CSH PUBLICATIONS

CSH Publications

Scientific contributions by members of the Complexity Science Hub Vienna.

Featured Publications

S. Thurner, R. Hanel, P. Klimek

Introduction to the Theory of Complex Systems

Oxford University Press (2018)

J. Sakellariou, F. Tria, V. Loreto, F. Pachet

Maximum entropy models capture melodic styles

Scientific Reports 7 (2017) 9172

P. Turchin et al.

Quantitative historical analysis uncovers a single dimension of complexity that structures global variation in human social organization

PNAS 115 (2) (2018) E144–E151

B. Corominas-Murtra, R. Hanel, S. Thurner

Understanding scaling through history-dependent processes with collapsing sample space

PNAS 112 (2015) 5348–5353

S. Poledna, S. Thurner

Elimination of systemic risk in financial networks by means of a systemic risk transaction tax

Quantitative Finance Volume 16, Issue 10 (2016) 1599–1613

S. Thurner, B. Corominas-Murtra, R. Hanel

The three faces of entropy for complex systems – information, thermodynamics and the maxent principle

Phys. Rev. E 96 (2017) 032124

S. Valverde, J. Piñero, B. Corominas-Murtra, J. Montoya, L. Joppa, R. Solé

The architecture of mutualistic networks as an evolutionary spandrel

Nature Ecology & Evolution 2 (2018) 94–99

D. Garcia

Leaking privacy and shadow profiles in online social networks

Science Advances Vol. 3, no. 8 (2017)

Publications

Dec 2018

M. Strembeck, E. Kušen, M. Conti

Emotional Valence Shifts and User Behavior on Twitter, Facebook, and YouTube

In: Influence and Behavior Analysis in Social Networks and Social Media, Lecture Notes in Social Networks (LNSN), Springer (2018) 63-83

V. Sekara, P. Deville, S. Ahnert, A.-L. Barabási, R. Sinatra, S. Lehmann

The chaperone effect in scientific publishing

PNAS (2018) 1800471115

Nov 2018

K. Wiesner, et al.

Stability of democracies: a complex systems perspective

Eur. J. Phys. 40 (2019) 014002 (17pp)

T. Niederkrotenthaler, B. Tilla, D. Garcia

Celebrity suicide on Twitter: Activity, content and network analysis related to the death of Swedish DJ Tim Bergling alias Avicii

Journal of Affective Disorders (2018)

S. Thurner

The Creative Destruction Of Evolution

in: S. Sim, B. Seet (Eds.), "Sydney Brenner's 10-on-10: The Chronicles of Evolution", Wildtype Books (2018)

S.P. Fraiberger, R. Sinatra, M. Resch, C. Riedl, A. L. Barabási

Quantifying reputation and success in art

Science 08 Nov (2018) eaau7224

O. Saukh

Capturing Inhalation Efficiency with Acoustic Sensors in Mobile Phones

Proceedings of the 7th Internat. Workshop on Real-World Embedded Wireless Systems and Networks (2018) 19–24

M. Szell, Y. Ma, R. Sinatra

A Nobel opportunity for interdisciplinarity

Nature Physics 14 (2018) 1075–1078

Oct 2018

O. Saukh, F. Papst, S. Saukh

Synchronization Games in P2P Energy Trading

[submitted]

J.P. Aguilar, C. Coste, J. Korbel

Series representation of the pricing formula for the European option driven by space-time fractional diffusion

Fractional Calculus and Applied Analysis, Vol. 21 (2018) 981–1004

L. Horstmeyer, C. Kuehn, and S. Thurner

Network topology near criticality in adaptive epidemics

Physical Review E 98 (2018) 042313

S. Poledna, A. Hinteregger, S. Thurner

Identifying Systemically Important Companies by Using the Credit Network of an Entire Nation

Entropy 20 (2018) 792

E. Kusen, M. Strembeck

Investigation of Emotion Exchange Motifs in Bot/Human Interactions During Riot Events

In: Proc. of the 5th International Conference on Social Networks Analysis, Management and Security (SNAMS), IEEE, Valencia, Spain, (2018)

