PROGRAM
Days: Monday, September 21st Tuesday, September 22nd Wednesday, September 23rd Thursday, September 24th Friday, September 25th
Monday, September 21st
View this program: with abstractssession overviewtalk overview
15:20-15:35Coffee Break
15:35-16:45 Session 2: Lightning talks 1
| 15:35 | Latest Developments in Graph Representation Learning (abstract) |
| 15:42 | Science knows no country but citations do: the emergence of East and West in contemporary science (abstract) |
| 15:49 | Automation and occupational mobility: A data-driven network model (abstract) |
| 15:56 | Modeling echo chambers and polarization dynamics in social networks (abstract) |
| 16:03 | Using network science to understand student pathways in and through STEM education. (abstract) |
| 16:10 | Inhibitory layer leading to Explosive Synchronization in Multiplex Networks (abstract) |
| 16:17 | Topical Alignment-based Meme Diffusion in Twitter (abstract) |
| 16:24 | Dynamic patterns of information flow in complex networks (abstract) |
| 16:31 | The spatio-temporal propagation of signals in complex networks (abstract) |
| 16:38 | A Virtual Reality Platform for Exploring Large Networks (abstract) |
16:45-17:00Coffee Break
17:00-18:30 Session 3A: Theory I
Chair:
| 17:00 | Pairwise versus multiple global network alignment (abstract) |
| 17:15 | Breaking of ensemble equivalence in networks (abstract) |
| 17:30 | Constructing a compact metric space of network ensembles using several graph comparison measures (abstract) |
| 17:45 | Choosing among alternative histories of a tree (abstract) |
| 18:00 | Anderson-like localization in real-world non-normal networks (abstract) |
| 18:15 | Relating Structural and Dynamical Properties of Reaction Networks (abstract) |
17:00-18:30 Session 3B: Structure I
Chair:
| 17:00 | Efficient and fully Bayesian inference of complex networks from noisy data (abstract) |
| 17:15 | Blind Identification of Stochastic Block Models from Dynamical Observations (abstract) |
| 17:30 | Combining micro and macro generative models: Action-based stochastic block model (abstract) |
| 17:45 | Frequency of Significant Sequential Motif Structures Reveal Patterns in Pathway Data (abstract) |
| 18:00 | Deriving pairwise transfer entropy from network structure and motifs (abstract) |
| 18:15 | Attacking Embeddings to Counter Community Detection (abstract) |
17:00-18:30 Session 3C: Social Networks I
Chair:
| 17:00 | Positional and Dispositional Factors That Predict Who Commits Social Network Routing Errors and Who Learns From Them (abstract) |
| 17:15 | Selection of communication channels and the related sampling bias for mapping out the network of social interactions (abstract) |
| 17:30 | Uncovering Coordinated Networks on Social Media (abstract) |
| 17:45 | Quantifying Biases in Attribute Inference on Social Networks (abstract) |
| 18:00 | Cumulative effects of triadic closure and homophily in social networks (abstract) |
| 18:15 | Privacy and uniqueness of neighborhoods in social networks (abstract) |
17:00-18:30 Session 3D: Science of Science I
Chair:
| 17:00 | Evolution of the knowledge flows among fields in modern physics (abstract) |
| 17:15 | Detecting citation cartels in journal citation networks (abstract) |
| 17:30 | A network perspective on academic impact (abstract) |
| 17:45 | Knowledge and Social Relatedness Shape Research Portfolio Diversification (abstract) |
| 18:00 | Emergence of Hierarchy in Networked Endorsement Dynamics (abstract) |
| 18:15 | The science of sharing and the sharing of science: Diffusion of scientific articles across online platforms (abstract) |
17:00-18:30 Session 3E: Economic Networks I
Chair:
| 17:00 | "The other side of the moon": What do we know about products' complexity? (abstract) |
| 17:15 | Technological interdependencies predict innovation dynamics (abstract) |
| 17:30 | Universal resilience patterns in labor markets (abstract) |
| 17:45 | The Scientific Development of Nations (abstract) |
| 18:00 | Topology of Networks in Generalized Musical Spaces (abstract) |
| 18:15 | Structural Evolution of US Airline Networks (abstract) |
17:00-18:30 Session 3F: Biological Networks
Chair:
| 17:00 | Analysis of single-cell RNA-seq data unveils a general stochastic transcriptional attribute of aging (abstract) |
| 17:15 | Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks (abstract) |
| 17:30 | Gene regulatory network remodeling in embryonic development trajectories (abstract) |
| 17:45 | Distinguishing and Controlling Cell Phenotype Using Gene Expression (abstract) |
| 18:00 | Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges (abstract) |
| 18:15 | Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks (abstract) |
18:30-19:00 Session poster-01
| 18:30 | Does aggregation preserve communities? (abstract) |
| 18:30 | Investigating Italian disinformation spreading on Twitter in the context of 2019 European elections (abstract) |
| 18:30 | Modeling social context improves role detection in Enron communication network (abstract) |
| 18:30 | BotSlayer: Real-time detection of manipulation of social media (abstract) |
| 18:30 | Node Immunization with Non-backtracking Eigenvalues (abstract) |
| 18:30 | How predictable are novel technological combinations? (abstract) |
| 18:30 | Opinion dynamics with emergent collective memory: a society shaped by its own past. (abstract) |
| 18:30 | Distributed inference of multi-dimensional, homophilous communities for behavior prediction (abstract) |
