Days: Monday, July 10th Tuesday, July 11th Wednesday, July 12th Thursday, July 13th Friday, July 14th
View this program: with abstractssession overviewtalk overview
Check the detailed program of Network approaches for observational health data to improve patient wellbeing here.
View this program: with abstractssession overviewtalk overview
Posters displayed throughout the day, discussions during coffee breaks at 10h30-11h00 and 15h30-16h00.
Check the full program of the WiNS poster session here.
View this program: with abstractssession overviewtalk overview
Shlomo Havlin (Bar-Ilan University, Israel): Interdependent Networks: Novel Physical Phase Transitions
Mirta Galesic (Santa Fe Institute, USA; Complexity Science Hub, Austria): Dynamics of belief networks
11:00 | Higher-order Laplacians for graph embedding (abstract) PRESENTER: Franziska Heeg |
11:15 | Starting a Fire with Twigs: Influence of Encapsulation Relations on Bottom-up Dynamics on Hypergraphs (abstract) PRESENTER: Timothy LaRock |
11:30 | Identify Influential Simplices via Hierarchical Simplicial Convolutional Network (abstract) PRESENTER: Yujie Zeng |
11:45 | Mapping biased higher-order walks reveals overlapping communities (abstract) PRESENTER: Anton Holmgren |
12:00 | Analysing multiscale clustering with persistent homology (abstract) PRESENTER: Dominik Schindler |
12:15 | Higher-order interactions: an efficient heuristic to identify synergistic associations in big data (abstract) PRESENTER: Stavroula C. Tassi |
12:30 | Synergistic Hypergraphs: A Method for Removing Unnecessary Hyperedges in Information-Theoretic Hypergraphs through O-information. (abstract) |
12:45 | XGI: A Python package for higher-order interaction networks (abstract) PRESENTER: Nicholas Landry |
11:00 | Fourier Transform of temporal networks (abstract) PRESENTER: Alain Barrat |
11:15 | Randomized reference models for temporal networks (abstract) PRESENTER: Christian Lyngby Vestergaard |
11:30 | Flow of temporal network properties under local aggregation and time shuffling (abstract) PRESENTER: Didier Le Bail |
11:45 | Lyapunov Exponents for Temporal Networks (abstract) PRESENTER: Annalisa Caligiuri |
12:00 | A longitudinal data-driven causal discovery analysis for depressive disorders, incorporating domain experts' perception of underlying causal interrelations (abstract) PRESENTER: Angela Koloi |
12:15 | Mapping flows on multilayer networks with incomplete layers (abstract) PRESENTER: Jelena Smiljanic |
12:30 | Temporal network compression via network hashing (abstract) PRESENTER: Rémi Vaudaine |
12:45 | Innovation and Order in Citation Networks (abstract) PRESENTER: Tim Evans |
11:00 | Inferring the stochastic dynamics of complex networks via message-passing mechanism (abstract) PRESENTER: Tingting Gao |
11:15 | Maximizing anti-coordination in network games (abstract) PRESENTER: Ceyhun Eksin |
11:30 | Link overlap influences opinion dynamics on multiplex networks of Ashkin-Teller spins (abstract) PRESENTER: Cook Hyun Kim |
11:45 | The evolutionary dynamics of multiplayer cooperation in networks of mobile agents (abstract) PRESENTER: Diogo L. Pires |
12:00 | Ordering dynamics and aging in Threshold models (abstract) PRESENTER: David Abella Bujalance |
12:15 | Is cooperation sustained under increased mixing in evolutionary public goods games on networks? (abstract) PRESENTER: Wei Zhang |
12:30 | Evolutionary game selection creates competitive environments (abstract) PRESENTER: Onkar Sadekar |
12:45 | From subcritical behavior to a correlation-induced transition in rumor models (abstract) PRESENTER: Guilherme Ferraz de Arruda |
11:00 | The advantage of Quantum Annealer Devices in Brain Connectome Community Detection (abstract) PRESENTER: Alessandro Crimi |
11:15 | Functional Desynchronization and Structural Rewiring in Brain Tumor Networks (abstract) PRESENTER: Joan Falcó-Roget |
11:30 | Structure of brain connectome and contactome in fly, mouse, and human (abstract) PRESENTER: Anastasiya Salova |
11:45 | Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum (abstract) PRESENTER: Julian Schulte |
12:00 | Exploring coarse-graining effects in structural brain connectivity (abstract) PRESENTER: Máté Józsa |
12:15 | Assortative mixing in micro-architecturally annotated brain networks (abstract) PRESENTER: Vincent Bazinet |
12:30 | Hierarchical modularity optimizes memory capacity near criticality in echo state networks (abstract) PRESENTER: Filip Milisav |
12:45 | Geometrical congruence, greedy navigability and myopic transfer in complex networks and brain connectomes (abstract) PRESENTER: Carlo Vittorio Cannistraci |
11:00 | [CANCELLED] Connecting intercity mobility with urban welfare (abstract) PRESENTER: Gourab Ghoshal |
