Fractals Beyond Hierarchy—Analyzing the Temporal Patterns of Contact Networks in a French Public Sector Organization

Aguilera, M., Morer, I., Barandiaran, X., & Bedia, M. (2013). Quantifying political self-organization in social media. Fractal patterns in the Spanish 15M movement on twitter. In ECAL 2013: The Twelfth European Conference on Artificial Life (pp. 395–402). MIT Press. AguileraM. MorerI. BarandiaranX. BediaM. 2013 Quantifying political self-organization in social media. Fractal patterns in the Spanish 15M movement on twitter In ECAL 2013: The Twelfth European Conference on Artificial Life 395 402 MIT Press Search in Google Scholar

Alados, C. L., & Huffman, M. A. (2000). Fractal long-range correlations in behavioural sequences of wild chimpanzees: A non-invasive analytical tool for the evaluation of health. Ethology, 106(2), 105–116. AladosC. L. HuffmanM. A. 2000 Fractal long-range correlations in behavioural sequences of wild chimpanzees: A non-invasive analytical tool for the evaluation of health Ethology 106 2 105 116 Search in Google Scholar

Bak, P., Tang, C., & Wiesenfeld, K. (1987). Self-organized criticality: An explanation of the 1/f noise. Physical Review Letters, 59(4), 381. BakP. TangC. WiesenfeldK. 1987 Self-organized criticality: An explanation of the 1/f noise Physical Review Letters 59 4 381 Search in Google Scholar

Barrat, A., Cattuto, C., Tozzi, A. E., Vanhems, P., & Voirin, N. (2014). Measuring contact patterns with wearable sensors: Methods, data characteristics and applications to data-driven simulations of infectious diseases. Clinical Microbiology and Infection, 20(1), 10–16. BarratA. CattutoC. TozziA. E. VanhemsP. VoirinN. 2014 Measuring contact patterns with wearable sensors: Methods, data characteristics and applications to data-driven simulations of infectious diseases Clinical Microbiology and Infection 20 1 10 16 Search in Google Scholar

Briggs, J. (1992). Fractals: The patterns of chaos: A new aesthetic of art, science, and nature. Simon; Schuster. BriggsJ. 1992 Fractals: The patterns of chaos: A new aesthetic of art, science, and nature Simon; Schuster Search in Google Scholar

Cattuto, C., Van den Broeck, W., Barrat, A., Colizza, V., Pinton, J-F., & Vespignani, A. (2010). Dynamics of person-to-person interactions from distributed RFID sensor networks. PloS One, 5(7), e11596. CattutoC. Van den BroeckW. BarratA. ColizzaV. PintonJ-F. VespignaniA. 2010 Dynamics of person-to-person interactions from distributed RFID sensor networks PloS One 5 7 e11596 Search in Google Scholar

De Florio, V., Bakhouya, M., Coronato, A., & Di Marzo, G. (2013). Models and concepts for socio-technical complex systems: Towards fractal social organizations. Systems Research and Behavioral Science, 30(6), 750–772. De FlorioV. BakhouyaM. CoronatoA. Di MarzoG. 2013 Models and concepts for socio-technical complex systems: Towards fractal social organizations Systems Research and Behavioral Science 30 6 750 772 Search in Google Scholar

De Florio, V., Coronato, A., Bakhouya, M., & Di_Marzo Serugendo, G. (2012). Service-oriented communities: Models and concepts towards fractal social organizations. In 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems (pp. 450–457). IEEE. De FlorioV. CoronatoA. BakhouyaM. Di_Marzo SerugendoG. 2012 Service-oriented communities: Models and concepts towards fractal social organizations In 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems 450 457 IEEE Search in Google Scholar

De Florio, V., Sun, H., Buys, J., & Blondia, C. (2013). On the impact of Fractal Organization on the performance of socio-technical systems. In 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing (pp 672–77). IEEE. De FlorioV. SunH. BuysJ. BlondiaC. 2013 On the impact of Fractal Organization on the performance of socio-technical systems In 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing 672 77 IEEE Search in Google Scholar

Dixon, J. A., Holden, J. G., Mirman, D., & Stephen, D. G. (2012). Multifractal dynamics in the emergence of cognitive structure. Topics in Cognitive Science, 4(1), 51–62. DixonJ. A. HoldenJ. G. MirmanD. StephenD. G. 2012 Multifractal dynamics in the emergence of cognitive structure Topics in Cognitive Science 4 1 51 62 Search in Google Scholar

Evertsz, C. J. G. (1995). Fractal geometry of financial time series. Fractals, 3(03), 609–616. EvertszC. J. G. 1995 Fractal geometry of financial time series Fractals 3 03 609 616 Search in Google Scholar