M. Perc, V. Capraro

Grand Challenges in Social Physics: In Pursuit of Moral Behavior

Front. Phys. (2018)

M. Perc, L. Liu, S. Wang, X. Chen

Evolutionary dynamics in the public goods games with switching between punishment and exclusion

CHAOS 28 (2018) 103105

P. Klimek, R. Jimenez, M. Hidalgo, A. Hinteregger, S. Thurner

Forensic analysis of Turkish elections in 2017–2018

PLoS ONE 13(10) (2018) e0204975

S. Thurner, R. Hanel, P. Klimek

Introduction to the Theory of Complex Systems

Oxford University Press (2018)

A. Polleres, C. Baroglio, O. Boissier

Computational Ethics and Accountability

Transactions on Internet Technology (TOIT) 18 (2018) 4-40

M. Perc, S. Khajanchi, D. Ghosh

The influence of time delay in a chaotic cancer model

CHAOS 28 (2018) 103101

A. Polleres, S. Vakulenko, M. de Rijke et al.

Measuring semantic coherence of a conversation

In Proceedings of the 17th International Semantic Web Conference (ISWC) (2018)

A. Polleres, M. Kamdar, J. Fernandez, T. Tudorache, M. Musen

A more decentralized vision for linked data

DeSemWeb@ISWC (2018)

Sep 2018

S. Neumaier, V. Savenkov, A. Polleres

Geo-semantic labelling of Open Data

Procedia Computer Science (2018) 137 9-20

R. Hanel, S. Thurner

Maximum configuration principles for driven systems with arbitrary driving

[submitted]

J. Korbel, R. Hanel, S. Thurner

Classification of complex systems by their sample-space scaling exponents

New Journal of Physics 20 (2018) 093007

P. Westphal, J. Fernández, S. Kirrane, J. Lehmann

SPIRIT: A Semantic Transparency and Compliance Stack

SEMANTiCS (2018) CEUR 2198-119

J. Fernandez, S. Kirrane, A. Polleres, S. Steysal

HDTcrypt: Compression and Encryption of RDF Datasets

Semantic Web (SWJ) (2018)

Aug 2018

M. Strembeck, E. Kušen

On Message Exchange Motifs Emerging During Human/Bot Interactions in Multilayer Networks: The Case of Two Riot Events

In: Proc. of the 10th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, (2018)

H. Sigaki, M. Perc, H. Ribeiro

History of art paintings through the lens of entropy and complexity

PNAS (2018) 201800083

J. Jaeger

Shift happens: The developmental and evolutionary dynamics of the gap gene system

Curr Op Syst Biol 11 (2018) 65–73

M. Perc, R. Markovič, M. Gosak, M. Marhl, V. Grubelnik

Applying network theory to fables: Complexity in Slovene belles-lettres for different age groups

Journal of Complex Networks cny (2018)

Á. Corral, J. Sardanyés, L. Alsedà

Finite-time scaling in local bifurcations

Scientific Reportsvolume 8 (2018) 11783

Á. Corral, J. Sardanyés, L. Alsedà

Finite-time scaling in local bifurcations

Scientific Reports 8: 11783 (2018)

J. Korbel, P. Jizba

Maximum Entropy Principle in statistical inference: case for non-Shannonian entropies

2018 [in review]

J. Fernandez, J. Umbrich, A. Polleres, M. Knuth

Evaluating Query and Storage Strategies for RDF Archives

Semantic Web (SWJ) (2018)

Jul 2018

L. Liu, Y. Wang, R. Sinatra, C. Giles, C. Song, D. Wang

Hot streaks in artistic, cultural, and scientific careers

Nature 559, 151–152 (2018)

Jun 2018

M. Çankaya, J. Korbel

Least informative distributions in maximum q-log-likelihood estimation

Physica A: Statistical Mechanics and its Applications, Vol 509 (2018) 140–150

D. Garcia, Y. Mitike Kassa, A. Cuevas, M. Cebrian, E. Moro, I. Rahwan, R. Cuevas

Analyzing gender inequality through large-scale Facebook advertising data

PNAS (2018) 201717781

C. Bouko, et al.

Reactions to Brexit in images: a multimodal content analysis of shared visual content on Flickr