11:15 | Impact of COVID-19 on Chile’s Internal Migration (abstract) PRESENTER: Leo Ferres |
11:30 | Human Mobility in China: A National Overview Before and After the COVID-19 Outbreak (abstract) PRESENTER: Suoyi Tan |
11:45 | Changes in the time-space dimension of human mobility during the COVID-19 pandemic (abstract) PRESENTER: Clodomir Santana |
12:00 | Neighborhood Detection from Mobility Data (abstract) PRESENTER: Gergő Pintér |
12:15 | A Graph Attention Network for human mobility prediction (abstract) PRESENTER: Erjian Liu |
12:30 | Modeling the resilience of businesses using mobility-based dependency networks (abstract) PRESENTER: Takahiro Yabe |
12:45 | Messengers: the strength of weak ties in swarm robotic networks for a spatial collective estimation scenario (abstract) PRESENTER: Mohsen Raoufi |
11:00 | A global bibliometric perspective on the social structure of science (abstract) PRESENTER: Aliakbar Akbaritabar |
11:15 | Mapping Philanthropic Support of Science (abstract) PRESENTER: Alexander Gates |
11:30 | Quantifying progress in research topics across nations (abstract) PRESENTER: Kimitaka Asatani |
11:45 | Social Contagion in Science (abstract) PRESENTER: Satyaki Sikdar |
12:00 | Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents (abstract) PRESENTER: Robert Mahari |
12:15 | Hidden Directionality of Co-citation Network and Its Relation to the Impact of Scientific Papers (abstract) PRESENTER: Dahan Choi |
12:30 | Modeling Scientific Recognition Process in Complex Awarding Systems – Going Beyond Citation (abstract) PRESENTER: Ching Jin |
12:45 | Exploring visualizations of large networks and embeddings using Helios-Web (abstract) |
11:00 | Behavioral and Topological Heterogeneities in Network Versions of Schelling’s Segregation Model (abstract) PRESENTER: Hiroki Sayama |
11:15 | Segregation in high-resolution residential mobility network (abstract) PRESENTER: Louis Claude Bernard Olivier Boucherie |
11:30 | Socioeconomic segregation in friendship networks: Prevalence and determinants of same- and cross-SES friendships in US high schools. (abstract) |
11:45 | A Mobility-Informed Segregation Model (abstract) PRESENTER: Daniele Gambetta |
12:00 | Mobility segregation dynamics during pandemic interventions (abstract) PRESENTER: Rafiazka Hilman |
12:15 | Highways are barriers to urban social connections (abstract) PRESENTER: Anastassia Vybornova |
12:30 | Mobility and transit segregation in urban spaces. (abstract) PRESENTER: Nandini Iyer |
12:45 | How networks shape diversity for better or worse (abstract) PRESENTER: Andrea Musso |
0. The attractor structure of functional connectivity in networks of coupled logistic maps. (abstract) PRESENTER: Venetia Voutsa |
1. Multi-agent herding control of complex systems (abstract) PRESENTER: Andrea Lama |
2. A Shortcut to Stable Power Grids (abstract) PRESENTER: Yunju Choi |
3. Role of a Community Structure in a Power–Grid Network (abstract) PRESENTER: Jonghoon Kim |
4. Counting Non-Isomorphic Graphs (abstract) PRESENTER: Rana Shojaei |
5. Heterogeneous graph neural networks for Academic Collaboration Network characterisation from spurious data (abstract) PRESENTER: Daniele Pretolesi |
6. Discrete model emulating properties of hyperbolic random graphs (abstract) |
7. A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking (abstract) PRESENTER: Nicolò Ruggeri |
8. Characterizing spatial networks using β-skeletons (abstract) PRESENTER: Szabolcs Horvát |
9. Beyond space and blocks: Generating networks with arbitrary structure (abstract) PRESENTER: Remy Cazabet |
10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar (abstract) PRESENTER: Samin Aref |
11. Degree distributions under general node removal: Power-law or Poisson? (abstract) PRESENTER: Mi Jin Lee |
12. Characterization of Resilience/Efficiency Optimized Networks (abstract) |
13. Bow-tie structures of Twitter discursive communities (abstract) PRESENTER: Fabio Saracco |
14. How does news sentiment affect propogation on Twitter? (abstract) |
15. A network framework to assess space sustainability (abstract) PRESENTER: Matteo Romano |
16. A Centrality Ranking Strategy in Modular Complex Networks (abstract) PRESENTER: Hocine Cherifi |
17. Inferring networks from the microgenomic abundance data (abstract) PRESENTER: Gorka Buenvaron-Campo |
18. Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories (abstract) PRESENTER: Giulio Iannelli |
[CANCELLED] 19. Linear Clustering Process on Networks (abstract) PRESENTER: Ivan Jokić |
20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function (abstract) PRESENTER: Maria Pope |
21. Predicting attractors from spectral properties of stylized regulatory networks (abstract) PRESENTER: Dzmitry Rumiantsau |
