Program of the Conference

The program is in Madrid time zone (CET)

Conference Schedule

The detailed program of the conference is also available at Easychair Smart Program.

Day 1 - Morning - Tue, 30 Nov

Tuesday, November 30th

8:00-8:45 Registration

 

8:45-9:00 Session Opening Conference: Rosa M. Benito - Hocine Cherifi - Esteban Moro

 

9:00-9:40 Session Speaker S1: Marc Barthélémy - Challenges in Spatial Networks

 

9:00

 

Challenges in Spatial Networks

9:40-10:40  Session Lightning L1: Biological Networks - Information Spreading in Social Media

 

9:40

 

Complex network analysis of fruit fly connectome: fractal and entropy/complexity approach
9:45

 

Network science environment predicts transition towards complexity in prebiotic astrochemistry
9:50

 

Supervised Gene Function Prediction using Spectral Clustering on Gene Co-expression Networks
9:55

 

Vaccine-critic discourse on French-speaking Twitter and its outreach
10:00

 

Dynamics of Online Hate and Misinformation
10:05

 

Structure and evolution of the UK far-right Telegram network
10:10

 

Exploring Bias and Information Bubbles in YouTube’s Video Recommendation Networks
10:15

 

Characterising different communities of Twitter users: Migrants and natives
10:20

 

Third party stabilization of unstable coordination in systems of coupled oscillators
10:25

 

A network neuroscience approach to understanding Developmental Topographical Disorientation
10:40-11:20Coffee Break

10:40-11:20 Session Poster P1A: [1-11] Machine Learning & Networks

 

10:40

 

Online Updates of Knowledge Graph Embedding
10:40

 

Anomaly Detection for CyberSecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks
10:40

 

Link predictability classes in complex networks
10:40

 

Vertex entropy based link prediction in unweighted and weighted complex networks
10:40

 

Multiple Role Discovery in Complex Networks
10:40

 

Graph Summarization with Latent Variable Probabilistic Models
10:40

 

Image Keypoint Matching using Graph Neural Networks
10:40

 

Relations between Entropy and Accuracy trends in Complex Artificial Neural Networks
10:40

 

Extracting semantic information from dynamic graphs of geometric data
10:40

 

Graph-based Retrieval for Claim Verification over Cross-Document Evidence
10:40

 

Supervised link weight prediction using node metadata

10:40-11:20 Session Poster P1B: [12-17] Earth Science Applications

 

10:40

 

Local Hurst for agri-food time series analysis
10:40

 

Complex Networks Analysis of Solar Magnetograms along the 23rd Solar Cycle
10:40

 

The New Abnormal: Identifying and Ranking Anomalies in the Land Trade Market
10:40

 

Analyzing the physical dependence of scale-free critical exponent in seismic complex networkS
10:40

 

Assigning Degree of Irreversibility to Light Curves from Blazars through the Horizontal Visibility Graph Method
10:40

 

A complex network analysis of solar magnetic activity via visibility graph

10:40-11:20 Session Poster P1C: [18-20] Controlling Networks

 

10:40

 

Topologic implications in information routing in Caenorhabditis elegans
10:40

 

Synchronization of complex networks subject to impulses with average characteristics
10:40

 

Deep Reinforcement Learning for FlipIt Security Game

11:20-12:50 Session Oral 1A: Diffusion & Epidemics

 

11:20

Hendrik Nunner, Prof. Arnout van de Rijt and Vincent Buskens

Prioritizing high-contact professions raises effectiveness of vaccination campaigns
11:35

Adriana Reyna Lara, David Soriano Paños and and Jesus Gomez-Gardenes

Reactive control policies to epidemic outbreaks in complex metapopulations
11:50

Quantifying the interplay between urban mobility and epidemic spreading in real cities
11:50

A general diffusion model and its influence maximisation on networks
12:20

 

Simplicial models for higher order interactions in complex networks
12:35

11:20-12:50 Session Oral O1B: Networks Analysis

 

