Modern temporal network theory: a colloquium

Exploring the structure and function of temporal networks with dynamic graphlets

(2015) Y. Hulovatyy et al.   BIOINFORMATICS

Evaluation of farm-level parameters derived from animal movements for use in risk-based surveillance programmes of cattle in Switzerland

(2015) Sara Schärrer et al.   BMC Veterinary Research

Betweenness in time dependent networks

(2015) Ahmad Alsayed et al.   CHAOS SOLITONS & FRACTALS

Towards real-world complexity: an introduction to multiplex networks

(2015) Kyu-Min Lee et al.   EUROPEAN PHYSICAL JOURNAL B

Community detection in directed acyclic graphs

(2015) Leo Speidel et al.   EUROPEAN PHYSICAL JOURNAL B

Slow relaxation dynamics and aging in random walks on activity driven temporal networks

(2015) Angélica Sousa da Mata et al.   EUROPEAN PHYSICAL JOURNAL B

From seconds to months: an overview of multi-scale dynamics of mobile telephone calls

(2015) Jari Saramäki et al.   EUROPEAN PHYSICAL JOURNAL B

Characterizing Bursts of Aggregate Pairs With Individual Poissonian Activity and Preferential Mobility

(2015) Yi-Qing Zhang et al.   IEEE COMMUNICATIONS LETTERS

Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital

(2015) Nicolas Voirin et al.   INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY

The role of heterogeneity in contact timing and duration in network models of influenza spread in schools

(2015) Damon J. A. Toth et al.   Journal of the Royal Society Interface

Learning-induced autonomy of sensorimotor systems

(2015) Danielle S Bassett et al.   NATURE NEUROSCIENCE

Attack tolerance of correlated time-varying social networks with well-defined communities

(2015) Souvik Sur et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A fast algorithm for community detection in temporal network

(2015) Jialin He et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Epidemic process on activity-driven modular networks

(2015) Dun Han et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Exploiting the time-dynamics of news diffusion on the Internet through a generalized Susceptible–Infected model

(2015) Giuseppe De Martino et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Most probable paths in temporal weighted networks: An application to ocean transport

(2015) Enrico Ser-Giacomi et al.   PHYSICAL REVIEW E

Steady state and mean recurrence time for random walks on stochastic temporal networks

(2015) Leo Speidel et al.   PHYSICAL REVIEW E

Dynamics of history-dependent epidemics in temporal networks

(2015) Albert Sunny et al.   PHYSICAL REVIEW E

Memory and burstiness in dynamic networks

(2015) Ewan R. Colman et al.   PHYSICAL REVIEW E

Chimera states in time-varying complex networks

(2015) Arturo Buscarino et al.   PHYSICAL REVIEW E

Identification of core-periphery structure in networks

(2015) Xiao Zhang et al.   PHYSICAL REVIEW E

Identification of Patient Zero in Static and Temporal Networks: Robustness and Limitations

(2015) Nino Antulov-Fantulin et al.   PHYSICAL REVIEW LETTERS

Burstiness and Aging in Social Temporal Networks

(2015) Antoine Moinet et al.   PHYSICAL REVIEW LETTERS

Diffusion on networked systems is a question of time or structure

(2015) Jean-Charles Delvenne et al.   Nature Communications

Controlling infectious disease through the targeted manipulation of contact network structure

(2015) M. Carolyn Gates et al.   Epidemics

Predicting Epidemic Risk from Past Temporal Contact Data

(2015) Eugenio Valdano et al.   PLoS Computational Biology

Human Interactive Patterns in Temporal Networks

(2015) Yi-Qing Zhang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

The Basic Reproduction Number as a Predictor for Epidemic Outbreaks in Temporal Networks

(2015) Petter Holme et al.   PLoS One

Spatial-Temporal Dynamics of High-Resolution Animal Networks: What Can We Learn from Domestic Animals?