22. Protein residue networks (PNR) and discrete Markov chains to characterize active sites in SARS-CoV2 main protease Mpro through graph theory (abstract) |
24. Restore structure evolution trajectory of networked complex systems (abstract) |
25. Temporal Network Prediction and Interpretation (abstract) PRESENTER: Li Zou |
26. Neighbourhood matching creates realistic surrogate temporal networks (abstract) PRESENTER: Antonio Longa |
27. Modeling gentrification as a dynamic spatio-temporal process (abstract) PRESENTER: Nicola Pedreschi |
28. Using network science in veterinary epidemiology (abstract) PRESENTER: Gavrila Amadea Puspitarani |
29. Using a co-incidence network to investigate interaction patterns across geospatial areas (abstract) PRESENTER: Emily Harvey |
30. Understanding COVID-19 pandemic trajectories: why changes in online behavior matter for now-casting (abstract) PRESENTER: Joana Gonçalves-Sá |
31. Forecasting Human Mixing Behavior Using Online Surveys (abstract) PRESENTER: Mehdi Zahedi |
32. A performance characteristic curve for model evaluation: applications in information diffusion prediction (abstract) PRESENTER: Radosław Michalski |
33. Mapping networks as spindles to improve diffusion prediction (abstract) PRESENTER: Jianhong Mou |
34. The Impact of Reservoir Networks in Recurrent Neural Networks (abstract) PRESENTER: Seonho Nam |
35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum (abstract) PRESENTER: Caroline Pena |
36. Individual differences in knowledge network navigation (abstract) PRESENTER: Manran Zhu |
37. Difference in emotional transitions between COVID-19 and other natural disasters’ tweets revealed by emotional evolution trees (abstract) PRESENTER: Sota Watanabe |
38. On the role of network topology and committed minority in facilitating social diffusion (abstract) PRESENTER: Tianshu Gao |
39. Voter-like dynamics with conflicting preferences on homophilic networks (abstract) PRESENTER: Filippo Zimmaro |
40. Dynamics of Ideological Bias Shifts of Users on Social Media Platforms (abstract) PRESENTER: Boleslaw Szymanski |
41. Mechanistic interplay between opinion polarization and spread of information (abstract) PRESENTER: Henrique De Arruda |
42. International Fisheries Conflict and Spatial Overlap Networks to Identify High-Risk Dyads (abstract) PRESENTER: Keiko Nomura |
43. Mapping cultural differences via community detection on networks of inter-area lexical similarity (abstract) PRESENTER: Thomas Louf |
44. Networks of national preference in scientific recognition (abstract) PRESENTER: Alexander Gates |
45. The role, function and impact of automated agents in protest communication networks: a network analysis approach (abstract) PRESENTER: Linda Li |
46. Flexible agent-based models for explaining population booms and busts in prehistory (abstract) PRESENTER: Dániel Kondor |
47. The Role of Friend Recommendation Algorithms in Shaping Informational Ecosystems Online (abstract) PRESENTER: Kayla Duskin |
49. One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium (abstract) PRESENTER: Albin Zehe |
50. Identifying Medical Provider's Contribution to Medical Cooperation Using Graph Convolutional Networks (abstract) PRESENTER: Yu Ohki |
51. Novelties and Polarization in Recommendation Algorithms (abstract) PRESENTER: Giordano De Marzo |
52. Innovation and performance: inside the organizational network (abstract) |
53. Bipartite Network Analysis of Sample-Based Music (abstract) PRESENTER: Dongju Park |
54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts (abstract) PRESENTER: Judith Gilsbach |
55. Power-laws and preferential attachment across social media platforms (abstract) PRESENTER: Joao Neto |
56. Statistics on Reddit: entropy and Gini coefficient (abstract) PRESENTER: Guilherme Machado |
57. Political Participation and Voluntary Association : A Hypergrah case Study (abstract) PRESENTER: Amina Azaiez |
58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid (abstract) PRESENTER: Kateryna Maikovska |
60. Echo chambers and information transmission biases in homophilic/heterophilic networks (abstract) PRESENTER: Fernando Diaz-Diaz |
61. Correlation distances in social networks (abstract) PRESENTER: Padraig MacCarron |
62. Let's Tweet about Soccer? A Gender-centric Question (abstract) PRESENTER: Akrati Saxena |
63. Understanding Changes in Ideas in Science Fiction with Word Embedding (abstract) PRESENTER: Minsang Namgoong |
64. Gender homophily in acknowledgement mention network (abstract) PRESENTER: Keigo Kusumegi |
65. Minority group size moderates inequity-reducing strategies in homophilic networks (abstract) PRESENTER: Sam Zhang |