Fan, C., Guo, J-L., & Zha, Y-L. (2010). Fractal analysis on human behaviors dynamics. arXiv Preprint arXiv, 1012.4088. FanC. GuoJ-L. ZhaY-L. 2010 Fractal analysis on human behaviors dynamics arXiv Preprint arXiv, 1012.4088 Search in Google Scholar

Fowler, M., Highsmith, J., et al. (2001). The agile manifesto. Software Development, 9(8), 28–35. FowlerM. HighsmithJ. 2001 The agile manifesto Software Development 9 8 28 35 Search in Google Scholar

Génois, M., & Barrat, A. (2018). Can co-location be used as a proxy for face-to-face contacts? EPJ Data Science, 7(1), 1–18. GénoisM. BarratA. 2018 Can co-location be used as a proxy for face-to-face contacts? EPJ Data Science 7 1 1 18 Search in Google Scholar

Génois, M., Vestergaard, C. L., Fournet, J., Panisson, A., Bonmarin, I., & Barrat, A. (2015). Data on face-to-face contacts in an office building suggest a low-cost vaccination strategy based on community linkers. Network Science, 3(3), 326–347. GénoisM. VestergaardC. L. FournetJ. PanissonA. BonmarinI. BarratA. 2015 Data on face-to-face contacts in an office building suggest a low-cost vaccination strategy based on community linkers Network Science 3 3 326 347 Search in Google Scholar

Hausdorff, J. M., & Peng, C-K. (1996). Multiscaled randomness: A possible source of 1/f noise in biology. Physical Review E, 54(2), 2154. HausdorffJ. M. PengC-K. 1996 Multiscaled randomness: A possible source of 1/f noise in biology Physical Review E 54 2 2154 Search in Google Scholar

Hill, R. A., Bentley, R. A., & Dunbar. R. I. M. (2008). Network scaling reveals consistent fractal pattern in hierarchical mammalian societies. Biology Letters, 4(6), 748–751. HillR. A. BentleyR. A. DunbarR. I. M. 2008 Network scaling reveals consistent fractal pattern in hierarchical mammalian societies Biology Letters 4 6 748 751 Search in Google Scholar

Ihlen, E. A. F., & Vereijken, B. (2010). Interaction-dominant dynamics in human cognition: Beyond 1/Ƒα fluctuation. Journal of Experimental Psychology: General, 139(3), 436. IhlenE. A. F. VereijkenB. 2010 Interaction-dominant dynamics in human cognition: Beyond 1/Ƒα fluctuation Journal of Experimental Psychology: General 139 3 436 Search in Google Scholar

Joye, Y. (2011). A review of the presence and use of fractal geometry in architectural design. Environment and Planning B: Planning and Design, 38(5), 814–828. JoyeY. 2011 A review of the presence and use of fractal geometry in architectural design Environment and Planning B: Planning and Design 38 5 814 828 Search in Google Scholar

Kautz, R. (2011). Chaos: The science of predictable random motion. Oxford University Press. KautzR. 2011 Chaos: The science of predictable random motion Oxford University Press Search in Google Scholar

Keshner, M. S. (1982). 1/f noise. Proceedings of the IEEE, 70(3), 212–218. KeshnerM. S. 1982 1/f noise Proceedings of the IEEE 70 3 212 218 Search in Google Scholar

Likens, A. D., Fine, J. M., Amazeen, E. L., & Amazeen, P. G. (2015). Experimental control of scaling behavior: What is not fractal? Experimental Brain Research, 233(10), 2813–2821. LikensA. D. FineJ. M. AmazeenE. L. AmazeenP. G. 2015 Experimental control of scaling behavior: What is not fractal? Experimental Brain Research 233 10 2813 2821 Search in Google Scholar

MacIntosh, A. J. J., Pelletier, L., Chiaradia, A., Kato, A., & Ropert-Coudert, Y. (2013). Temporal fractals in seabird foraging behaviour: Diving through the scales of time. Scientific Reports, 3(1), 1–10. MacIntoshA. J. J. PelletierL. ChiaradiaA. KatoA. Ropert-CoudertY. 2013 Temporal fractals in seabird foraging behaviour: Diving through the scales of time Scientific Reports 3 1 1 10 Search in Google Scholar

Mandelbrot, B. B. (1982). The fractal geometry of nature (Vol. 1). WH Freeman. MandelbrotB. B. 1982 The fractal geometry of nature 1 WH Freeman Search in Google Scholar

Mandelbrot, B. B. (1989). Fractal geometry: What is it, and what does it do? Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences, 423(1864), 3–16. MandelbrotB. B. 1989 Fractal geometry: What is it, and what does it do? Proceedings of the Royal Society of London A. Mathematical and Physical Sciences 423 1864 3 16 Search in Google Scholar