11:20

Lorenzo Giambagli, Lorenzo Chicchi, Lorenzo Buffoni, Enrico Civitelli and Duccio Fanelli

Spectral Pruning of Fully Connected Layers: Ranking the Nodes Based on the Eigenvalues
11:35

The first-mover advantage explains gender disparities in Physics citations
11:50

Characterization of the digital knowledge ecosystem of Wikipedia
12:05

Analyzing Escalations in Militarized Interstate Disputes using Motifs in Temporal Networks
12:20

Effect of Peer Influence and Looting Concerns on Evacuation Behavior During Natural Disasters
12:35

Your Tribe Decides Your Vibe: Analyzing Local Popularity in the US Patent Citation Network

11:20-12:50  Session Oral O1C: Networks in Finance & Economics

 

11:20

Shaping and Predicting the Urban Labor Markets

 

11:35

Economic recovery with unified price and quantity dynamics on input-output networks

 

11:50

Towards a theory of out-of-equilibrium network economies

 

12:05

Inferring supply networks from mobile phone data to estimate economic systemic risk

 

12:20

Networks resilience under shocks propagation conditions

 

12:35

Abhijit Chakraborty, Tobias Reisch, Christian Diem and Stefan Thurner

How does systemic risk spread globally across supply chain network?
12:50-14:15Lunch Break

Day 1 - Afternoon - Tue, 30 Nov

14:15-16:15 Session Oral O2A: Network Models & Motifs
14:15

Iulia Martina Bulai and Sandra Saliani

Graph signal processing and wavelet packets
14:30

Eigenvalues of random signed graphs with cycles: A graph-centered view of the method of moments with practical applications
14:45

Entropy metrics for graph signals
15:00

Efficient enumeration of multilayer subnetworks
15:00

wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction
15:30

 

Propagation on Multi-relational Graphs for Node Regression
15:45

Motif-Role Extraction in Uncertain Graph Based on Efficient Ensembles
16:00

 

Experiments on F-restricted bi-pattern mining

14:15-16:15 Session Oral O2B: Human Behavior

14:15

 

The impact of link recommendation algorithms in polarization and consensus dynamics
14:30

 

Emergence of complex socioeconomic networks driven by individual and collective interests
14:45

 

The impact of social contact networks on innovation and creation of new ideas
15:00

 

Equilibrium selection in coordination games
15:15

 

Success at high peaks: a multiscale approach combining individual and expedition-wide factors
15:30

 

Effects of population structure on the evolution of linguistic convention
15:45

 

Multiscale opinion dynamics on real networks
16:00

 

An Adaptive Mental Network Model for Reactions to Social Pain

14:15-16:15 Session Oral O2C: Network Analysis & Measures

14:15

 

Recommender systems increase exposure diversity. Or do they? A complex networks approach
14:30

 

Attributed Graphettes-based Preterm Infants Motion Analysis
14:45

 

A Fair-Cost Analysis of Random Neighbor Sampling Methods
15:00

 

Classification of Dispersed Patterns of Radio-Graphic Images with COVID-19 by Core-Periphery Network Modeling
15:15

 

Small number of communities in Twitter keyword networks
15:30

 

Finding Cross-Border Collaborative Centres in Biopharma Patent Networks: A Clustering Comparison Approach Based on Adjusted Mutual Information
15:45

 

Realistic Commodity Flow Networks to Assess Vulnerability of Food Systems
16:00

 

Directed Random Graph Models and their Associated Laplacians
16:15-16:55Coffee Break

16:15-16:55 Session Poster P2A: [1-11] Network Analysis & Measures

16:15

 

Analysis of radiographic images of patients with COVID-19 using fractal dimension and complex network-based high-level classification
16:15

 

Dynamical influence driven space system design
16:15

 

Professional Judgments of Principled Network Expansions
16:15

 

Navigating Multidisciplinary Research Using Field of Study Networks
16:15

 

Public Procurement Fraud Detection: A review using Network Analysis
16:15

 