66. A mixed-methods approach to study socio-semantic networks (abstract) PRESENTER: Alexandre Hannud Abdo |
67. The Network Effect of Deplatforming on Social Media (abstract) PRESENTER: Max Falkenberg |
68. How to measure trends on Twitter? (abstract) PRESENTER: Ana Meštrović |
69. An unsupervised network-based anomaly detection of credit card fraud (abstract) PRESENTER: Aida Sadeghi |
70. Multi-level social relationships among Michelin-starred chefs (abstract) PRESENTER: Agustí Canals |
71. Systemic Risk of Cascading Failures/Overloads in a Recoverable Network under Redistributed Elastic Load: Work in Progress (abstract) |
72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions (abstract) PRESENTER: Matteo Straccamore |
73. Determining Trade Execution Timing with Stock Market Networks: Performance Comparison between Network Node Degree-based EMA and Traditional EMA (abstract) PRESENTER: Hiroki Sayama |
74. MNEs and multilayer economic networks befind industrial coagglomeration (abstract) |
75. Multilayer fusions: a mixed percolation problem on families of fixed-degree graphs (abstract) PRESENTER: Ashlesha Patil |
14:15 | Weighted network motifs as random walk patterns (abstract) PRESENTER: Rossana Mastrandrea |
14:30 | The dynamic nature of percolation on networks with triadic interactions (abstract) PRESENTER: Hanlin Sun |
14:45 | Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes (abstract) PRESENTER: Marco Mancastroppa |
15:00 | Complex hypergraphs (abstract) |
15:15 | Temporal-topological properties of higher-order evolving networks (abstract) PRESENTER: Alberto Ceria |
15:30 | Percolation and critical dynamics of (k,q)-core decomposition of hypergraphs (abstract) PRESENTER: Jongshin Lee |
15:45 | The simpliciality of empirical datasets (abstract) PRESENTER: Nicole Eikmeier |
16:00 | Simplicially driven simple contagion (abstract) PRESENTER: Thomas Robiglio |
16:15 | Higher-order interactions reveal complex memory in temporal networks (abstract) PRESENTER: Luca Gallo |
16:30 | Percolation and topological properties of temporal higher-order networks (abstract) PRESENTER: Leonardo Di Gaetano |
14:15 | Embedding directed networks into hyperbolic spaces (abstract) PRESENTER: Gergely Palla |
14:30 | D-Mercator: multidimensional hyperbolic embedding of real networks (abstract) PRESENTER: Robert Jankowski |
14:45 | Dynamics of random hyperbolic graphs (abstract) PRESENTER: Fragkiskos Papadopoulos |
15:00 | Inherent uncertainty of hyperbolic embeddings of complex networks (abstract) PRESENTER: Simon Lizotte |
15:15 | Hidden Geometry Reveals Multiscale Organization of Real Multiplex Networks (abstract) PRESENTER: Gangmin Son |
15:30 | The geometry of constellation line figures (abstract) |
15:45 | Towards a Better Understanding of the Characteristics of Fractal Networks (abstract) PRESENTER: Marcell Nagy |
16:00 | Spacetime Random Geometric Graph Neural Networks (abstract) PRESENTER: Chester Tan |
16:15 | Embedding networks into hyperbolic spaces by greedy routing optimisation (abstract) PRESENTER: Bendegúz Sulyok |
16:30 | Dynamic geometries and clonal interference create heterogeneous adaption patterns on networks (abstract) PRESENTER: Adrian Zachariae |
14:15 | Economic complexity at the company level (abstract) PRESENTER: Andrea Zaccaria |
14:30 | Resolving the complexity puzzle: positions in global value chains contribute to explaining economic development (abstract) PRESENTER: Tamás Sebestyén |
14:45 | Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries (abstract) PRESENTER: Neave O'Clery |
15:00 | Emerging Labour Flow Networks (abstract) PRESENTER: Kathyrn Fair |
15:15 | Synchronization of Regional Development - Influence of Clusters in the Regional Production Network (abstract) |
15:30 | Urban Economic Fitness and Complexity from Patent Data (abstract) PRESENTER: Matteo Straccamore |
15:45 | A Network Science Approach to Model Algorithmic Competition and Collusion (abstract) PRESENTER: Luc Rocher |
16:00 | Measuring the velocity of money (abstract) PRESENTER: Carolina Mattsson |
16:15 | Modeling innovation in the cryptocurrency ecosystem (abstract) PRESENTER: Giordano De Marzo |
14:15 | Generalized contact matrices for epidemic modelling (abstract) PRESENTER: Adriana Manna |
14:30 | Monkeypox spread among Parisian venues (abstract) PRESENTER: Mattia Mazzoli |
14:45 | Impact of the human contact network on the selective advantage of emerging viral variants. (abstract) PRESENTER: Pourya Toranj Simin |
15:00 | An informational approach to uncover the age group interactions in epidemic spreading from macro analysis (abstract) PRESENTER: Alberto Aleta |