Ostwald, M. J., Vaughan, J., & Tucker, C. (2015). Characteristic visual complexity: Fractal dimensions in the architecture of Frank Lloyd Wright and Le Corbusier. In Architecture and Mathematics from Antiquity to the Future (pp. 339–354). Springer. OstwaldM. J. VaughanJ. TuckerC. 2015 Characteristic visual complexity: Fractal dimensions in the architecture of Frank Lloyd Wright and Le Corbusier In Architecture and Mathematics from Antiquity to the Future 339 354 Springer Search in Google Scholar

Peng, C-K., Buldyrev, S. V., Goldberger, A. L., Havlin, S., Sciorti no, F., Simons, M., & Stanley, H. E. (1992). Long-range correlations in nucleotide sequences. Nature, 356(6365), 168–170. PengC-K. BuldyrevS. V. GoldbergerA. L. HavlinS. Sciorti noF. SimonsM. StanleyH. E. 1992 Long-range correlations in nucleotide sequences Nature 356 6365 168 170 Search in Google Scholar

Penzel, T., Kantelhardt, J. W., Grote, L., Peter, J-H., & Bunde, A. (2003). Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea. IEEE Transactions on Biomedical Engineering, 50(10), 1143–1151. PenzelT. KantelhardtJ. W. GroteL. PeterJ-H. BundeA. 2003 Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea IEEE Transactions on Biomedical Engineering 50 10 1143 1151 Search in Google Scholar

Ryu, K., & Jung, M. (2003). Agent-based fractal architecture and modelling for developing distributed manufacturing systems. International Journal of Production Research, 41(17), 4233–4255. RyuK. JungM. 2003 Agent-based fractal architecture and modelling for developing distributed manufacturing systems International Journal of Production Research 41 17 4233 4255 Search in Google Scholar

Sierpinski, W. (1915). Sur Une Courbe Dont Tout Point Est Une Point Remification. CR Acad. Sci. Paris, 160, 302–305. SierpinskiW. 1915 Sur Une Courbe Dont Tout Point Est Une Point Remification CR Acad. Sci. Paris 160 302 305 Search in Google Scholar

Stark, D. (1999). Heterarchy: Distributing intelligence and organizing diversity. The Biology of Business: Decoding the Natural Laws of Enterprise (pp 153–179). StarkD. 1999 Heterarchy: Distributing intelligence and organizing diversity The Biology of Business: Decoding the Natural Laws of Enterprise 153 179 Search in Google Scholar

Tadić, B. (2002). Temporal fractal structures: Origin of power laws in the world-wide web. Physica A: Statistical Mechanics and Its Applications, 314(1–4), 278–283. TadićB. 2002 Temporal fractal structures: Origin of power laws in the world-wide web Physica A: Statistical Mechanics and Its Applications 314 1–4 278 283 Search in Google Scholar

Tharumarajah, A. (1996). Comparison of the bionic, fractal and holonic manufacturing system concepts. International Journal of Computer Integrated Manufacturing, 9(3), 217–226. TharumarajahA. 1996 Comparison of the bionic, fractal and holonic manufacturing system concepts International Journal of Computer Integrated Manufacturing 9 3 217 226 Search in Google Scholar

von Koch, H. (2004). On a continuous curve without tangent constructible from elementary geometry [Originally Published in 1904.]. In Classics on fractals (pp. 25–46). Worldview Press. von KochH. 2004 On a continuous curve without tangent constructible from elementary geometry [Originally Published in 1904.] In Classics on fractals 25 46 Worldview Press Search in Google Scholar

Yao, C-Z., Lin, J-N., & Zheng, X-Z. (2017). Coupling detrended fluctuation analysis for multiple warehouse-out behavioral sequences. Physica A: Statistical Mechanics and Its Applications, 465, 75–90. YaoC-Z. LinJ-N. ZhengX-Z. 2017 Coupling detrended fluctuation analysis for multiple warehouse-out behavioral sequences Physica A: Statistical Mechanics and Its Applications 465 75 90 Search in Google Scholar

Zhou, W-X., Sornette, D., Hill, R. A., & Dunbar, R. I. M. (2005). Discrete hierarchical organization of social group sizes. Proceedings of the Royal Society B: Biological Sciences, 272(1561), 439–444. ZhouW-X. SornetteD. HillR. A. DunbarR. I. M. 2005 Discrete hierarchical organization of social group sizes Proceedings of the Royal Society B: Biological Sciences 272 1561 439 444 Search in Google Scholar

Zimmerman, B. J., & Hurst, D. K. (1993). Breaking the boundaries: The Fractal Organization. Journal of Management Inquiry, 2(4), 334–355. ZimmermanB. J. HurstD. K. 1993 Breaking the boundaries: The Fractal Organization Journal of Management Inquiry 2 4 334 355 Search in Google Scholar