Evolution of the world stage of global science from a scientific city network perspective
16:15

 

London’s Creative and Cultural Ecosystem as Multiplex Network: Differences and Connections Among Commercial, Not-For-Profit and Fringe Theatres
16:15

 

From on-site to online teaching: Analysis of Temporal Social Networks in Higher Education
16:15

 

The Technology Space Conditions the Digital Development of Nations
16:15

 

Measuring Law Over Time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
16:15

 

Parametric sensitivity in Graph Neural Network for Urban Cluster Detection, a case study

16:15-16:55 Session Poster P2B: [12-18] Network Medicine

16:15

 

Drug repositioning using multiplex-heterogeneous network embedding: a case study on SARS-CoV2
16:15

 

Network structure of depressive symptoms among adults with and without cerebral small vessel disease living in precarious housing or homelessness
16:15

 

Causal Network Meta-analysis: empirical evidence of biobehavioral influence in cancer progression
16:15

 

Simulating diffusion of Amyloid-β through Gated Recurrent Units (GRU) and Graph Convolutional Neural Networks (GCN)
16:15

 

Alzheimer’s disease classification using Node-centric and Edge-centric Graph Convolution Neural Networks
16:15

 

Choosing a method for constructing task-modulated functional connectivity matrices for network analysis
16:15

 

Networking Brain Networks: Federated Harmonization of Neuroimaging Data

16:15-16:55 Session Poster P2C: [19-22] Networks in Finance & Economics

16:15

 

The role of smart contracts in the transaction networks of four key DeFi-collateral Ethereum-based tokens
16:15

 

Ethnic Network in the U.S. International Trade
16:15

 

Evolution of cohesion between USA financial sector companies: complex networks approach
16:15

 

Uncovering the Structure of Influence in Global Ownership Network

16:55-17:35 Session Speaker S2: Yizhou Sun - Graph-based Neural ODEs for Learning Dynamical Systems

16:55

 

Graph-based Neural ODEs for Learning Dynamical Systems

17:35-19:35 Session Oral O3A: Dynamics on/of Networks

17:35

 

Overcoming the complexity barrier of the dynamic cavity method in scale-free networks
17:50

 

The distribution of first return times \\ of random walks on random regular graphs
18:05

 

The distribution of cover times of random walks on random regular graphs
18:20

 

Topology controls the emergent dynamics in nonlinear flow networks
18:35

 

From mean-field to complex topologies: network effects on the algorithmic bias model
18:50

 

Hypergraph dynamics: assortativity and the expansion eigenvalue
19:05

 

Sensing enhancement on complex networks
19:20

 

Cascading Failures and the Robustness of Cooperation in a Unified Scale-Free Network Model

17:35-19:35 Session Oral O3B: Structural Network Measures

17:35

 

The distance backbone of complex networks
17:50

 

A network approach to identification of individual traits in animal groups
18:05

 

Correlation lag times provide a reliable early-warning indication of approaching bifurcations in regular networks of interacting nodes modelling spatially extended systems
18:20

 

Method to detect opinion leaders in a political Twitter conversation
18:35

 

Mining new information from high spectral gap networks
18:50

 

Locality of centrality measures on networks
19:05

 

Unveiling the higher-order structure of multivariate time series
19:20

 

Weighted network motifs as random walk patterns

17:35-19:35 Session Oral O3C: Network Embedding

17:35

 

Simple negative sampling for link prediction in knowledge graphs
17:50

 

Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task
18:05

 

SSSNET: Semi-Supervised Signed Network Clustering
18:20

 

A Multi-purposed Unsupervised Framework for Comparing Embeddings of Graphs
18:35

 

Vaccine skepticism detection by network embedding
18:50

 

Joint Use of Node Attributes and Proximity for Node Classification
19:05

 

High-Speed and Noise-Robust Embedding of Hypergraphs Based on Double-Centered Incidence Matrix
19:20

 

What is Learned in Knowledge Graph Embeddings?