15:15 | The Populated Aotearoa Interaction Network for modelling spread of COVID-19 in Aotearoa New Zealand (abstract) PRESENTER: Dion O'Neale |
15:30 | The interplay between social inequalities, human contact patterns and the spread of epidemic processes (abstract) PRESENTER: Marton Karsai |
15:45 | Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants (abstract) PRESENTER: Simon Rella |
16:00 | The strength and weakness of disease-induced herd immunity (abstract) PRESENTER: Takayuki Hiraoka |
16:15 | Mixed bubbles: Maximizing epidemics with geographic and categorical assortativities in modular geometric graphs (abstract) PRESENTER: Samuel Rosenblatt |
14:15 | Distinguishing simple and complex contagion processes on networks (abstract) PRESENTER: Giulia Cencetti |
14:30 | Optimal Mesoscopic Structure of General Binary-State Dynamics on Networks (abstract) PRESENTER: Jérémi Lesage |
14:45 | Combining social science with network epidemiology to model the elimination of an endemic livestock disease (abstract) PRESENTER: Ewan Colman |
15:00 | Quantifying population dynamics of complex contagions (abstract) PRESENTER: Christoph Riedl |
15:15 | Investigating Churn in Online Wellness Programs: Evidence from a U.S. Online Social Network (abstract) PRESENTER: Ankur Mani |
14:15 | Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions (abstract) PRESENTER: Luis M. Rocha |
14:30 | The human exposure network: a multi-scale study of the impact of chemicals in human health (abstract) PRESENTER: Salvo Danilo Lombardo |
14:45 | Scale-dependent landscape of semi-nested community structures of 3D chromosome contact networks (abstract) PRESENTER: Sang Hoon Lee |
15:00 | Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission (abstract) PRESENTER: Shai Pilosof |
15:15 | Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks (abstract) PRESENTER: Maksim Kitsak |
15:30 | Characterising Evolutionary Pathways for Adaptations using Analysis of Metabolic Correlations Networks (abstract) PRESENTER: Sharon Samuel |
15:45 | Predicting genetic interactions with a network based method (abstract) PRESENTER: Ruiting Xie |
16:00 | Are “hubs” in beta-cell clusters an emergent network property or do they exist independently? (abstract) PRESENTER: Marco Patriarca |
16:15 | Complex Networks in Dengue-induced endothelial cell plasticity (abstract) PRESENTER: Nelson Fernández |
16:30 | Social learning in sperm whale language: evidence from acoustic data. (abstract) PRESENTER: Antonio Leitao |
14:15 | Measuring polarization in multipolar social contexts (abstract) PRESENTER: Rosa M. Benito |
14:30 | Quantifying Ideological Polarization on a Network Using Generalized Euclidean Distance (abstract) PRESENTER: Marilena Hohmann |
14:45 | Modelling how social network algorithms can influence opinion polarization (abstract) PRESENTER: Henrique Ferraz de Arruda |
15:00 | Multidimensional political polarization in online social networks (abstract) PRESENTER: Antonio Fernández Peralta |
15:15 | On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model (abstract) PRESENTER: Rémi Perrier |
15:30 | Self-induced consensus formation among Reddit users on the GameStop short squeeze (abstract) PRESENTER: Anna Mancini |
15:45 | Did the Russian invasion of Ukraine depolarize political discussions on Finnish social media? (abstract) PRESENTER: Mikko Kivelä |
16:00 | Changes of COVID-19 Vaccine Opinions on Twitter: A Combination of Dynamical Network Community Detection and Content-based Analysis (abstract) PRESENTER: Qianyun Wu |
16:15 | Structural polarization and hate speech in Twitter during electoral campaign: A local Spanish election as a case study (abstract) PRESENTER: Emanuele Cozzo |
16:30 | Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum (abstract) PRESENTER: Caroline Pena |
15:30 | Ensemble inference of unobserved infections in networks using partial observations (abstract) PRESENTER: Sen Pei |
15:45 | Towards inferring network properties from epidemic data (abstract) PRESENTER: Istvan Kiss |
16:00 | Population-wide network model of multimorbidity reveals trends in incidence and prevalence of 132 chronic disease patterns (abstract) PRESENTER: Katharina Ledebur |
16:15 | Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021 (abstract) PRESENTER: Elisabetta Colosi |
16:30 | Probability generating functions for epidemics on metapopulation networks (abstract) PRESENTER: Guillaume St-Onge |
Natasa Przulj (Barcelona Supercomputing Cluster, Spain): Omics Data Fusion for Understanding Molecular Complexity Enabling Precision Medicine
View this program: with abstractssession overviewtalk overview
Renaud Lambiotte (University of Oxford, UK): Dynamics and Balance on Signed Graphs
This keynote session is supported by Elsevier.