| 18:30 | Genescape | An interdisciplinary approach to complex network visualization (abstract) |
| 18:30 | Statistical models of social interaction (abstract) |
| 18:30 | Measuring network features under uncertainty (abstract) |
| 18:30 | Comparing Graph Embedding Algorithms Based on their primary Choices (abstract) |
| 18:30 | AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks (abstract) |
| 18:30 | Bayesian Selection of Optimal Higher-Order Network Models (abstract) |
| 18:30 | Statistical manifold embedding of directed graphs (abstract) |
| 18:30 | Identifiability of underlying discussion networks using multidimensional Hawkes process (abstract) |
| 18:30 | Learning a Social Network from Text Data (abstract) |
| 18:30 | Population model approximations of epidemic dynamics on networks (abstract) |
| 18:30 | Semantically-organized networks for the visualization of short texts (abstract) |
| 18:30 | A threefold approach for reducing the dimension of dynamics on networks: An application to synchronization (abstract) |
19:00-19:45 Session W1: Meeting with APS editors
Chat with editors of Physical Review Journals:
- Michael Thoennessen (EiC)
- Dario Corradini (PRX)
- Serena Dalena (PRL)
- Juan-Jose Lietor-Santos (PR Research)
- Serena Bradde (PRE)
- Jessica Thomas (Physics)
Tuesday, September 22nd
View this program: with abstractssession overviewtalk overview
12:15-12:45 Session poster-02
| 12:15 | Dependency-based targeted attacks in interdependent networks (abstract) |
| 12:15 | Synchronization in team pursuit race (abstract) |
| 12:15 | Systematic comparison between methods for the detection of influential spreaders in complex networks (abstract) |
| 12:15 | The interrelationship of knowledge structure across language groups in communal dataset (abstract) |
| 12:15 | CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks (abstract) |
| 12:15 | The bounds of similarity-based link prediction by the AUC measure (abstract) |
| 12:15 | Validation of opinion dynamics theory including both trust and distrust by polarity analysis of measured data of video comments (abstract) |
| 12:15 | How biases in urban mental representation affects human navigation (abstract) |
| 12:15 | Greedy control of cascading failures in interconnected networks (abstract) |
| 12:15 | What do co-occurrence networks actually tell us? (abstract) |
| 12:15 | Localization of hubs in complex networks with overlapping modular structure (abstract) |
| 12:15 | The Brazilian Chamber of Deputies as a complex network (abstract) |
| 12:15 | A Laplacian Approach to Stubborn agents in Opinion Formation on Networks (abstract) |
| 12:15 | Extracting hidden network from interacting system with graph neural network (abstract) |
| 12:15 | Classification of link-breaking and link-creation updating rules in SIS epidemics on adaptive networks (abstract) |
| 12:15 | Information spreading about radiation on social media after the Fukushima Daiichi nuclear power plant accident (abstract) |
| 12:15 | Network of Job Movements Within and Between Industrial Sectors (abstract) |
| 12:15 | Community Detection in Weighted Directed Networks using Voronoi Partitioning (abstract) |
| 12:15 | The cell cycle as a temporal network of protein interactions (abstract) |
| 12:15 | Link-centric analysis of variation by demographics in mobile phone communication patterns (abstract) |
12:45-14:00 Session 4A: Theory II
Chair:
| 12:45 | Time translation symmetry breaking explains condensations in preferential attachment models (abstract) |
| 13:00 | Scale-Free Networks Revealed from Finite-Size Scaling (abstract) |
| 13:15 | Are degree distributions in complex networks observable? (abstract) |
| 13:30 | Fast Graphic Approximation of Very Large Integer Sequences (abstract) |
| 13:45 | Random graphs with fixed local constrains (abstract) |
12:45-14:00 Session 4B: Structure II
Chair:
| 12:45 | Spectral Clustering for Directed Networks (abstract) |
| 13:00 | Mapping flows in bipartite networks (abstract) |
| 13:15 | Signaling on Modular Hierarchical and Other Small-World Networks (abstract) |
| 13:30 | Generalized Markov Stability of network communities (abstract) |
| 13:45 | Interplay between k-core and community structure in networks (abstract) |
12:45-14:00 Session 4C: Urban networks
Chair:
| 12:45 | Disentangling activity-aware human flows reveals the hidden functional organization of urban systems (abstract) |
| 13:00 | Efficiency and accesibility in urban pedestrian networks (abstract) |
| 13:15 | Hierarchical organization of urban mobility and its connection with city livability (abstract) |
| 13:30 | Traffic congestion reflects deviation of network dynamical backbones from design (abstract) |
| 13:45 | Global urbanization and economic complexity (abstract) |
12:45-14:00 Session 4D: Epidemics I
Chair:
| 12:45 | Prediction of Epidemic Outbreaks for General Group-Based Epidemic Models (abstract) |
| 13:00 | Cumulative Merging Percolation and the epidemic transition of the Susceptible-Infected-Susceptible model in networks (abstract) |
| 13:15 | A novel theoretical framework to account for heterogeneous infectious periods in an SIS epidemic model (abstract) |
| 13:30 | Impact of temporal scales and recurrent mobility patterns on the unfolding of epidemics (abstract) |
| 13:45 | Directionality reduces the impact of epidemics in multilayer networks (abstract) |
12:45-14:00 Session 4E: Network Embedding
Chair:
| 12:45 | Discovering wiring patterns of neural networks via backboning (abstract) |
