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"Challenges in Data Science"

Chaos, Solitons and Fractals" volume 90, Pages 1-126 (2016)

Eds.A.Carbone, M. Jensen, A-H. Sato 

http://www.sciencedirect.com/science/journal/09600779/90

 


Challenges in data science: a complex systems perspective
Pages 1-7
Anna Carbone, Meiko Jensen, Aki-Hiro Sato

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Regularities and discrepancies of credit default swaps: a data science approach through Benford's law
Pages 8-17
Marcel Ausloos, Rosella Castellano, Roy Cerqueti

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On the topologic structure of economic complex networks: Empirical evidence from large scale payment network of Estonia
Pages 18-27
Stephanie Rendón de la Torre, Jaan Kalda, Robert Kitt, Jüri Engelbrecht

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Recent advances on failure and recovery in networks of networks
Pages 28-36
Louis M. Shekhtman, Michael M. Danziger, Shlomo Havlin

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Analyzing human driving data an approach motivated by data science methods
Pages 37-45
Peter Wagner, Ronald Nippold, Sebastian Gabloner, Martin Margreiter

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Can topology reshape segregation patterns?
Pages 46-54
Yerali Gandica, Floriana Gargiulo, Timoteo Carletti

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The Bass diffusion model on networks with correlations and inhomogeneous advertising
Pages 55-63
M.L. Bertotti, J. Brunner, G. Modanese

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Introducing serendipity in a social network model of knowledge diffusion
Pages 64-71
Marco Cremonini

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Possilibity of estimating payoff matrix from model for hit phenomena
Pages 72-80
Akira Ishii, Shota Sakaidani, Saori Iwanaga

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Big data naturally rescaled
Pages 81-90
Ruedi Stoop, Karlis Kanders, Tom Lorimer, Jenny Held, Carlo Albert

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Temporal Taylor’s scaling of facial electromyography and electrodermal activity in the course of emotional stimulation
Pages 91-100
Jan ChoÅ‚oniewski, Anna Chmiel, Julian Sienkiewicz, Janusz A. HoÅ‚yst, Dennis Küster, Arvid Kappas

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Network tools for tracing the dynamics of heart rate after cardiac transplantation
Pages 101-110
Danuta Makowiec, Joanna Wdowczyk, Marcin Gruchała, Zbigniew R. Struzik

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Three-dimensional off-lattice AB model protein with the 89-residue Fibonacci sequence
Pages 111-117
Seung-Yeon Kim

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Forecasting business cycle with chaotic time series based on neural network with weighted fuzzy membership functions
Pages 118-126
Soo H. Chai, Joon S. Lim

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Challenges in Data Science :

a complex systems perspective

International Conference

October 14-17 2015

Castello del Valentino

Torino, Italy

 

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