Kathleen Carley (Carnegie Mellon University, USA): Social Cognition and Inauthentic Actors in High Dimensional Networks
Dynamic stability of complex networks (abstract) |
Local dominance unveils clusters in networks (abstract) PRESENTER: Ruiqi Li |
Hypergraphs or simplicial complexes: Untangling the effect of higher-order representations on collective dynamics (abstract) PRESENTER: Maxime Lucas |
Collective dynamics of causal network interactions (abstract) PRESENTER: Samuel Unicomb |
Double Exchangeability in Knowledge Graphs Endows Neural Networks with Logical Knowledge Transfer (abstract) PRESENTER: Beatrice Bevilacqua |
A multi-model analysis of galaxy evolution: A Network Science approach (abstract) PRESENTER: Michail Papadopoulos |
Nodes within the cerebellum are integrators in the human brain networks (abstract) PRESENTER: Kanika Bansal |
Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry! (abstract) PRESENTER: Dorota Celińska-Kopczyńska |
Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks (abstract) PRESENTER: Elma Dervic |
Non-selective distribution of infectious disease prevention may outperform risk-based targeting (abstract) PRESENTER: Eugenio Valdano |
Modeling adaptive forward-looking behavior in epidemics on networks (abstract) PRESENTER: Michele Starnini |
Triadic approximation for complex contagion on networks (abstract) PRESENTER: Giulio Burgio |
Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis (abstract) PRESENTER: Veronica Lachi |
Nonnormative School Transitions and Adolescents’ Friendly and Conflictual Social Networks (abstract) PRESENTER: Haoyang Zhang |
Friendship Modulates Hierarchical Relations in Public Elementary Schools (abstract) PRESENTER: Melanie Oyarzun |
Early detection of students-at-risk of failing using a dynamic network approach (abstract) PRESENTER: Nidia Guadalupe López Flores |
Understanding the evolution of successful careers in professional tennis (abstract) PRESENTER: Chiara Zappalà |
The Role of Immigrants, Emigrants, and Locals in the Historical Formation of European Knowledge Agglomerations (abstract) PRESENTER: Philipp Koch |
Ecosystem-level datasets for Open Source Software (abstract) PRESENTER: William Schueller |
Mapping Global Value Chains at the Product Level (abstract) PRESENTER: Lea Karbevska |
Marta Sales-Pardo (Rovira i Virgili University, Spain): Using inference to learn from data: Is data always good enough?
0. Mapping Artificial Intelligence in Education Research: a Network‐based Keyword Analysis (abstract) |
1. Modeling Interconnected Social and Technical Risks in Open Source Software Ecosystems (abstract) PRESENTER: Johannes Wachs |
2. Resource and location sharing to improve geometric networks (abstract) PRESENTER: Lotte Weedage |
3. Higher-Arity Algebra for Higher-Order Networks (abstract) PRESENTER: Carlos Zapata Carratala |
4. To be existent is to be stable: automatic determination of the number of communities (abstract) |
5. The Fitness-Corrected Block-Model with Applications to Online Social Network Analysis (abstract) PRESENTER: Stefano Guarino |
6. Entropy of labeled versus unlabeled networks (abstract) PRESENTER: Harrison Hartle |
7. The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors' passive and active narratives on Reddit (abstract) PRESENTER: Katherine Abramski |
8. Interpretable Graph Embeddings based on Polar Opposites (abstract) PRESENTER: Franziska Heeg |
9. A biased contrastive learning debiases graph neural networks (abstract) PRESENTER: Sadamori Kojaku |
10. Idiosyncratic and systematic experienced isolation in urban networks (abstract) |
11. Labor Space : A spatial representation of the labor market (abstract) PRESENTER: Seongwoon Kim |
12. Quantifying Systemic Gender Inequality in Visual Art (abstract) PRESENTER: Alexander Gates |
13. Cross-national analysis of loss of adherence due to stop-and-go application of restrictions against COVID-19. (abstract) PRESENTER: Albano Rikani |
14. Discovering Semantic Relationships Using a Temporal Multiplex Network For a Context-Aware Filipino Wordnet (abstract) PRESENTER: Briane Paul Samson |
15. Misinformation spreading on networks: a quantitative analysis (abstract) PRESENTER: Lucila Gisele Alvarez-Zuzek |
16. Multiscale semiwalk-based measure of structural balance in signed networks (abstract) PRESENTER: Szymon Talaga |
17. The role of collective trust in sustainability of Stack Exchange communities (abstract) PRESENTER: Ana Vranić |
18. Competition and spreading of low and high quality information in online social networks (abstract) |
19. Complex Networks of Human-Book Interactions (abstract) PRESENTER: Jae Woo Lee |
20. Extracting Belief Networks from Tweets (abstract) PRESENTER: Rachith Aiyappa |
21. Opinions spread faster when social networks change slower (abstract) PRESENTER: Yara Khaluf |
22. Mapping the structure of an online political community (abstract) |
23. Understanding Vulnerability to Misinformation: Personal Characteristics Associated with Misinformation Consumption and Spreading in Hungary on Online Social Networks (abstract) PRESENTER: Julia Szamely |
24. Measuring the Complexity of an Exchangeable Graph (abstract) PRESENTER: Anda Skeja |
25. Analyzing Twitter Trends in the 2022 French Election (abstract) PRESENTER: Boleslaw Szymanski |
26. Measuring meaningful user influence on temporal networks (abstract) PRESENTER: Pablo Soto |
27. Biases in News Reporting and Consumption (abstract) PRESENTER: Alessandro Galeazzi |
28. Sensitivity of Boolean attractors to small network changes and its implications for the inference of microbial interaction networks (abstract) PRESENTER: Jyoti |