| 13:00 | Constructing geometric graphs from features to aid classification tasks (abstract) |
| 13:15 | Joint embedding of network structure and node features via graph convolutional networks (abstract) |
| 13:30 | Deep learning of stochastic contagion dynamics on complex networks (abstract) |
| 13:45 | Dynamics-aware node embedding for temporal networks (abstract) |
12:45-14:00 Session 4F: Ecological Networks
Chair:
| 12:45 | Structured interactions in competitive ecological systems (abstract) |
| 13:00 | Variability of an ecological multilayer network across spatiotemporal environmental gradients (abstract) |
| 13:15 | Individual and collective encoding of risk in animal groups (abstract) |
| 13:30 | Predicting human-mediated dispersal using traits and visitation networks (abstract) |
| 13:45 | Online division of labour: emergent structures in Open Source Software (abstract) |
14:00-14:20Coffee Break
15:20-15:35Coffee Break
15:35-16:45 Session 6: Lightning talks 2
| 15:35 | Impact of globalization on the resilience and sustainability of natural resources (abstract) |
| 15:42 | A scale-invariant random graph model for network renormalization (abstract) |
| 15:49 | Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements (abstract) |
| 15:56 | The Bitcoin Transaction Network as a Graph Database for Exploring and Mining (abstract) |
| 16:03 | Entanglement generation in a quantum network at distance-independent rates (abstract) |
| 16:10 | Dru: Analysing Blockchain as a Complex Network (abstract) |
| 16:17 | Collective phenomena in socio-technical systems: social bursts, manipulation and infodemics (abstract) |
| 16:24 | Indirect Targeting in Networks (abstract) |
| 16:31 | Multilevel Structural Evaluation of Signed Directed Social Networks (abstract) |
| 16:38 | Brain Structural Connectivity along the Lifespan: a Metric-Backbone Approach (abstract) |
16:45-17:00Coffee Break
17:00-18:30 Session 7A: Theory III
Chair:
| 17:00 | Cross-Geometric Framework for Complementarity-Driven Networks (abstract) |
| 17:15 | Determining Geometric Priors for Representation Learning on Networks (abstract) |
| 17:30 | Quantifying the efficiency of network flows (abstract) |
| 17:45 | Evaluating path diversity from the cycle bases (abstract) |
| 18:00 | The role of network topology for failure spreading in linear flow networks (abstract) |
| 18:15 | Quantifying spatial heterogeneity through random walks on graphs with coloured nodes (abstract) |
17:00-18:30 Session 7B: Dynamics I
Chair:
| 17:00 | Amplitude death and restoration in networks of oscillators with random-walk diffusion (abstract) |
| 17:15 | Collective dynamics of random Janus oscillator networks (abstract) |
| 17:30 | Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems (abstract) |
| 17:45 | Diffusion on Directed Multiplex Networks with Asymmetric Coupling (abstract) |
| 18:00 | Dynamics imposes limits on detectability of network structures (abstract) |
| 18:15 | A motif-based approach to processes on networks: Process motifs for the differential entropy of the Ornstein-Uhlenbeck process (abstract) |
17:00-18:30 Session 7C: Social Networks II
Chair:
| 17:00 | Network analysis and social sequence analysis. A methodological integration. (abstract) |
| 17:15 | Optimizing Social Influence Notification policy in Exercise: A Field Experiment (abstract) |
| 17:30 | Who Motivates More Workouts: Friends or Strangers? (abstract) |
| 17:45 | Background Diversity and Network Structure in Collective Design and Innovation: Perspectives with Online Social Network Experiments (abstract) |
| 18:00 | Influence maximization in simplicial contagion (abstract) |
| 18:15 | Social Contagion models on hypergraphs (abstract) |
17:00-18:30 Session 7D: Epidemics II
Chair:
| 17:00 | Evolution and Emergence of Spreading Processes in Complex Networks (abstract) |
| 17:15 | A new approach for modeling antigenically variable pathogen spread over complex networks (abstract) |
| 17:30 | Forecasting Vaccine Refusal Rates by Modeling Social Contagion (abstract) |
| 17:45 | Spatial Clustering in Vaccination Hesitancy: Influence or Homophily? (abstract) |
| 18:00 | Mobility definition and resolution needed to inform predictive epidemic models for spatial transmission from mobile phone data (abstract) |
| 18:15 | Combinatorial approach to SI and SIR spreading processes (abstract) |
17:00-18:30 Session 7E: Economic Networks II
Chair:
| 17:00 | Synchronization of endogenous business cycles (abstract) |
| 17:15 | Optimal Intervention in Economic Networks using Influence Maximization Methods (abstract) |
| 17:30 | Analyzing clusterability in signed networks of political collaboration (abstract) |
| 17:45 | Alliance structure between UN Security Council members from debates (abstract) |
| 18:00 | Network Perspective on Peace Accords Implementation (abstract) |
| 18:15 | Percolation framework reveals privacy limits in Blockchain transactions, dark web, and conspiracy networks (abstract) |
17:00-18:30 Session 7F: Network Medicine
Chair:
| 17:00 | Utilizing complex networks with error bars (abstract) |
| 17:15 | The Cellular Arithmetics of Combinatorial Perturbations (abstract) |
| 17:30 | Multiscale Landscape of Molecular Connectivity To Predict Novel Disease Gene Association and Associated Phenotypes (abstract) |
| 17:45 | IBDomics: network analysis of inflammatory bowel disease reveals novel monogenic causes of intestinal inflammation (abstract) |
| 18:00 | The multilayer community structure of medulloblastoma (abstract) |