(2015) Shi Chen et al.   PLoS One

Cross-linked structure of network evolution

(2014) Danielle S. Bassett et al.   CHAOS

Epidemic spreading in time-varying community networks

(2014) Guangming Ren et al.   CHAOS

A new method for predicting essential proteins based on dynamic network topology and complex information

(2014) Jiawei Luo et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Latent self-exciting point process model for spatial-temporal networks

(2014) George Tita et al.   DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B

The role of global trade and transport network topology in the human-mediated dispersal of alien species

(2014) Natalie Clare Banks et al.   ECOLOGY LETTERS

When susceptible-infectious-susceptible contagion meets time-varying networks with identical infectivity

(2014) Yi-Qing Zhang et al.   EPL

Dynamics of social balance under temporal interaction

(2014) Ryosuke Nishi et al.   EPL

Dynamic motifs in socio-economic networks

(2014) Xin Zhang et al.   EPL

Seed Selection for Spread of Influence in Social Networks: Temporal vs. Static Approach

(2014) Radosław Michalski et al.   NEW GENERATION COMPUTING

Structural controllability of temporal networks

(2014) Márton Pósfai et al.   NEW JOURNAL OF PHYSICS

Statistically validated mobile communication networks: the evolution of motifs in European and Chinese data

(2014) Ming-Xia Li et al.   NEW JOURNAL OF PHYSICS

Spreading dynamics on networks: the role of burstiness, topology and non-stationarity

(2014) Dávid X Horváth et al.   NEW JOURNAL OF PHYSICS

Random walk centrality for temporal networks

(2014) Luis E C Rocha et al.   NEW JOURNAL OF PHYSICS

Structural differences between open and direct communication in an online community

(2014) Fariba Karimi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Synchronization in time-varying networks

(2014) Vivek Kohar et al.   PHYSICAL REVIEW E

Temporal stability of network partitions

(2014) Giovanni Petri et al.   PHYSICAL REVIEW E

How memory generates heterogeneous dynamics in temporal networks

(2014) Christian L. Vestergaard et al.   PHYSICAL REVIEW E

Evolutionary dynamics of time-resolved social interactions

(2014) Alessio Cardillo et al.   PHYSICAL REVIEW E

Temporal percolation in activity-driven networks

(2014) Michele Starnini et al.   PHYSICAL REVIEW E

Effects of temporal correlations on cascades: Threshold models on temporal networks

(2014) Ville-Pekka Backlund et al.   PHYSICAL REVIEW E

Controlling Contagion Processes in Activity Driven Networks

(2014) Suyu Liu et al.   PHYSICAL REVIEW LETTERS

The structure and dynamics of multilayer networks

(2014) S. Boccaletti et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Detecting the Community Structure and Activity Patterns of Temporal Networks: A Non-Negative Tensor Factorization Approach

(2014) Laetitia Gauvin et al.   PLoS One

Do the Rich Get Richer? An Empirical Analysis of the Bitcoin Transaction Network

(2014) Dániel Kondor et al.   PLoS One

Measuring Large-Scale Social Networks with High Resolution

(2014) Arkadiusz Stopczynski et al.   PLoS One

Structural Controllability and Controlling Centrality of Temporal Networks

(2014) Yujian Pan et al.   PLoS One

DyCoNet: A Gephi Plugin for Community Detection in Dynamic Complex Networks

(2014) Julie Kauffman et al.   PLoS One

Extraction of Temporal Networks from Term Co-Occurrences in Online Textual Sources

(2014) Marko Popović et al.   PLoS One

Analyzing Temporal Networks in Social Media

(2014) Petter Holme   PROCEEDINGS OF THE IEEE

A dynamical systems view of network centrality

(2014) P. Grindrod et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Temporal evolution of contacts and communities in networks of face-to-face human interactions

(2014) Mark Kibanov et al.   Science China-Information Sciences

Core-Periphery Structure in Networks

(2014) M. Puck Rombach et al.   SIAM JOURNAL ON APPLIED MATHEMATICS

Memory in network flows and its effects on spreading dynamics and community detection

(2014) Martin Rosvall et al.   Nature Communications

Causality-driven slow-down and speed-up of diffusion in non-Markovian temporal networks