29. Measures for causal network inference (abstract) PRESENTER: Filipe Barroso |
30. Noise-cleaning the precision matrix of fMRI time series (abstract) PRESENTER: Francesca Santucci |
31. Accounting for network dependencies when assessing covariate effects via Graphon-structured residuals (abstract) PRESENTER: Nurzhan Sapargali |
32. Self-consistent inference framework for the gravity model: overcoming limitations of proxy-based analyses (abstract) PRESENTER: Daekyung Lee |
33. Economic Complexity algorithms in non-bipartite networks (abstract) PRESENTER: Emanuele Calò |
34. Quantifying structure and diversity in film festival networks (abstract) PRESENTER: Andres Karjus |
35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity (abstract) PRESENTER: Giambattista Albora |
36. Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk (abstract) PRESENTER: Christian Diem |
37. Greening Austria’s transport system: A computational approach for estimating the required rail network capacities under new waste transport regulations (abstract) PRESENTER: Johannes Stangl |
38. Ultimatum Game: Evolving network with status and asymmetric role allocation (abstract) PRESENTER: Hana Krakovská |
39. Graph neural network mitigates nonlocal cascading failures (abstract) PRESENTER: Hoyun Choi |
40. Clustering in the d'Alembertian Eigenspace of Temporal Networks (abstract) PRESENTER: Chester Tan |
41. Predicting critical behaviors of complex dynamic systems via learning the governing mechanism (abstract) PRESENTER: Xiangrong Wang |
42. Percolated tree photon-cluster states generation for efficient photonic quantum error correction (abstract) PRESENTER: Ashlesha Patil |
43. Does metastability predict sensitivity to perturbation? (abstract) PRESENTER: Eleanna Kritikaki |
44. Structural Control of Community-Structured Oscillator Networks (abstract) PRESENTER: Enrico Caprioglio |
45. Structural insulators and promotors in networks under generic problem-solving dynamics (abstract) PRESENTER: Johannes Falk |
46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs (abstract) PRESENTER: Sanghita Bose |
47. Community can form the synchronization stability of a network (abstract) |
48. Structure, resilience and evolution of the European Air Route Network from 2015 to 2018 (abstract) PRESENTER: Pau Esteve |
49. Subgraphs, motifs, and scaling in a dynamic airline network (abstract) PRESENTER: Steve Lawford |
50. PageRank centrality with non-local random walk-based teleportation (abstract) PRESENTER: David Bowater |
51. Dynamical processes in heterogeneous mobile agent networks (abstract) PRESENTER: Ricardo Tetti Camacho |
52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US (abstract) PRESENTER: Giulia Pullano |
53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact (abstract) PRESENTER: Mattia Mazzoli |
54. From networks to flows: Using flow maps to understand mobility patterns in cattle trade (abstract) PRESENTER: Sima Farokhnejad |
55. Changing Hands: Heterogeneity in network structure switches the dominant transmission mode of infectious disease (abstract) PRESENTER: Pratyush Kumar Kollepara |
56. Causal inference in sparse partially observed large-scale networks (abstract) |
57. Role of higher-order components in higher-order contagion dynamics on hypergraphs (abstract) PRESENTER: Jung-Ho Kim |
58. Restoration of the isolated core's influence on k-shell structures (abstract) PRESENTER: Gyuho Bae |
59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities (abstract) PRESENTER: Samin Aref |
60. Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems (abstract) PRESENTER: Benjamin Leinwand |
61. Simple crowd dynamics to generate complex temporal contact networks (abstract) PRESENTER: Razieh Masoumi |
62. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis (abstract) PRESENTER: Jules Morand |
63. Temporal Behaviour of a Large Scale Microservice Network (abstract) PRESENTER: Giles Winchester |
64. Evolution of Wikipedia knowledge graphs in response to planned events: A temporal networks approach. (abstract) PRESENTER: Nicola Pedreschi |
65. Frequent Pattern Mining in Simplicial Complexes (abstract) PRESENTER: Giulia Preti |
66. Large-scale dynamic network and information theoretic analyses of coherent cortical activity during visual working memory in primates. (abstract) PRESENTER: Vinicius Lima |
67. Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison (abstract) PRESENTER: Ilinka Ivanoska |
68. Dynamic fMRI unveils a robust functional network architecture in the brain: a hierarchy of strong positive and weak bimodal correlations (abstract) PRESENTER: Maria Ercsey Ravasz |
69. Emergence of High-Order Functional Hubs in the Human Brain (abstract) |
70. Mapping the space of research interests with embedding methods (abstract) PRESENTER: Filipi Silva |
71. Hypergraph patterns and collaboration structure (abstract) PRESENTER: Jonas L. Juul |
72. Time series clustering method based on similarity measurement and community detection with intuitive visualization (abstract) PRESENTER: Mengsi Cai |
73. Inferring missing position in a spatial network (abstract) PRESENTER: Jaiyong Lee |
Network Economics
-
Alexandra Brintrup (University of Cambridge, UK): Understanding complex supply networks: an interdisciplinary journey
-
Christian Diem (Complexity Science Hub, Austria): Systemic risk and shock propagation in firm-level supply networks
-
Cesar A. Hidalgo (University of Toulouse, France): What's new in economic complexity research?