| 18:15 | A network science approach towards studying protein folding (abstract) |
18:30-19:00 Session poster-03
| 18:30 | Understanding and Modeling Cognitive Mechanisms in Social Diffusion (abstract) |
| 18:30 | What is going on Brazil? A Political Tale from Tweets (abstract) |
| 18:30 | Impact of the distribution of recovery rates on disease spreading in complex networks (abstract) |
| 18:30 | Fact-checking strategies to limit misinformation spreading in a segregated network (abstract) |
| 18:30 | The Social Roles of Cities in Mobility and Scientific Collaboration Networks (abstract) |
| 18:30 | Gender differences in work-related mobility in Colombia (abstract) |
| 18:30 | Auto-information maximization in non-Markovian systems. (abstract) |
| 18:30 | Understanding Chemical-Genetic Interactions: Morphological screen of combined perturbations (abstract) |
| 18:30 | Competition of low and high quality information in online social media (abstract) |
| 18:30 | Angular optimisation in the hyperbolic embedding of complex networks (abstract) |
| 18:30 | Double-edged sword narrative networks in climate change discourse on Reddit (abstract) |
| 18:30 | Predicting Risk of Default of Firms: Network Contagion via Trade Credit (abstract) |
| 18:30 | Predicting interactions in temporal networks (abstract) |
| 18:30 | Dynamic resilience of complex networks (abstract) |
| 18:30 | DataDiVR – a virtual reality network visualization platform (abstract) |
| 18:30 | Measuring and mitigating behavioural segregation using Call Data Records (abstract) |
| 18:30 | The contagion of ideas: inferring the political orientations of Twitter accounts from their connections (abstract) |
| 18:30 | The Topology of International Trade: comparing Network-based and Econometric approaches. (abstract) |
| 18:30 | Inferring structural and functional information from neuronal patterns with quenched disorder (abstract) |
| 18:30 | Effectiveness of dismantling strategies on moderated vs. un-moderated online social platforms (abstract) |
Wednesday, September 23rd
View this program: with abstractssession overviewtalk overview
12:00-12:30 Session poster-04
| 12:00 | Robustness of microglial networks in Alzheimer’s disease (abstract) |
| 12:00 | Evolutionary Adaptations on Clustered Contact Networks (abstract) |
| 12:00 | Can a neural network learn arrow of time only from observed data? (abstract) |
| 12:00 | Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams (abstract) |
| 12:00 | Network Representation Learning for Credit Card Fraud Detection (abstract) |
| 12:00 | Inducing Percolation on complex systems (abstract) |
| 12:00 | Discovering remarkable meme in academic literature considering diffusion process (abstract) |
| 12:00 | Voter Models on the Two-Community Stochastic Block Model (abstract) |
| 12:00 | Graphlet Evolution in Temporal Networks (abstract) |
| 12:00 | Structure and influence of disease discourse on Twitter (abstract) |
| 12:00 | Analysis of Metaheuristics with Network Science (abstract) |
| 12:00 | Marine prokaryote-eukaryote interactions: Multi-layer network approach (abstract) |
| 12:00 | Measuring research diversity with graph embeddings (abstract) |
| 12:00 | How social network algorithms can influence opinion polarization (abstract) |
| 12:00 | Social capital in online environments: Effects of social structure on academic performance in an online university (abstract) |
| 12:00 | On Hashimoto non-backtracking matrix, edges’ PageRank and multilayer networks (abstract) |
| 12:00 | The impact of network reciprocity on the resilience of complex systems (abstract) |
| 12:00 | Detecting mesoscale structures by surprise (abstract) |
| 12:00 | Citations driven by social connections? A multi-layer representation of co-authorship networks (abstract) |
| 12:00 | Representing and visualizing the narrative of texts as complex networks (abstract) |
12:30-13:00 Session poster-05
| 12:30 | Innate representation of quantities in neural networks (abstract) |
| 12:30 | Causal Brain Mapping of Artificial Neural Networks by Game Theory: A Case for in-silico Multi-Perturbation Experiments (abstract) |
| 12:30 | The variability of network structures inferred from time series data (abstract) |
| 12:30 | Emergent regularities and scaling in armed conflict data (abstract) |
| 12:30 | A Generative Multi-Order Model to Predict Variable-Length Paths in Networks (abstract) |
| 12:30 | Quantifying synergy in scientific collaboration (abstract) |
| 12:30 | Measuring Polarization in Topic-independent Network on Twitter (abstract) |
| 12:30 | A systematic evaluation of stopping criteria for network-based disease gene prediction algorithms (abstract) |
| 12:30 | Spectral clustering of signed networks in moderately dense and sparse regimes (abstract) |
| 12:30 | The Life and Death of Echo-chambers in Scientific Networks (abstract) |
| 12:30 | Statistically significant assortative community detection (abstract) |
| 12:30 | Edge Betweenness Centrality Distributions of Hypergraphs (abstract) |
| 12:30 | Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development (abstract) |
| 12:30 | Cascade-based attacks on multilayer networks (abstract) |
| 12:30 | The toilet paper issue during the COVID-19 crisis (abstract) |
| 12:30 | Scaling choice models of relational social data (abstract) |
| 12:30 | Prediction of aging-related genes from a dynamic biological network (abstract) |
| 12:30 | Agent-based simulation of COVID19 infection cluster and its deterrence with contact trace (abstract) |