(2014) Ingo Scholtes et al.   Nature Communications

Time varying networks and the weakness of strong ties

(2014) Márton Karsai et al.   Scientific Reports

Birth and death of links control disease spreading in empirical contact networks

(2014) Petter Holme et al.   Scientific Reports

Origin and Structure of Dynamic Cooperative Networks

(2014) Lucas Wardil et al.   Scientific Reports

Fast filtering and animation of large dynamic networks

(2014) Przemyslaw A Grabowicz et al.   EPJ Data Science

An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices

(2013) Anna Machens et al.   BMC INFECTIOUS DISEASES

Temporal dynamics and impact of event interactions in cyber-social populations

(2013) Yi-Qing Zhang et al.   CHAOS

Burstiness and spreading on temporal networks

(2013) Renaud Lambiotte et al.   EUROPEAN PHYSICAL JOURNAL B

Empirical temporal networks of face-to-face human interactions

(2013) A. Barrat et al.   European Physical Journal-Special Topics

An Evolutionary Multiobjective Approach for Community Discovery in Dynamic Networks

(2013) Francesco Folino et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Dispersal of antibiotic-resistant high-risk clones by hospital networks: changing the patient direction can make all the difference

(2013) T. Donker et al.   JOURNAL OF HOSPITAL INFECTION

A separable model for dynamic networks

(2013) Pavel N. Krivitsky et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Immunization strategies for epidemic processes in time-varying contact networks

(2013) Michele Starnini et al.   JOURNAL OF THEORETICAL BIOLOGY

Network opportunity

(2013) Michele Catanzaro et al.   Nature Physics

Threshold model of cascades in empirical temporal networks

(2013) Fariba Karimi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Topological properties of a time-integrated activity-driven network

(2013) Michele Starnini et al.   PHYSICAL REVIEW E

Flow motifs reveal limitations of the static framework to represent human interactions

(2013) Luis E. C. Rocha et al.   PHYSICAL REVIEW E

Mutual selection in time-varying networks

(2013) K. Hoppe et al.   PHYSICAL REVIEW E

Communicability in temporal networks

(2013) Ernesto Estrada   PHYSICAL REVIEW E

Contagion dynamics in time-varying metapopulation networks

(2013) Su-Yu Liu et al.   PHYSICAL REVIEW E

Modeling Temporal Networks Using Random Itineraries

(2013) Alain Barrat et al.   PHYSICAL REVIEW LETTERS

Modeling Human Dynamics of Face-to-Face Interaction Networks

(2013) Michele Starnini et al.   PHYSICAL REVIEW LETTERS

Unfolding Accessibility Provides a Macroscopic Approach to Temporal Networks

(2013) Hartmut H. K. Lentz et al.   PHYSICAL REVIEW LETTERS

Temporal Networks: Slowing Down Diffusion by Long Lasting Interactions

(2013) Naoki Masuda et al.   PHYSICAL REVIEW LETTERS

Betweenness Preference: Quantifying Correlations in the Topological Dynamics of Temporal Networks

(2013) René Pfitzner et al.   PHYSICAL REVIEW LETTERS

On the Robustness of In- and Out-Components in a Temporal Network

(2013) Mario Konschake et al.   PLoS One

Bursty Communication Patterns Facilitate Spreading in a Threshold-Based Epidemic Dynamics

(2013) Taro Takaguchi et al.   PLoS One

Estimating Potential Infection Transmission Routes in Hospital Wards Using Wearable Proximity Sensors

(2013) Philippe Vanhems et al.   PLoS One

Strong Impact of Temporal Resolution on the Structure of an Ecological Network

(2013) Claus Rasmussen et al.   PLoS One

Excitable human dynamics driven by extrinsic events in massive communities

(2013) J. Mathiesen et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Temporal motifs reveal homophily, gender-specific patterns, and group talk in call sequences

(2013) L. Kovanen et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Calling patterns in human communication dynamics

(2013) Z.-Q. Jiang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Understanding metropolitan patterns of daily encounters

(2013) Lijun Sun et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Structural and Functional Brain Networks: From Connections to Cognition

(2013) H.-J. Park et al.   SCIENCE

Adaptation and learning of molecular networks as a description of cancer development at the systems-level: Potential use in anti-cancer therapies