Day 2 - Morning - Wed, 1 Dec

Wednesday, December 1st

8:30-9:00 Registration

 

9:00-9:40 Session Speaker S3: João Gama - Mining Evolving Large-Scale Networks

 

9:00

 

Mining Evolving Large-Scale Networks

9:40-10:40 Session Lightning L2: Networks in Finance & Economics - Dynamics on/of Networks

 

9:40

 

Mean-field approach to a glassy slow dynamics in an indirect reciprocity model on networks
9:45

 

Empirical social triad statistics can be explained with dyadic homophylic interactions
9:45

 

Community Evolution with Ensemble Louvain
9:55

 

Ergodic sets in directed networks: a structural approach
10:00

 

Anomalous transport on weighted complex networks
10:05

 

Reinforcement Learning for credit strategies in the interbank network
10:10

 

Economic Interplay Forecasting Business Success
10:15

 

Digital complexity of occupations - developing an indicator based on workplace skills
10:20

 

Cryptoasset Networks: Flows and Regular Players in Bitcoin and XRP
10:25

 

Inequality in the menu: How a network of restaurants characterizes social disparities in Boston
10:40-11:20Coffee Break

10:40-11:20 Session Poster P3A: [1-12] Diffusion & Epidemics

 

10:40

 

Modeling the Spread of COVID-19 Over Varied Contact Networks
10:40

 

Influence maximization in complex networks through supervised machine learning
10:40

 

A Framework for Simulating Multiple Contagions Over Multiple Networks
10:40

 

Finding Influential Nodes in Complex Networks Using Nearest Neighbourhood Trust Value
10:40

 

Hypergraph Laplacians in Diffusion Framework
10:40

 

Covid-19 superspreading: lessons from simulations on an empirical contact network
10:40

 

The effects of the mood of a social network in an epidemic spread
10:40

 

Measuring the toplogical impact on networked epidemic diffusion
10:40

 

Impacts of detection and contact tracing on epidemic spread on temporal networks
10:40

 

Social Distancing Behavior and Oscillatory Prevalence in an Epidemic Model on Evolving Random Geometric Graphs
10:40

 

Assessing the effectiveness and robustness of vaccinationstrategies for disease control
10:40

 

A Measure of Temporal Cyclicity in Networks

10:40-11:20 Session Poster P3B: [13-19] Biological Networks

 

10:40

 

Complex Networks reveal biological functions of START domains in rice: Insights from Computational Systems Biology
10:40

 

Analysis of the SLO Bay Microbiome from a Network Perspective
10:40

 

Can dynamic functional connectivity be used to distinguish between resting-state and motor imagery in EEG-BCIs?
10:40

 

Fine scale prediction of ecological community composition using a two-step sequential machine learning ensemble
10:40

 

Hybridising organic chemistry and synthetic biology reaction networks for retrosynthetic optimisation
10:40

 

A systematic evaluation of the impact of environmental exposures on the human interactome network
10:40

 

Emergence of Stable Functional Cliques in Developing Neural Networks

10:40-11:20 Session Poster P3C: [20-22] Motifs

 

10:40

 

Analysing Ego-Networks via Typed-Edge Graphlets: A case study of Chronic Pain Patients
10:40

 

A logical approach for temporal and multiplex networks analysis
10:40

 

ETMM: Egocentric temporal motifs miner

11:20-12:50 Session Oral O4A: Information Spreading in Social Media

 

11:20

 

An Ecological Approach to Structural Flexibility in Online Communication Systems
11:35

 

Maximum entropy networks applied on Twitter disinformation datasets
11:50

 

Indirect causal influence of a single bot on opinion dynamics through a simple recommendation algorithm
12:05

 

Modelling the effects of self-learning and social influence on the diversity of knowledge
12:20

 

On Minimum Spanning Trees and the Inference of Message Cascades
12:35

 

Bubble effect induced by recommendation systems in a simple social media model

11:20-12:50 Session Oral O4B: Networks in Finance & Economics

 