| 12:30 | COVID-19 in Iran (abstract) |
| 12:30 | Contact network models matching the dynamics of the COVID-19 spreading (abstract) |
14:00-14:20Coffee Break
15:20-15:40Coffee Break
15:40-16:40 Session 10A: Covid-19: Models & Predictions
Chair:
| 15:40 | Biased Random Walks as Protection Effects on Network Epidemics (abstract) |
| 15:55 | Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks (abstract) |
| 16:10 | The landscape of the COVID-19 research: A neural embedding approach (abstract) |
| 16:25 | COVID-19 Outbreak Week-by-Week Prediction (abstract) |
15:40-16:40 Session 10B: Covid-19: Containment Case Studies
Chair:
| 15:40 | Evaluation of the pontential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach (abstract) |
| 15:55 | Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies (abstract) |
| 16:10 | Impact of intervention measures on COVID-19 epidemic in Belgium (abstract) |
| 16:25 | Voluntary mobility and distancing measures decrease the spread of SARS-CoV2 in Mexico City (abstract) |
15:40-16:40 Session 10C: Covid-19: Contact Tracing
Chair:
| 15:40 | Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance (abstract) |
| 15:55 | Impact of False Reporting Attacks in Privacy-preserving Contact Tracing (abstract) |
| 16:10 | Evaluating the impact of digital contact tracing and household isolation on the COVID19 epidemic (abstract) |
| 16:25 | Socioeconomic factors and risk aversion explain regional heterogeneity in mobility reductions during COVID-19 epidemic in France under lockdown (abstract) |
15:40-16:40 Session 10D: Covid-19: Socio-Economic Implications
Chair:
| 15:40 | Assessing the risks of “infodemics” in response to COVID-19 epidemics (abstract) |
| 15:55 | The economic effect of the restriction by Japanese government under COVID-19 (abstract) |
| 16:10 | Epidemic-driven conflict and conflict-driven epidemics (abstract) |
| 16:25 | Cascading failure in economic networks: The case of COVID-19 (abstract) |
16:45-17:00Coffee Break
18:30-19:00 Session poster-06
| 18:30 | A complex networks analysis of water: Describing network dependence over temperature change (abstract) |
| 18:30 | Hierarchical community structure in networks (abstract) |
| 18:30 | Information-theoretic dissection of painting reveals the evolution of composition of landscape painting and super communities of painters and style periods (abstract) |
| 18:30 | Degree-Ordered Percolation on complex networks (abstract) |
| 18:30 | Network Non-Normality Benefits Communication in Noisy Environments (abstract) |
| 18:30 | Quantifying Uncertainty in a Predictive Model for Popularity Dynamics (abstract) |
| 18:30 | Enumerating Small Multiplex Graphs (abstract) |
| 18:30 | Network approach for identifying most common path of cardiovascular disease history (abstract) |
| 18:30 | Modeling bursts in the evolution of author citations (abstract) |
| 18:30 | Bayesian inference of weighted graphs (abstract) |
| 18:30 | Bayesian Classification of Paths using Multi-order Network Models (abstract) |
| 18:30 | Maximum-entropy temporal networks: disentangling the role of static and dynamic node heterogeneity (abstract) |
| 18:30 | On the classification of mental states by means of network-based features (abstract) |
| 18:30 | Inferring Irrational Lending Behaviour from Implicit Herding Networks (abstract) |
| 18:30 | Arrow of Time: Learning Diffusion Source with Graph Neural Networks (abstract) |
| 18:30 | Improving the efficiency of stochastic immunization via targeted network discovery (abstract) |
| 18:30 | Peer Effects and Regional Characteristics in the Adoption of a 21-gene Recurrence Score Genomic Test (abstract) |
| 18:30 | A simple network model of COVID-19 spread in the presence of social distancing (abstract) |
| 18:30 | Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission? (abstract) |
| 18:30 | Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19 (abstract) |
19:00-19:30 Session poster-07
| 19:00 | Detection of Novel Social Bots in Twitter (abstract) |
| 19:00 | Assessing police topological efficiency in a major sting operation on the dark web (abstract) |
| 19:00 | gps2net - An Open Source Package to Extract Network Paths from GPS Log Data (abstract) |
| 19:00 | Hierarchical and control properties of ageing related methylation networks (abstract) |
| 19:00 | Early Detection of Labor Market Flows using Social Media Analysis (abstract) |
| 19:00 | Community detection with node attributes in multilayer networks (abstract) |
| 19:00 | Diachronic analysis of co-occurrences networks: a case study on Staribacher diaries and Austrian politics (abstract) |
| 19:00 | Stochastic dimensional reduction on large biological neural networks (abstract) |
| 19:00 | Immigration in the Italian public debate: dynamics of interaction on social media (abstract) |
| 19:00 | Global cities as catalysts for third-party scientific collaborations (abstract) |
| 19:00 | Enhancing transport properties in interconnected systems without altering their structure (abstract) |
| 19:00 | Community detection in spatial bipartite networks with metadata (abstract) |
| 19:00 | The role of modularity in self-organizing dynamics in biological networks (abstract) |
| 19:00 | Controlling PageRank Centralities: Sharp estimates in terms of personalization vectors (abstract) |
| 19:00 | Interdisciplinary Collaboration at the SFI Complex Systems Summer School (abstract) |
| 19:00 | Ensemble of Gene Regulatory Networks Derived from Population Genetics (abstract) |