Visual Communication June 12 (2018)

May 2018

M. Perc, E. Nepomuceno, A. Barbosa, M. Silva

Individual-based modelling and control of bovine brucellosis

Royal Society Open Science 5 (2018) 180200

M. Perc, , C. Shen, C. Chu, L. Shi, Z. Wang

Aspiration-based coevolution of link weight promotes cooperation in the spatial prisoner’s dilemma game

Royal Society Open Science 5 (2018) 180199

Apr 2018

J. Fernández, M.A. Martínez-Prieto

RDF Serialization and Archival

In: Sakr S., Zomaya A. (eds) Encyclopedia of Big Data Technologies. Springer, Cham (2018)

M. Perc, J-M. Ginoux, H. Ruskeepää et al.

Is type 1 diabetes a chaotic phenomenon?

Chaos, Solitons & Fractals 111 (2018) 198-205

T. Niederkrotenthaler, E. Mittendorfer-Rutz, S. Thurner, P. Klimek

Quantification of healthcare utilization and psychopharmacological treatment in relation to the timing of suicide attempts in patients with common mental disorders: An analysis of big claims data of Austria

(in review)

M. Perc, E. Nepomuceno, S. Martins et al.

Inconsistencies in numerical simulations of dynamical systems using interval arithmetic

International Journal of Bifurcation and Chaos 28 (2018) 1850055

Mar 2018

M. Szell

Crowdsourced Quantification and Visualization of Urban Mobility Space Inequality

Urban Planning Vol 3, No 1 (2018) 1–20

J.-P. Aguilar, J. Korbel

Option Pricing Models Driven by the Space-Time Fractional Diffusion: Series Representation and Applications

Fractal Fract 2(1), 15 (2018)

E. Kušen, M. Strembeck

On the Public Perception of Police Forces in Riot Events – The Role of Emotions in Three Major Social Networks During the 2017 G20 Riots

Proc. of the 3rd International Conference on Complexity, Future Information Systems and Risk (COMPLEXIS), Funchal, Madeira, Portugal (2018) 120–127

E. Kušen, M. Strembeck

Why so Emotional? An Analysis of Emotional Bot-generated Content on Twitter

Proc. of the 3rd International Conference on Complexity, Future Information Systems and Risk (COMPLEXIS), Funchal, Madeira, Portugal (2018) 13–22

J. Jaeger, J. Solon , JJ. Fraire-Zamora

Two consecutive microtubule-based epithelial seaming events mediate dorsal closure in the scuttle fly Megaselia abdita

eLIFE 7 (2018) e33807

M.Perc, Q. Wang, Y. Liu et al.

Heterogeneous investments promote cooperation in evolutionary public goods games

Physica A 502 (2018) 570-575

E. Kušen, M. Strembeck

Politics, Sentiments, and Misinformation: An Analysis of the Twitter Discussion on the 2016 Austrian Presidential Elections

Online Social Networks and Media (OSNEM), Vol. 5 (2018) 37–50

M. Perc, B. Silva, S. Martins et al.

Detecting unreliable computer simulations of recursive functions with interval extensions

Applied Mathematics and Computation 329 (2018) 408-419

M. Perc, Y. Li, J. Zahng

Effects of compassion on the evolution of cooperation in spatial social dilemmas

Applied Mathematics and Computation Volume 320 (2018) 437-443

M. Perc, R. Markovic, M. Marhl et al.

Network science of biological systems at different scales: A review

Phys Life Rev 24 (2018) 118-135

P. Jizba, J. Korbel, et al.

Transitions between superstatistical regimes: Validity, breakdown and applications

Physica A: Statistical Mechanics and its Applications, Vol 493 (2018) 29–46

Feb 2018

M. Perc, I. Bačić, I. Franović

Disordered configurations of the Glauber model in two-dimensional networks

Europhysics Letters 120 (2017) 68001

A. Pluchino. A. E. Biondo, A. Rapisarda

Talent vs Luck: the role of randomness in success and failure

[submitted]

J. Jaeger, E. Jiménez-Guri, KR. Wotton

tarsal-less is expressed as a gap gene but has no gap gene phenotype in the moth midge Clogmia albipunctata.