11:20

 

Marginalisation and Misperception: Perceiving Gender and Racial Wage Gaps in Ego Networks
11:35

 

The COVID-19 Pandemic and Export Disruptions in the United States
11:50

 

Default Prediction using Network based Features
12:05

 

Asymmetric diffusion in a complex network: The presence of women on boards
12:20

 

A networked global economy: the role of social capital in economic growth
12:35

 

Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies

11:20-12:50 Session Oral O4C: Temporal Networks

 

11:20

 

Non-Markovian temporal networks with auto- and cross-correlated link dynamics
11:35

 

Consensus dynamics on temporal hypergraphs
11:50

 

Maximum-entropy temporal networks: disentangling the role of static and dynamic node heterogeneity
12:05

 

Estimating the temporal dynamics of densification in human contact networks
12:20

 

Convergence properties of optimal transport-based temporal networks
12:35

 

A Hybrid Adjacency and Time-Based Data Structure for Analysis of Temporal Networks
12:50-14:15Lunch Break

Day 2 - Afternoon - Wed, 1 Dec

14:15-16:15  Session Oral O5A: Structural Network Measures

 

14:15

 

PageRank computation for Higher-Order Networks
14:30

 

Fellow Travelers Phenomenon present in Real-World Networks
14:45

 

The Frechet Mean of Inhomogeneous Random Graphs
15:00

 

An extension of the bag-of-paths model introducing a Poisson distribution on path lengths
15:15

 

Learning Centrality by Learning to Route
15:30

 

On the exponential ranking and its linear counterpart
15:45

 

FPPR: Fast Pessimistic PageRank for Dynamic Directed Graphs
16:00

 

Analyzing Community-aware Centrality Measures Using The Linear Threshold Model

14:15-16:15 Session Oral O5B: Diffusion & Epidemics

 

14:15

 

Digital proximity tracing on empirical contact networks for pandemic control
14:30

 

Modelling virus spreading in ride-pooling networks
14:45

 

Protest-driven epidemics during the COVID-19 pandemic
15:00

 

Norm violation versus punishment risk in a social model of corruption
15:15

 

Inference of historical influence networks
15:30

 

Benchmarking Optimal Control for Network Dynamic Systems with Plausible Epidemic Models
15:45

 

Scientific Collaboration Networks and Knowledge Diffusion under the COVID19
16:00

 

Reducing temporal density reduces total infection rate

14:15-16:15 Session Oral O5C: Resilience, Synchronization & Control

 

14:15

 

Dynamics of two-layer networks of FitzHugh-Nagumo oscillators with bidirectional and unidirectional couplings
14:30

 

Anti-phase inter-layer synchronization of wave structures in a multiplex network of oscillators
14:45

 

Topological synchronization: abrupt transition and rhythmic phase
15:00

 

How complex is to be a hub? Dynamical complexity as a proxy for the network degree distribution
15:15

 

Inter-layer adaptation: A new route for Explosive synchronization in multilayer networks
15:30

 

Recovery of oscillations from amplitude death state in a network of coupled slow-fast systems
15:45

 

Sandpile cascades on oscillator network
16:00

 

Inferring the connectivity of coupled chaotic oscillators using data assimilation
16:15-16:55Coffee Break

16:15-16:55 Session Poster P4A: [1-9] Information Spreading in Social Media

 

16:15

 

Capturing the Spread of Hate on Twitter using Spreading Activation Models
16:15

 

Activator-Inhibitor Model for Describing Interactions between Fake News and its Corrected Information
16:15

 

Love and hate during political campaigns in social networks
16:15

 

Homophily - A Driving Factor for Hate Speech on Twitter
16:15

 

How the Far-Right Polarises Twitter: 'Hashjacking' as a Disinformation Strategy in Times of COVID-19
16:15

 

Models of Influence Spreading on Social Networks
16:15

 

A network perspective on QAnon movement during COVID-19 infodemic
16:15

 