| 19:00 | Revealing Organizational Structures by Studying Activity Patterns in Social Networks (abstract) |
| 19:00 | The Impact of Composition on the Dynamics of Autocatalytic Sets (abstract) |
| 19:00 | Communities and rich clubs in the international environmental cooperation network (abstract) |
Thursday, September 24th
View this program: with abstractssession overviewtalk overview
12:00-12:30 Session poster-08
| 12:00 | Persona2vec: A representations learning framework for network with pervasively overlapping communities (abstract) |
| 12:00 | Multiobjective optimization of large-scale network structures (abstract) |
| 12:00 | Identification of Similarities and Differences Between User Actions in an Online Game: The Case of Fantasy Premier League (abstract) |
| 12:00 | Sequential Seeding in Multilayer Networks (abstract) |
| 12:00 | Random search with stochastic revisiting in complex networks (abstract) |
| 12:00 | Structural and Semantic Impact of Online Collective Action (abstract) |
| 12:00 | Addressing pecularities of the letter correspondence network of the European Reformation (abstract) |
| 12:00 | Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset (abstract) |
| 12:00 | Network layout using neural networks (abstract) |
| 12:00 | Dynamics of Janus Oscillators and Reductions on Complex Networks (abstract) |
| 12:00 | Persistent homology segments time-varying brain states (abstract) |
| 12:00 | Climate risk and financial stability in the network of banks and investment funds (abstract) |
| 12:00 | Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise. (abstract) |
| 12:00 | Human prophylaxis driven by risk can cause oscillations in direct contact transmitted diseases (abstract) |
| 12:00 | Identifying time dependence in network growth (abstract) |
| 12:00 | Examining the feasibility of using the Gaussian Graphical Model to model the relationships between neurocognitive variables in Alzheimer’s disease (abstract) |
| 12:00 | When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks? (abstract) |
| 12:00 | Deep AutoEncorder effectively extracts the key topologies from the Microconnectome. (abstract) |
| 12:00 | Bitcoin Transaction Networks: an overview of recent results (abstract) |
12:30-14:00 Session 12A: Theory IV
Chair:
| 12:30 | Two percolation transitions in spatial modular networks (abstract) |
| 12:45 | Probabilistic models on networks with loops (abstract) |
| 13:00 | Spectral properties of the non-backtracking matrix in networks and its physical consequences (abstract) |
| 13:15 | Learning (sub-)optimal percolation with network dismantling (abstract) |
| 13:30 | No-exclaves percolation: Uncovering hidden impact of failures in complex systems (abstract) |
| 13:45 | Percolation and Paths in Novel Spacetime Random Geometric Graphs (abstract) |
12:30-14:00 Session 12B: Dynamics II
Chair:
| 12:30 | Synchronization dynamics on non-normal networks (abstract) |
| 12:45 | Topological Control of Sync Patterns: Trading Symmetry for Stability (abstract) |
| 13:00 | Random walks on hypergraphs (abstract) |
| 13:15 | Dynamical processes and stability analysis in hypergraphs (abstract) |
| 13:30 | Random walks on dense graphs and graphons (abstract) |
| 13:45 | Fragility and anomalous susceptibility of weakly interacting networks (abstract) |
12:30-14:00 Session 12C: Social Networks III
Chair:
| 12:30 | Gender diversity in collaboration networks and the online popularity of scientists (abstract) |
| 12:45 | Beyond Fortune 500: Women in a Global Network of Directors (abstract) |
| 13:00 | Comparing gender mixing preferences across networks (abstract) |
| 13:15 | Maintaining cultural identity: evidence from migrants on Twitter (abstract) |
| 13:30 | Hunter-gatherer multilevel sociality accelerates cumulative cultural evolution (abstract) |
| 13:45 | A mobile phone network analysis of the socio-economic impact of rural electrification in Senegal (abstract) |
12:30-14:00 Session 12D: Science of Science II
Chair:
| 12:30 | Simulating the emergence of hierarchy in faculty hiring networks (abstract) |
| 12:45 | Measuring the scientific brain drain: a country perspective (abstract) |
| 13:00 | Locating differences in the implicit semantic networks of biomedical research (abstract) |
| 13:15 | China's research works are locally rich cited but globally underrepresented (abstract) |
| 13:30 | Heterogeneous Scaling of Research Institutions (abstract) |
| 13:45 | Which cited papers are more important to a manuscript? Analysis of citation patterns in open access manuscripts (abstract) |
12:30-14:00 Session 12E: Financial Networks I
Chair:
| 12:30 | Unstable by Design? Taming Systemic Risk in Endogenous Financial Networks (abstract) |
| 12:45 | Inferring default cascades in financial systems (abstract) |
| 13:00 | Spectral signals of topological collapse in financial networks (abstract) |
| 13:15 | The systemic dimension of counterparty risk (abstract) |
| 13:30 | Stress testing real-world holdings networks: correlated investments and the effects of rebalancing (abstract) |
| 13:45 | Ethereum Blockchain: A Network Perspective (abstract) |
12:30-14:00 Session 12F: Diffusion
Chair:
| 12:30 | Explain collective discovery processes via the adjacent possible exploration (abstract) |
| 12:45 | The role of geography in the complex diffusion of innovations (abstract) |
| 13:00 | A generative model for urban firm networks (abstract) |
| 13:15 | Will it spread? Quantifying the predictability of new product diffusion in social networks (abstract) |