Open Science 5 (2018) 180458

J. Jaeger, A. Crombach, E. Clark et al.

A damped oscillator imposes temporal order on posterior gap gene expression in Drosophila

PLOS Biology 16 (2018) e2003174

R. Rychtáriková, J. Korbel, P. Macháček, D. Štys

Point Divergence Gain and Multidimensional Data Sequences Analysis

Entropy 20(2) (2018) 106

D. Bagchi, C. Tsallis

Fermi–Pasta–Ulam–Tsingou problems: Passage from Boltzmann to q-statistics

Physica A, Vol. 491 (2018) 869–873

M.A. Martínez-Prieto, J. Fernández, A. Hernández-Illera, C. Gutiérrez

RDF Compression

In: Sakr S., Zomaya A. (eds) Encyclopedia of Big Data Technologies. Springer, Cham (2018)

Jan 2018

S. Poledna, S. Martínez-Jaramillo, F. Caccioli, S. Thurner

Quantification of systemic risk from overlapping portfolios in the financial system

(in review)

A. Pichler, S. Poledna, S. Thurner

Systemic-risk-efficient asset allocation: Minimization of systemic risk as a network optimization problem

(in review)

M. Perc, M. Gosak, J. Dolenšek et al

Loosening the shackles of scientific disciplines with network science Reply to comments on “Network science of biological systems at different scales: A review”

Physics of Life Reviews 24 (2018) 162–167

S. Poledna, A. Hinteregger, S. Thurner

Identifying systemically important companies in the entire liability network of a small open economy

(in review)

S. Poledna, M. Miess, S. Thurner et al.

When does a disaster become a systemic event? Estimating indirect economic losses from natural disasters

(in review)

H. Ribeiro, L. Alves, A. Martins, E. Lenzi, M. Perc

The dynamical structure of political corruption networks

Journal of Complex Networks (2018) cny002

M. Perc, A. Szolnoki

Evolutionary dynamics of cooperation in neutral populations

New Journal of Physics 20 (2018) 013031

D. Garcia, M. Goel, A. K. Agrawal, P. Kumaraguru

Collective aspects of privacy in the Twitter social network

EPJ Data Science (2018) 7:3

P. Klimek, R. Kreuzbauer, S. Thurner

Counter-signalling drives evolution of cultural elites: quantitative evidence from fashion cycles in music

(in review)

M. Perc

Stability of subsystem solutions in agent-based models

European Journal of Physics 39 (2018) 014001

Dec 2017

M. Beno, K. Figl, J. Umbrich, A. Polleres

Perception of Key Barriers in Using and Publishing Open Data

eJournal of eDemocracy and Open Government (JeDEM) 9(2) (2017) 134–165

M. Perc, M. Gosak et al.

Critical and supercritical spatiotemporal calcium dynamics in beta cells

Front Physiol 8 (2017) 1106

M. Sadilek, P. Klimek, S. Thurner

Asocial balance—how your friends determine your enemies: understanding the co-evolution of friendship and enmity interactions in a virtual world

Journal of Computational Social Science 1 (2018) 227–239

P. Turchin et al.

Quantitative historical analysis uncovers a single dimension of complexity that structures global variation in human social organization

PNAS 115 (2) (2018) E144–E151

B. Maag, Z. Zhou, O. Saukh, L. Thiele

BARTON: Low Power Tongue Movement Sensing with In-ear Barometers

IEEE International Conference on Parallel and Distributed Systems (ICPADS), Shenzhen (2017)

C. Kuehn

Quenched noise and nonlinear oscillations in bistable multiscale systems

EPL 120 (2017) 10001

B. Hoisl, S. Sobernig, M. Strembeck

Reusable and Generic Design Decisions for Developing UML-based Domain-specific Languages