Hawkes process marked with topic and its application to Twitter data analysis
16:15

 

The complexity of the Twitter conversation on climate change

16:15-16:55 Session Poster P4B: [10-15] Dynamics on/of Networks

 

16:15

 

Towards control of opinion diversity by introducing zealots into a polarised social group
16:15

 

Bosonic Random Walk Neural Networks for Graph Learning
16:15

 

Directed hypergraphs and dynamical systems
16:15

 

Finding Colorful Paths in Temporal Graphs
16:15

 

Quantitative Evaluation of Snapshot Graphs for the Analysis of Temporal Networks
16:15

 

VLT-LUT: modeling the very long term evolution of the city in 300 years

16:15-16:55 Session Poster P4C: [16-20] Structural Network Measures

 

16:15

 

Difficulty Metrics for Subgraph Isomorphism
16:15

 

Detection of Dynamics and kinetic changes in a musical audio using Visibility Graphs and Modularity
16:15

 

Statistically Validated Networks for evaluating coherence in topic models
16:15

 

Adding semantic to level-up graph-based Android malware detection
16:15

 

On resilience in complex networks

16:55-17:35 Session Speaker S4: Alessandro Vespignani - Computational Epidemiology at the time of COVID-19

 

16:55

 

Computational Epidemiology at the time of COVID-19

17:35-19:50 Session Oral O6A: Network Models

 

17:35

 

Towards Building a Digital Twin of Complex System using Causal Modelling
17:50

 

Morphogenesis of spatial networks through way analysis
18:05

 

Dynamical universality in contracting networks
18:20

 

'Stealing fire' or ‘stacking knowledge' to model link prediction in complex networks
18:35

 

On the use of Null Models to Assess Statistical Significance in Bipartite Networks
18:50

 

A Leading Author Model for the Popularity Effect on Scientific Collaboration
19:05

 

Limitations of Chung Lu Random Graph Generation
19:20

 

Surprising Behavior of the Average Degree for a Node's Neighbors in Growth Networks
19:35

 

Score-Driven Exponential Random Graphs: A New Class of Time-Varying Parameter Models for Dynamical Networks

17:35-19:35 Session Oral O6B: Human Behavior

 

17:35<

 

Complex networks to detect discriminations in a historical process: the case of post-WW2 purges
17:50

 

When Does it Pay-Off to Learn Something New? Revealing the Complementary Value of Digital Skills
18:05

 

Markov Modulated Process to model human mobility
18:20

 

Impact of Monetary Rewards on Users’ Behavior in Social Media
18:35

 

Quoting is not Citing: Disentangling Affiliation and Interaction on Twitter
18:50

 

Communication Now and Then: Analyzing the Republic of Letters as a Communication Network
19:05

 

Two Learning Approaches for Abstraction and Reasoning
19:20

 

Data-Driven Modeling of Evacuation Decision-Making in Extreme Weather Events

17:35-19:35 Session Oral O6C: Biological Networks

 

17:35

 

The effective graph: a weighted graph that captures nonlinear logical redundancy in biochemical systems
17:50

 

The orthoBackbone: an evolutionarily-conserved backbone of genetic networks
18:05

 

Percolation on the gene regulatory network
18:20

 

CUBCO: Prediction of protein complexes based on min-cut network partitioning into biclique spanned subgraphs
18:35

 

From Quantitative SBML Modelsto Boolean Networks
18:50

 

Griffihts phases below hybrid phase transitions
19:05

 

Quantifying Cellular Pluripotency and Pathway Robustness through Forman-Ricci Curvature
19:20

 

Functional and spatial rewiring jointly generate convergent-divergent units in self-organizing networks

Day 3 - Morning - Thurs, 2 Dec

Thursday, December 2nd

8:30-9:00 Registration

 

09:00-09:40 Session Speaker S5: Dirk Helbing - How Networks Can Change Everything for Better or for Worse

 

14:45

 