| 13:30 | Thematic recommendations on knowledge graphs using multilayer networks (abstract) |
| 13:45 | The fragility of opinion formation in a complex world (abstract) |
14:00-14:20Coffee Break
15:20-15:40Coffee Break
16:40-17:00Coffee Break
17:00-18:15 Session 15A: Theory V
Chair:
| 17:00 | Scalable Learning of Spreading Models on Networks (abstract) |
| 17:15 | A framework for the construction of generative models for mesoscale structure in multilayer networks (abstract) |
| 17:30 | Spreading of localized attacks on spatial multiplex networks with a community structure (abstract) |
| 17:45 | Optimal percolation in correlated multiplex networks with overlap (abstract) |
| 18:00 | Data-driven contact structures: from homogeneous mixing to multilayer networks (abstract) |
17:00-18:15 Session 15B: Game Theory
Chair:
| 17:00 | A novel framework to capture the coevolution of opinions and decisions in complex networks (abstract) |
| 17:15 | Preferential Interaction and the Emergence of Spite: Endogenous Correlation on an Evolving Network (abstract) |
| 17:30 | Influencing the dynamics of correlated opinions in the voter model on multiplex networks (abstract) |
| 17:45 | Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation (abstract) |
| 18:00 | Reinforcement communication learning in different social network structures (abstract) |
17:00-18:15 Session 15C: Social Networks IV
Chair:
| 17:00 | Multichannel Social Signatures and Persistent Features of Ego Networks (abstract) |
| 17:15 | Improving the robustness of online social networks: A simulation approach of network interventions (abstract) |
| 17:30 | Going beyond communication intensity for estimating tie strengths in social networks (abstract) |
| 17:45 | The twitter explorer: A framework for observing Twitter through interactive networks (abstract) |
| 18:00 | Analyzing Twitter semantic networks: two Italian case studies (abstract) |
17:00-18:15 Session 15D: Epidemics III
Chair:
| 17:00 | On the generalisability of within household contact networks and impact on epidemic spread (abstract) |
| 17:15 | Network-based signal detection to identify emerging foodborne disease outbreaks (abstract) |
| 17:30 | The role of livestock movements in the spread of Rift Valley fever virus in animal and human populations in Mayotte, 2018-19 (abstract) |
| 17:45 | The Effect of Uncertainty to Epidemic Behaviour in Cattle Trade A Case Study From Brazil (abstract) |
| 18:00 | Evaluating the impact of Pre-Exposure Prophylaxis on HIV and gonorrhea on a networked population of female sex workers (abstract) |
17:00-18:15 Session 15E: Financial Networks II
Chair:
| 17:00 | A climate risk assessment of sovereign bonds (abstract) |
| 17:15 | Systemic liquidity contagion in the European interbank market (abstract) |
| 17:30 | A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks (abstract) |
| 17:45 | Controlling systemic risk (abstract) |
| 18:00 | Financial micro-blog network impact on cryptocurrency returns (abstract) |
17:00-18:15 Session 15F: Brain Networks
Chair:
| 17:00 | Multilayer brain networks with time-evolving nodes and analyzing network motifs in them (abstract) |
| 17:15 | Unbiased selection of brain network features with nullspace sampling (abstract) |
| 17:30 | Dynamic core periphery structure of information sharing networks in the entorhinal cortex and hippocampus (abstract) |
| 17:45 | A functional connectivity generative model based on variational autoencoder (abstract) |
| 18:00 | Exploring the interplay between brain and mind in Alzheimer's disease (abstract) |
18:15-18:45 Session poster-09
| 18:15 | Detectability of Macroscopic Structures in Directed Networks: a Stochastic Block Model Approach (abstract) |
| 18:15 | Universality in network dynamics (abstract) |
| 18:15 | Systemic Risk Underestimation in Reconstructed Networks (abstract) |
| 18:15 | Unsupervised embeddings of organizations capture latent structure of scientific mobility (abstract) |
| 18:15 | Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data (abstract) |
| 18:15 | The Effects of Cultural and Economic Motivations on Social Structure: A Network Agent-based Model (abstract) |
| 18:15 | Identification of mixed dynamics in complex networks (abstract) |
| 18:15 | A network perspective on macrophage phenotypes in the tumour microenvironment (abstract) |
| 18:15 | Dominance Hierarchy in the Network of Hockey Fighters (abstract) |
| 18:15 | Using Facebook Colocation Maps to Measure Social Distancing and Parametrize Models of Disease Spread (abstract) |
| 18:15 | The evolution of multilinks in a research innovation multiplex network (abstract) |
| 18:15 | Variance and covariance of distributions on networks (abstract) |
| 18:15 | Mood Radicalization in Hyperconnected Social Networks (abstract) |
| 18:15 | Graceful navigation out of metastable states by humans in a coordination game (abstract) |
| 18:15 | Network Time Series Analysis with an Application to COVID-19 Reproduction Numbers (abstract) |
| 18:15 | Colon cancer microbiome co-expression networks. (abstract) |
| 18:15 | An operational definition of collective identities in digital interaction networks. Theory and application (abstract) |
| 18:15 | Ribosome disruption in Luminal A breast cancer revealed by gene co-expression networks (abstract) |
| 18:15 | Can we design a complex quantum network? (abstract) |
| 18:15 | Temporal Network Motifs: Models, Limitations, Evaluation (abstract) |
Friday, September 25th