Information and Software Technology (2017) 49–74

J. S. Lansing, S. Thurner et al.

Kinship structures create persistent channels for language transmission

PNAS 114 (49) (2017) 12910–12915

Nov 2017

S. Valverde, J. Piñero, B. Corominas-Murtra, J. Montoya, L. Joppa, R. Solé

The architecture of mutualistic networks as an evolutionary spandrel

Nature Ecology & Evolution 2 (2018) 94–99

J. Jaeger, A. Alcaine-Colet et al.

Non-canonical dorsoventral patterning in the moth midge Clogmia albipunctata

EvoDevo 8 (2017) 20

P. Jizba, J. Korbel

On the Uniqueness Theorem for Pseudo-Additive Entropies

Entropy 19(11) (2017) 605

Oct 2017

K. Lerman, L. G. Marin, D. Garcia et al.

Language, demographics, emotions, and the structure of online social networks

J Comput Soc Sc (2017)

M. V. Leduc, S. Poledna, S. Thurner

Systemic Risk Management in Financial Networks with Credit Default Swaps

Journal Of Network Theory In Finance Vol. 3, No. 3 (2017)

S. Bischof, A. Harth, B. Kämpgen, A. Polleres, P. Schneider

Enriching integrated statistical open city data by combining equational knowledge and missing value imputation

Web Semantics: Science, Services and Agents on the World Wide Web (2017, in press)

J. Fernández, W. Beek, M.A. Martinez-Prieto, M. Arias

LOD-a-lot: A Queryable Dump of the LOD cloud

The Semantic Web (ISWC) (2017) 75-83

M. Perc, A. Szolnok

Second-order free-riding on antisocial punishment restores the effectiveness of prosocial punishment

PhysRev X 7 (2017) 041027

Sep 2017

B. Corominas-Murtra, R. Hanel, L. Zavojanni, S. Thurner

How noise determines the statistics of simple path dependent systems

(in review)

B. Corominas-Murtra, R. Hanel, S Thurner

Sample space reducing cascading processes produce the full spectrum of scaling exponents

Scientific Reports 7 (2017) 11223

M. Leduc, S. Thurner

Incentivizing resilience in financial networks

Journal of Economic Dynamics and Control, Vol. 82 (2017) 44–66

J. Fernández, W. Beek, R. Verborgh

LOD-a-lot: A Single-File Enabler for Data Science

Semantics (2017) 181-184

Aug 2017

C. Tsallis

Economics and Finance: q-Statistical Stylized Features Galore

Entropy 19(9) (2017) 457

I. Smirnov, S. Thurner

Formation of homophily in academic performance: Students change their friends rather than performance

PLoS ONE 12(8) (2017) e0183473

G. Sicuro, C. Tsallis

q-generalized representation of the d-dimensional Dirac delta and q-Fourier transform

Physics Letters A, Volume 381, Issue 32 (August 2017) 2559–2658

J. Sakellariou, F. Tria, V. Loreto, F. Pachet

Maximum entropy models capture melodic styles

Scientific Reports 7 (2017) 9172

E. Kušen, G. Cascavilla, K. Figl, M. Conti, M. Strembeck

Identifying Emotions in Social Media: Comparison of Word-emotion lexicons

Proc. of the 4th International Symposium on Social Networks Analysis, Management and Security (SNAMS), Prague (Aug 2017)

D. Garcia

Leaking privacy and shadow profiles in online social networks

Science Advances Vol. 3, no. 8 (2017)

Jul 2017

E. Kušen, M. Strembeck

An Analysis of the Twitter Discussion on the 2016 Austrian Presidential Elections

(submitted)

E. Kušen, M. Strembeck, G. Cascavilla, M. Conti

On the Influence of Emotional Valence Shifts on the Spread of Information in Social Networks

in: Proc. of the 9th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Sydney (Jul/Aug 2017)

B. Monechi, P. Gravino, R. di Clemente, V.D.P. Servedio,

Complex delay dynamics on railway networks: from universal laws to realistic modelling

(submitted)

B. Monechi, P. Gravino, V.D.P. Servedio, F. Tria, V. Loreto

Significance and popularity in music production

R. Soc. open sci. 4(7) (2017)

Jun 2017

R. Jimenez, M. Hidalgo, P. Klimek

Testing for voter rigging in small polling stations

Science Advances Vol. 3, no. 6 (2017) e1602363

J. S. Lansing, S. Thurner et al.

Adaptive self-organization of Bali’s ancient rice terraces

PNAS 114 (2017) 6504–6509

May 2017

J.D. Fernández, S. Kirrane, A. Polleres, S. Steyskal

Self-Enforcing Access Control for Encrypted RDF

Part of the Lecture Notes in Computer Science book series, LNCS, volume 10249 (2017)