How Networks Can Change Everything for Better or for Worse

09:40-10:40  Session Lightning L3: Networks Analysis & Measures - Diffusion & Epidemics

 

9:40

 

Churn prediction with complex networks in mobile gaming
9:45

 

The effects of personal beliefs in a disease spreading process
9:50

 

Dynamics of Polarization and Coalition Formation in Signed Political Elite Networks
9:55

 

Two-population SIR model and strategies to reduce mortality in pandemics
10:00

 

Lumping Reductions for Multispread in Multi-Layer Networks
10:05

 

Graph Node Embedding with Co-contrastive Learning for Heterogeneous Attributed Multilayer Networks
10:10

 

Empirical Analysis of Acknowledgment Network and Citations
10:15

 

Optimal strategies for targeted attacks to the network of Cosa Nostra affiliates
10:20

 

Towards a Better Understanding of the Characteristics of Fractal Networks
10:25

 

Curved Markov Chain Monte Carlo for Network Learning
10:40-11:15Coffee Break

10:40-11:15  Session Poster P5A: [1-9] Human Behavior

 

10:40

 

Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games
10:40

 

Coherence Phase Transitions in Networked Communication Dynamics
10:40

 

Nervousness propagation within a virtual crowd
10:40

 

A meta-population network on geographical maps to simulate population behaviors during a catastrophic event
10:40

 

ProPac model: opinion-action dynamics over online social networks
10:40

 

Ordering dynamics in multi-state voter models
10:40

 

A bounded confidence model of emotionally aroused integrate and fire oscillators
10:40

 

Segregation and universality classes in a Schelling model
10:40

 

Detecting opinion-based groups and polarisation on survey data

10:40-11:15  Session Poster P5B: [10-17] Networks Models

 

10:40

 

Perturbation-Based Analysis: an integrative dynamical formalism for graphs to the rescue of weighted networks
10:40

 

Sandpiles in Networks with Variable Topology
10:40

 

Distributed Graph Generation Using Degree Correlations
10:40

 

Homophilic features of social networks from communication data
10:40

 

Population Dynamics and its Instability in a Hawk-Dove Game on the Network
10:40

 

Context-Sensitive Mental Model Aggregation in a Second-Order Adaptive Network Model for Organisational Learning
10:40

 

Factoring Small World Networks
10:40

 

Constructing Weighted Networks of Earthquakes with Multiple-Parent Nodes Based on Correlation-Metric

10:40-11:15 Session Poster P5C: [18-21] Community Structure

 

10:40

 

An Extension of K-Means for Least-Squares Community Detection in Feature-Rich Networks
10:40

 

Selecting Informative Features for Post-Hoc Community Explanation
10:40

 

Community detection by resistance distance:automation and benchmark testing
10:40

 

Analysis of the co-authorship sub-networks of Italian academic researchers
13:00-14:15Lunch Break

Day 3 - Afternoon - Thurs, 2 Dec

11:15-13:00  Session Oral O7A: Network Geometry

11:15

A scale-invariant random graph model for network renormalization
11:30

Random Hyperbolic Graphs in d+1 Dimensions
12:00

Cliques in geometric power-law random graphs: a phase transition for the influence of geometry
12:00

A geometry-induced topological phase transition in random graphs
12:15

Variance and covariance of probability distributions on networks
12:30

The Fate of Articulation Points and Bredges in Percolation
12:45

Popularity-similarity optimisation model beyond two dimensions

11:15-13:00 Session Oral O7B: Network Medicine

11:15

Community Detection Analysis in Multilayer COVID-19 Patient Similarity Networks
11:30

Multi population analysis of electronic health records reveal biases in the administration of known drug-drug interactions
11:45

Network-based Analysis of Prescription Opioids Dispensing Using ERGM
12:00

Modeling tumor disease and sepsis by networks of adaptively coupled phase oscillators
12:15

Healthcare Cooperation Network Constructed Using Patient Claims Data in Japan
12:30