View this program: with abstractssession overviewtalk overview
12:00-12:30 Session poster-10
| 12:00 | Epidemic spreading with awareness and different time scales in multiplex networks (abstract) |
| 12:00 | Influential Spreaders in Modular Networks (abstract) |
| 12:00 | Spreading-based network embedding for link prediction in static and temporal networks (abstract) |
| 12:00 | Evolution of Coauthorship Networks In View of Simplicial Complex (abstract) |
| 12:00 | Limits of Microscopic Simulations for Modeling Information Cascades (abstract) |
| 12:00 | A step-wise criterion to determine target control centrality in the aging brain network (abstract) |
| 12:00 | Modelling opinion dynamics of an adaptive robot swarm (abstract) |
| 12:00 | Simple as Degree Difference: Understanding structural heterogeneity in mixing patterns (abstract) |
| 12:00 | The story behind the authorship: Citation-based contribution allocation in science (abstract) |
| 12:00 | Capturing the trend in the IT industry via network analysis of company descriptions (abstract) |
| 12:00 | Business category network analysis for capturing the value of intangibles (abstract) |
| 12:00 | Model-free hidden geometry of complex networks (abstract) |
| 12:00 | The Transsortative Structure of Networks (abstract) |
| 12:00 | The role of environmental changes in temporal networks (abstract) |
| 12:00 | Detecting the explosion of Artificial Intelligence research (abstract) |
| 12:00 | Lightning Network: a second path towards centralisation of the Bitcoin economy (abstract) |
| 12:00 | To bridge or not to bridge, that is the question for innovative performance (abstract) |
| 12:00 | Continuous Time Random Walk with correlated waiting times. The crucial role of inter-trade times in volatility clustering (abstract) |
| 12:00 | Brain communication is shaped by cortical hierarchies (abstract) |
| 12:00 | How Complex is a Complex Dynamical Network? (abstract) |
12:30-14:00 Session 16A: Temporal Networks
Chair:
| 12:30 | How the ego perspective shapes the temporal motifs in human face to face interactions (abstract) |
| 12:45 | Representing social temporal networks (abstract) |
| 13:00 | Efficient limited-time reachability estimation in temporal networks (abstract) |
| 13:15 | Temporal Social Network Reconstruction Using Wireless Proximity Sensors: Model Selection and Consequences (abstract) |
| 13:30 | Flow stability for community detection in non-stationary temporal networks (abstract) |
| 13:45 | A Unified Framework for Spreading Dynamics on Temporal Networks (abstract) |
12:30-14:00 Session 16B: Structure III
Chair:
| 12:30 | Latent Poisson models for networks with heterogeneous density (abstract) |
| 12:45 | Communities in Data (abstract) |
| 13:00 | Antagonistic sparse complex systems show oscillatory dynamics (abstract) |
| 13:15 | Parity and time-reversal in Boolean networks (abstract) |
| 13:30 | Latent geometry and dynamics of human proximity networks (abstract) |
| 13:45 | Patterns of social connections in urban space (abstract) |
12:30-14:00 Session 16C: Social Networks V
Chair:
| 12:30 | Hidden Bias in Social Media (abstract) |
| 12:45 | Social mobilization impeded by political polarization (abstract) |
| 13:00 | Organic and False Amplifier Network in Online Social Media. (abstract) |
| 13:15 | Relationship between ideology and language in the Catalan independence context (abstract) |
| 13:30 | Beyond polarization: the structure of vaccine debate in France (abstract) |
| 13:45 | The role of bot squads in the political propaganda on Twitter (abstract) |
12:30-14:00 Session 16D: Epidemics IV
Chair:
| 12:30 | Understanding the temporal pattern of spreading in heterogeneous networks: The theory of the mean infection time (abstract) |
| 12:45 | Spatial immunization: a temporal network approach to counteract epidemic outbreaks in airports (abstract) |
| 13:00 | Non-neutral theory of competing SIS processes on temporal networks (abstract) |
| 13:15 | The spreading of computer viruses on time-varying networks (abstract) |
| 13:30 | Optimizing self-protective behaviors and confinement in epidemic models on temporal networks (abstract) |
| 13:45 | Sick-leave strategies and quarantines in epidemic spreading: a general formalism for adaptive activity-driven networks (abstract) |
12:30-14:00 Session 16E: Network Filtering
Chair:
| 12:30 | Burst-tree decomposition of time series reveals the structure of temporal correlations (abstract) |
| 12:45 | Complex distributions emerging in filtering of patterns on networks (abstract) |
| 13:00 | Covariance matrix filtering with bootstrapped hierarchies (abstract) |
| 13:15 | Market structure evolution with network filtering approach (abstract) |
| 13:30 | Networked structure of market members and high frequency trading (abstract) |
| 13:45 | Uncovering complex characteristics of earthquake time series using complex network analysis (abstract) |
12:30-14:00 Session 16F: Ecological Networks II
Chair:
| 12:30 | Revealing the entropic character of nestedness (abstract) |
| 12:45 | Absence of a resolution limit in in-block nestedness (abstract) |
| 13:00 | Thermodynamics disentangles conflicting notions of nestedness in ecological networks (abstract) |
| 13:15 | Macro- and mesoscale pattern interdependencies in complex networks (abstract) |
| 13:30 | Probing the robustness of nested multi-layer networks (abstract) |
| 13:45 | Structural elasticity of information ecosystems (abstract) |
14:00-14:20Coffee Break
15:20-15:40Coffee Break