(2013) Dávid M. Gyurkó et al.   SEMINARS IN CANCER BIOLOGY

A Matrix Iteration for Dynamic Network Summaries

(2013) Peter Grindrod et al.   SIAM REVIEW

Information diffusion in online social networks

(2013) Adrien Guille et al.   SIGMOD RECORD

Networks in Cognitive Science

(2013) Andrea Baronchelli et al.   TRENDS IN COGNITIVE SCIENCES

Limited communication capacity unveils strategies for human interaction

(2013) Giovanna Miritello et al.   Scientific Reports

Quantifying the effect of temporal resolution on time-varying networks

(2013) Bruno Ribeiro et al.   Scientific Reports

Activity clocks: spreading dynamics on temporal networks of human contact

(2013) Laetitia Gauvin et al.   Scientific Reports

Bursts of Vertex Activation and Epidemics in Evolving Networks

(2013) Luis E. C. Rocha et al.   PLoS Computational Biology

Task-Based Core-Periphery Organization of Human Brain Dynamics

(2013) Danielle S. Bassett et al.   PLoS Computational Biology

Epidemiologically Optimal Static Networks from Temporal Network Data

(2013) Petter Holme   PLoS Computational Biology

Community Vitality in Dynamic Temporal Networks

(2013) Fu Cai et al.   International Journal of Distributed Sensor Networks

Components in time-varying graphs

(2012) Vincenzo Nicosia et al.   CHAOS

Towards a temporal network analysis of interactive WiFi users

(2012) Yan Zhang et al.   EPL

A model for dynamic communicators

(2012) ALEXANDER V. MANTZARIS et al.   EUROPEAN JOURNAL OF APPLIED MATHEMATICS

Using Sensor Networks to Study the Effect of Peripatetic Healthcare Workers on the Spread of Hospital-Associated Infections

(2012) T. Hornbeck et al.   JOURNAL OF INFECTIOUS DISEASES

Multiscale analysis of spreading in a large communication network

(2012) Mikko Kivelä et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Inferring social network structure in ecological systems from spatio-temporal data streams

(2012) I. Psorakis et al.   Journal of the Royal Society Interface

Importance of individual events in temporal networks

(2012) Taro Takaguchi et al.   NEW JOURNAL OF PHYSICS

Circadian pattern and burstiness in mobile phone communication

(2012) Hang-Hyun Jo et al.   NEW JOURNAL OF PHYSICS

Error and attack vulnerability of temporal networks

(2012) S. Trajanovski et al.   PHYSICAL REVIEW E

Phase-shift inversion in oscillator systems with periodically switching couplings

(2012) Sang Hoon Lee et al.   PHYSICAL REVIEW E

Generalized master equations for non-Poisson dynamics on networks

(2012) Till Hoffmann et al.   PHYSICAL REVIEW E

Temporal node centrality in complex networks

(2012) Hyoungshick Kim et al.   PHYSICAL REVIEW E

Random walks on temporal networks

(2012) Michele Starnini et al.   PHYSICAL REVIEW E

Random Walks and Search in Time-Varying Networks

(2012) Nicola Perra et al.   PHYSICAL REVIEW LETTERS

Temporal networks

(2012) Petter Holme et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Exploiting Temporal Network Structures of Human Interaction to Effectively Immunize Populations

(2012) Sungmin Lee et al.   PLoS One

A Characterization of Internet Dating Network Structures among Nordic Men Who Have Sex with Men

(2012) Antonella Villani et al.   PLoS One

Correlated Dynamics in Egocentric Communication Networks

(2012) Márton Karsai et al.   PLoS One

On the exploration of time-varying networks

(2012) Paola Flocchini et al.   THEORETICAL COMPUTER SCIENCE

Temporal dynamics and network analysis

(2012) Benjamin Blonder et al.   Methods in Ecology and Evolution

Universal features of correlated bursty behaviour

(2012) Márton Karsai et al.   Scientific Reports

A network-based dynamical ranking system for competitive sports

(2012) Shun Motegi et al.   Scientific Reports

Differential network entropy reveals cancer system hallmarks

(2012) James West et al.   Scientific Reports

Characterisation of Clostridium difficile Hospital Ward–Based Transmission Using Extensive Epidemiological Data and Molecular Typing