Inferred Networks and the Social Determinants of Health
12:30

and  Tobias Friedrich

Drug Repurposing using Link Prediction on Knowledge Graphs with Applications to Non-Volatile Memory

11:15-13:00  Session Oral O7C: Urban Systems & Networks

11:15

A sustainable strategy for Open Streets in (post)pandemic cities
11:30

Supply Chain Complexity of US Cities
11:45

Understanding Imbalance Mechanisms in Shared Mobility Systems
12:15

Network Science-Based Resilience Analysis of Urban Rail Transportation Systems
12:15

Neighborhood Discovery via Network Community Structure
12:30

CityChrone: an interactive platform for transport network analysis and planning in urban systems
12:45

Layered Hodge Decomposition for Urban Transit Networks
13:00-15:15Lunch Break

14:15-15:45 Session Oral O8A: Community Structure

 

14:15

Auto-Information State Aggregations
14:30

Locating clusters in large networks with HyperLogLog counters
14:45

Dynamic Community Detection with Anchors
15:00

CoVerD: Community-based Vertex Defense against Crawling Adversaries
15:15

Spectral Rank Monotonicity on Undirected Networks
15:30

Dissecting graph measure performance for node clustering in LFR parameter space

14:15-15:45 Session Oral O8B: Networks in Finance & Economics

14:15

A NETWORK PERSPECTIVE ON CO-BRANDING CAMPAIGNS: EVIDENCE FROM THE FASHION INDUSTRY
14:30

Reconstructing firm-level interactions: the Dutch input-output network
14:45

The necessity of firm-level modelling of shock spreading in supply chain networks
15:00

Quantifying firm-level economic systemic risk from nation-wide supply networks
15:15

Reconstructing production networksusing machine learning
15:30

An Equity-Oriented Rethink Of Global Rankings With Complex Networks Mapping Development

14:15-15:45 Session Oral O8C: Resilience, Synchronization & Control

14:15

Machine learning dismantling and early-warning signals of disintegration in complex systems
14:30

Improvement of the robustness against attacks in continuously varying degree distributions
14:45

Retrieval of redundant hyperlinks after attack based on hyperbolic geometry of web Complex Networks
15:00

Accelerating Opponent Strategy Inference for Voting Dynamics on Complex Networks
15:15

Need for a realistic measure of attack severity in centrality based node attack strategies
15:30

Mixed Integer Programming and LP Rounding for Opinion Maximization on Directed Acyclic Graphs
15:45-16:20Coffee Break

17:00-18:15 Session Oral O9A: Diffusion & Epidemics

17:00

Hardness Results for Seeding Complex Contagion with Neighborhoods
17:15

Microscopic Markov Chain Approach for Measuring Mobility Driven SARS-CoV-2 Transmission
17:30

Urban hierarchy and spatial diffusion over the innovation life cycle
17:45

Epidemics in a Synthetic Urban Population with Multiple Levels of Mixing
18:00

Story of Two Populations in Epidemics: Is Every Infection Counted?

17:00-18:15 Session Oral O9B: Information Spreading in Social Media

17:00

Against the Democracy: The Power of Coordinator Inauthentic Behavior Pushing Anti-Democratic Narratives on Twitter amidst COVID-19 pandemic
17:15

Hate Speech Detection on Social Media Using Graph Convolutional Networks
17:30

Influencing the Influencers: Evaluating Person-to-Person Influence on Social Networks Using Granger Causality
17:45

Community Deception in Networks: Where We Are and Where We Should Go
18:00

Mitigating the Backfire Effect Using Pacing and Leading

17:00-18:15 Session Oral O9C: Ecological Networks and Food Webs

 

17:00

Dynamical models from microbial communities abundance data
17:15

Forest loss affects the structure of host-parasite networks in the Brazilian Atlantic forest
17:30

The structure and robustness of tripartite ecological networks
17:45

Hybrid structural arrangements mediate stability and feasibility in mutualistic networks
18:00

Ecological Properties of Association Networks of Marine Microbes Abundances