Enhancing dynamical signatures of complex systems through symbolic computation

被引:27
作者
Porta, Alberto [1 ,2 ]
Baumert, Mathias [3 ]
Cysarz, Dirk [4 ,5 ]
Wessel, Niels [6 ]
机构
[1] Univ Milan, Dept Biomed Sci Hlth, Milan, Italy
[2] IRCCS Galeazzi Orthoped Inst, Milan, Italy
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA, Australia
[4] Univ Witten Herdecke, Integrated Curriculum Anthroposoph Med, Witten, Germany
[5] Univ Witten Herdecke, Inst Integrat Med, Witten, Germany
[6] Humboldt Univ, Dept Phys, Berlin, Germany
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2015年 / 373卷 / 2034期
关键词
symbolic dynamics; pattern classification; multivariate signal processing; entropy; transfer entropy; complexity; HEART-RATE; BIOSIGNALS; PRESSURE;
D O I
10.1098/rsta.2014.0099
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
[No abstract available]
引用
收藏
页数:6
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[31]   Analysis Problems for Graphical Dynamical Systems: A Unified Approach Through Graph Predicates [J].
Rosenkrantz, Daniel J. ;
Marathe, Madhav V. ;
Hunt, Harry B., III ;
Ravi, S. S. ;
Stearns, Richard E. .
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS'15), 2015, :1501-1509
[32]   Introduction to Focus Issue: Intrinsic and Designed Computation: Information Processing in Dynamical Systems-Beyond the Digital Hegemony [J].
Crutchfield, James P. ;
Ditto, William L. ;
Sinha, Sudeshna .
CHAOS, 2010, 20 (03)
[33]   A data-driven method to dissect the dynamics of the causal influence in complex dynamical systems [J].
Mwaffo, Violet ;
Keshavan, Jishnu ;
Hedrick, Tyson ;
Humbert, Sean .
2018 IEEE WORKSHOP ON COMPLEXITY IN ENGINEERING (COMPENG 2018), 2018,
[34]   Steps for Applying the Complex Dynamical Systems Approach in Educational Research: A Guide for the Perplexed Scholar [J].
Kaplan, Avi ;
Garner, Joanna K. .
JOURNAL OF EXPERIMENTAL EDUCATION, 2020, 88 (03) :486-502
[35]   Complexity characterization in a probabilistic approach to dynamical systems through information geometry and inductive inference [J].
Ali, S. A. ;
Cafaro, C. ;
Giffin, A. ;
Kim, D-H .
PHYSICA SCRIPTA, 2012, 85 (02)
[36]   Entropy of automorphisms arising from dynamical systems through discrete groups with amenable actions [J].
Choda, M .
JOURNAL OF FUNCTIONAL ANALYSIS, 2004, 217 (01) :181-191
[37]   Understanding complex service systems through different lenses: An overview [J].
Briscoe, Gerard ;
Keraenen, Krista ;
Parry, Glenn .
EUROPEAN MANAGEMENT JOURNAL, 2012, 30 (05) :418-426
[38]   Capacity development through international projects: a complex adaptive systems perspective [J].
McEvoy, Peter ;
Brady, Malcolm ;
Munck, Ronaldo .
INTERNATIONAL JOURNAL OF MANAGING PROJECTS IN BUSINESS, 2016, 9 (03) :528-545
[39]   Navigating simplicity and complexity of social-ecological systems through a dialogue between dynamical systems and agent-based models [J].
Radosavljevic, Sonja ;
Sanga, Udita ;
Schluter, Maja .
ECOLOGICAL MODELLING, 2024, 495
[40]   Non-Smooth Dynamics in Energy Market Models: A Complex Approximation From System Dynamics and Dynamical Systems Approach [J].
Valencia-Calvo, Johnny ;
Olivar-Tost, Gerard ;
Daniel Morcillo-Bastidas, Jose ;
Jaime Franco-Cardona, Carlos ;
Dyner, Isaac .
IEEE ACCESS, 2020, 8 :128877-128896