(2012) A. Sarah Walker et al.   PLOS MEDICINE

Effects of time window size and placement on the structure of an aggregated communication network

(2012) Gautier Krings et al.   EPJ Data Science

Aggression, grooming and group-level cooperation in white-faced capuchins (Cebus capucinus): insights from social networks

(2011) Margaret C. Crofoot et al.   AMERICAN JOURNAL OF PRIMATOLOGY

Centrality prediction in dynamic human contact networks

(2011) Hyoungshick Kim et al.   Computer Networks

Detecting hidden spatial and spatio-temporal structures in glasses and complex physical systems by multiresolution network clustering

(2011) P. Ronhovde et al.   EUROPEAN PHYSICAL JOURNAL E

Evaluating Temporal Robustness of Mobile Networks

(2011) Salvatore Scellato et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Controllability of complex networks

(2011) Yang-Yu Liu et al.   NATURE

Path lengths, correlations, and centrality in temporal networks

(2011) Raj Kumar Pan et al.   PHYSICAL REVIEW E

Dynamical strength of social ties in information spreading

(2011) Giovanna Miritello et al.   PHYSICAL REVIEW E

Spreading dynamics following bursty human activity patterns

(2011) Byungjoon Min et al.   PHYSICAL REVIEW E

Communicability across evolving networks

(2011) Peter Grindrod et al.   PHYSICAL REVIEW E

Small but slow world: How network topology and burstiness slow down spreading

(2011) M. Karsai et al.   PHYSICAL REVIEW E

Dynamical Patterns of Cattle Trade Movements

(2011) Paolo Bajardi et al.   PLoS One

High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School

(2011) Juliette Stehlé et al.   PLoS One

Temporal Link Prediction Using Matrix and Tensor Factorizations

(2011) Daniel M. Dunlavy et al.   ACM Transactions on Knowledge Discovery from Data

Simulated Epidemics in an Empirical Spatiotemporal Network of 50,185 Sexual Contacts

(2011) Luis E. C. Rocha et al.   PLoS Computational Biology

The complex network of global cargo ship movements

(2010) P. Kaluza et al.   Journal of the Royal Society Interface

What's in a crowd? Analysis of face-to-face behavioral networks

(2010) Lorenzo Isella et al.   JOURNAL OF THEORETICAL BIOLOGY

Link prediction in complex networks: A survey

(2010) Linyuan Lü et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Mapping Change in Large Networks

(2010) Martin Rosvall et al.   PLoS One

Information dynamics shape the sexual networks of Internet-mediated prostitution

(2010) L. E. C. Rocha et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A high-resolution human contact network for infectious disease transmission

(2010) M. Salathe et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Stability of graph communities across time scales

(2010) J.- C. Delvenne et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Community Structure in Time-Dependent, Multiscale, and Multiplex Networks

(2010) P. J. Mucha et al.   SCIENCE

Patient Referral Patterns and the Spread of Hospital-Acquired Infections through National Health Care Networks

(2010) Tjibbe Donker et al.   PLoS Computational Biology

Dynamic modularity in protein interaction networks predicts breast cancer outcome

(2009) Ian W Taylor et al.   NATURE BIOTECHNOLOGY

Random graph models for directed acyclic networks

(2009) Brian Karrer et al.   PHYSICAL REVIEW E

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Temporal Variability and Social Heterogeneity in Disease Transmission: The Case of SARS in Hong Kong

(2009) Anne Cori et al.   PLoS Computational Biology

Burstiness and memory in complex systems

(2008) K.-I. Goh et al.   EPL

Connectivity change in habitat networks

(2008) Timothy C. Matisziw et al.   LANDSCAPE ECOLOGY

STRING 8--a global view on proteins and their functional interactions in 630 organisms

(2008) L. J. Jensen et al.   NUCLEIC ACIDS RESEARCH

Representing the UK's cattle herd as static and dynamic networks

(2008) M. C Vernon et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Adaptive coevolutionary networks: a review

(2007) T. Gross et al.   Journal of the Royal Society Interface