J. Fernández, A. Polleres, V. Savenkov, A. Ahmeti

Updating Wikipedia via DBpedia Mappings and SPARQL

ESWC (2017) 485-501

T. Händler, S. Sobernig, M. Strembeck

Towards Triaging Code-Smell Candidates via Runtime Scenarios and Method-Call Dependencies

in: Proc. of the 9th International Workshop on Managing Technical Debt (MTD), Cologne (May 2017)

S. Thurner, B. Corominas-Murtra, R. Hanel

The three faces of entropy for complex systems – information, thermodynamics and the maxent principle

Phys. Rev. E 96 (2017) 032124

T.C. Nunes, S. Brito, L.R. da Silva, C. Tsallis

Role of dimensionality in preferential attachment growth model with random fitness

(in review)

Apr 2017

S. Poledna, O. Bochmann, S. Thurner

Basel III capital surcharges for G-SIBs are far less effective in managing systemic risk in comparison to network-based, systemic risk-dependent financial transaction taxes

Journal of Economic Dynamics and Control , Vol 77, April (2017) 230–246

Mar 2017

R. Hanel, B. Corominas-Murtra, and S. Thurner

Understanding frequency distributions of path-dependent processes with non-multinomial maximum entropy approaches

New Journal of Physics 19 (2017) 033008

Feb 2017

R. Hanel, B. Corominas-Murtra, B. Liu, S. Thurner

Fitting power-laws in empirical data with estimators that work for all exponents

PLoS ONE 12(2) (2017) 0170920

Y. Holovatch, R. Kenna, S. Thurner,

Complex systems: physics beyond physics

European Journal of Physics, Volume 38, Number 2 (2017)

Jan 2017

S. Thurner (Ed.)

43 Visions for Complexity

Exploring Complexity – Vol. 3, World Scientific Publishing Co. (2017)

Dec 2016

P. Klimek, S. Aichberger, S. Thurner

Disentangling genetic and environmental risk factors for individual diseases from multiplex comorbidity networks

Scientific Reports 6 (2016) 39658

Oct 2016

A. Kautzky-Willer, S. Thurner, P. Klimek

Use of statins offsets insulin-related cancer risk

Journal of Internal Medicine 281 (2017) 206–216

Sep 2016

B. Corominas-Murtra, R. Hanel, S. Thurner

Extreme robustness of scaling in sample space reducing processes explains Zipf’s law in diffusion on directed networks

New Journal of Physics 18 (2016) 093010

Jul 2016

A. Ahmeti, J.D. Fernandez, A. Polleres, V. Savenkov

Towards Updating Wikipedia via DBpedia Mappings and SPARQL

In: R. Pichler, A. Soares da Silva (Eds.), Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, Panama: CEUR Workshop Proceedings (2016)

Jun 2016

A.S. Jovanovic, N. Schmid, P. Klimek, A. Choudhary

Use of Indicators for Assessing Resilience of Critical Infrastructures

In: I. Linkov, M.V. Florin (Eds.), IRGC Resource Guide on Resilience (2016)

Apr 2016

S. Poledna, S. Thurner

Elimination of systemic risk in financial networks by means of a systemic risk transaction tax

Quantitative Finance Volume 16, Issue 10 (2016) 1599–1613

Mar 2015

B. Corominas-Murtra, R. Hanel, S. Thurner

Understanding scaling through history-dependent processes with collapsing sample space

PNAS 112 (2015) 5348–5353

Apr 2014

R. Hanel, S. Thurner, M. Gell-Mann

How multiplicity of random processes determines entropy and the derivation of the maximum entropy principle for complex systems

PNAS 111 (2014) 6905–6910

Jun 2010

M. Szell, R. Lambiotte, S. Thurner

Multirelational organization of large-scale social networks in an online world

PNAS 107 (2010) 13636–13641