGH, S. - GUPTA, S. - CHAVAN, B.S. Cognitive remediation and schizophrenia: Effects on brain complexity. In NEUROSCIENCE LETTERS. ISSN 0304-3940, JUN 21 2023, vol. 808. Dostupné na: https://doi.org/10.1016/j.neulet.2023.137268. MYERS, A.D. - CHUMLEY, M.M. - KHASAWNEH, F.A. - MUNCH, E. Persistent homology of coarse-grained state-space networks. In PHYSICAL REVIEW E. ISSN 2470-0045, MAR 2 2023, vol. 107, no. 3. Dostupné na: https://doi.org/10.1103/PhysRevE.107.034303. DESHMUKH, V. - MEIKLE, R. - BRADLEY, E. - MEISS, J.D. - GARLAND, J. Using scaling-region distributions to select embedding parameters. In PHYSICA D-NONLINEAR PHENOMENA. ISSN 0167-2789, APR 2023, vol. 446. Dostupné na: https://doi.org/10.1016/j.physd.2023.133674. WU, T. - AN, F. - GAO, X.Y. - LIU, S.Y. - SUN, X.T. - WANG, Z.G. - SU, Z. - KURTHS, J. Universal window size-dependent transition of correlations in complex systems. In CHAOS. ISSN 1054-1500, FEB 2023, vol. 33, no. 2. Dostupné na: https://doi.org/10.1063/5.0134944. ZHOU, R.X. - LI, T. - LI, X.Y. - LIAN, H. Characterization and predictive modeling of a trajectory-oriented dual-mode scramjet combustor. In PHYSICS OF FLUIDS. ISSN 1070-6631, FEB 2023, vol. 35, no. 2. Dostupné na: https://doi.org/10.1063/5.0136170. MARWAN, N. - KRAEMER, K.H. Trends in recurrence analysis of dynamical systems. In EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS. ISSN 1951-6355, FEB 2023, vol. 232, no. 1, SI, p. 5-27. Dostupné na: https://doi.org/10.1140/epjs/s11734-022-00739-8. WU, T. - GAO, X.Y. - AN, F. - KURTHS, J. The complex dynamics of correlations within chaotic systems. In CHAOS SOLITONS & FRACTALS. ISSN 0960-0779, FEB 2023, vol. 167. Dostupné na: https://doi.org/10.1016/j.chaos.2022.113052. SADOUN, M.S.N. - RAHMAN, M.M.U. - AL-NAFFOURI, T. - LALEG-KIRATI, T.M. EEG Epileptic Data Classification Using the Schrodinger Operator's Spectrum. In 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC. ISSN 1557-170X, 2023. Dostupné na: https://doi.org/10.1109/EMBC40787.2023.10340881. TAKAI, E. - NAKANE, K. - TAKADA, H. Nonlinear analyses of electrogastrograms during olfactory stimulation with Vanilla Odorant. In MECHATRONIC SYSTEMS AND CONTROL. ISSN 2561-1771, 2023, vol. 51, no. 3, p. 152-158. Dostupné na: https://doi.org/10.2316/J.2023.201-0367. ZHOU, Y. - XIE, C. - WANG, G.J. - ZHU, Y. - UDDIN, G.S. Analysing and forecasting co-movement between innovative and traditional financial assets based on complex network and machine learning. In RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE. ISSN 0275-5319, JAN 2023, vol. 64. Dostupné na: https://doi.org/10.1016/j.ribaf.2022.101846. GIRI, F. - DEVERCELLI, M. Chaos arising from the hydrological behaviour of a floodplain river during the last century. In RIVER RESEARCH AND APPLICATIONS. ISSN 1535-1459, FEB 2023, vol. 39, no. 2, p. 241-254. Dostupné na: https://doi.org/10.1002/rra.4080. SONG, Z.X. - DENG, B. - ZHU, Y.L. - CAI, L.H. - WANG, J. - YI, G.S. Probing epileptic disorders with lightweight neural network and EEG's intrinsic geometry. In NONLINEAR DYNAMICS. ISSN 0924-090X, MAR 2023, vol. 111, no. 6, p. 5817-5832. Dostupné na: https://doi.org/10.1007/s11071-022-08118-7. MYERS, A. - KVINGE, H. - EMERSON, T. TopFusion: Using Topological Feature Space for Fusion and Imputation in Multi-Modal Data. In 2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW. ISSN 2160-7508, 2023, p. 600-609. Dostupné na: https://doi.org/10.1109/CVPRW59228.2023.00067. DEACONESCU, D.B. - MARIA BUDA, A. - SUKA, D. - MICLAUS, S. Temporal Recurrence Analysis of Base Stations Emissions in 4G Mobile Communications. In 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING, 2023. Dostupné na: https://doi.org/10.1109/ATEE58038.2023.10108282. TAKAI, E. - NAKANE, K. - TAKADA, H. Nonlinear Analyses of Electrogastrogram Measurements Taken During Olfactory Stimulation Altering Autonomic Nerve Activity. In LECTURE NOTES IN COMPUTER SCIENCE, 2023, 14020 LNCS, p. 277-287. ISSN 0302-9743. Dostupné na: https://doi.org/10.1007/978-3-031-35681-0_18. KOLLAS, N. - GEWEHR, S. – MOURELATOS, S. – KIOUTSIOUKIS, I. An Improved Indicator for Causal Interaction in Non-Linear System. In ENVIRONMENTAL SCIENCES PROCEEDINGS. ISSN 2673-4931, 2023, vol. 26, no. 1, p. 92. Dostupné na: https://doi.org/10.3390/environsciproc2023026092. DHADPHALE, J.M. - KRAEMER, K.H. - GELBRECHT, M. - KURTHS, J. - MARWAN, N. – SUJITH, R.I. Model adaptive phase space reconstruction. In arXiv, 2023, https://doi.org/10.48550/arXiv.2312.14189. Kategória ADEB - Vedecké práce v ostatných zahraničných časopisoch neimpaktovaných Kategória (od 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Typ výstupu článok Rok vykazovania 2015 
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