-
Guido Caldarelli (Ca' Foscari University of Venice, Italy): The physics of financial networks
-
Giulio Cimini (University of Rome Tor Vergata, Italy): Reconstruction and Validation of Economic and Financial Networks
Huawei Focus Session on Networks and Computation
-
Claudio Gallicchio (University of Pisa, Italy): Reservoir Computing and Beyond
-
Wei Lin (Fudan University, China): Prediction and modulation of complex systems: From a viewpoint of machine learning
-
Silvia Ortín (Universitat de les Illes Balears, Spain): Physical Reservoir Computing: Advancements and Applications inPhotonic Reservoir Computing
-
Jie Sun (Huawei, Hong Kong): Bifurcation behaviors shape how continuous physical dynamics solves discrete Ising optimization
-
Zoltan Toroczkai (University of Notre Dame, USA): Towards understanding the fundamental limits of analog, continuous-time computing
The Networks & Computation focus session is supported by Huawei.
Network Biology
-
Réka Albert (Pennsylvania State University, USA): Computer-aided workflow for Boolean model optimization allows comprehensive integration of biological knowledge
-
Madalena Chaves (Centre de recherche INRIA Sophia-Antipolis Méditerranée, France): Cycle dynamics and synchronization analysis for biological oscillators
-
Pascal Falter-Braun (Helmholtz Institute of Network Biology, Germany): Interactome networks to understand genetic and infectious diseasesand facilitate drug discovery
-
Erzsébet Ravasz Regan (The College of Wooster, USA): Single-cell Network Modeling of Mechanosensitive Routes through the Epithelial to Mesenchymal Transition and their Inhibition by Mitochondrial Dysfunction
-
Ulrich Stelzl (University of Graz, Austria): Coordination of post-translational protein modifications within networks
14:15 | Laplacian Renormalization group for heterogeneous networks (abstract) PRESENTER: Guido Caldarelli |
14:30 | Filtering and modeling information in spatial networks (abstract) |
14:45 | On the reconstructability of complex networks (abstract) PRESENTER: François Thibault |
15:00 | Effects of ensemble non-equivalence on network model selection (abstract) PRESENTER: Francesca Giuffrida |
15:15 | Rank Distribution in Random Recursive Trees (abstract) PRESENTER: Huck Stepanyants |
15:30 | Modularity for probabilistic networks (abstract) PRESENTER: Xin Shen |
15:45 | Ensembles of reconstructed networks from dynamics (abstract) PRESENTER: Brennan Klein |
14:15 | Causality from Correlation (abstract) |
14:30 | Pattern reconstruction through generalised eigenvectors (abstract) PRESENTER: Marie Dorchain |
14:45 | Self-organized waves in excitable dynamics on graphs (abstract) PRESENTER: Marc Huett |
15:00 | Emergence of geometric Turing patterns in complex networks (abstract) PRESENTER: Jasper van der Kolk |
15:15 | Information networks analysis of time series with applications to climate tipping points (abstract) PRESENTER: Béatrice Désy |
15:30 | Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points (abstract) PRESENTER: Marc Timme |
15:45 | Predicting Influential Higher-Order Patterns in Temporal Network Data (abstract) PRESENTER: Christoph Gote |
14:15 | Spatial immunization to abate disease spreading in transportation hubs (abstract) |
14:30 | The limits of human mobility traces to predict the spread of COVID-19 (abstract) PRESENTER: Laetitia Gauvin |
14:45 | The Effects of Seasonal Human Mobility Networks and Aedes aegypti Habitat Suitability on Zika Virus Transmission in Colombia (abstract) PRESENTER: Brandon Lieberthal |
15:00 | Local vs. nationwide restrictions against COVID-19 pandemic in France between September 2020 and June 2021 (abstract) PRESENTER: Chiara Elisa Sabbatini |
15:15 | Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal (abstract) PRESENTER: Giulia Pullano |
15:30 | The path to dominance: Mobility networks and geographical heterogeneity in the establishment of the alpha variant in the US (abstract) PRESENTER: Jessica Davis |
15:45 | [CANCELLED] Integrating dynamical modeling and phylogeographic inference to characterize global influenza circulation (abstract) PRESENTER: Francesco Parino |
14:15 | Vaccination homophily during the Covid-19 pandemic (abstract) PRESENTER: Julia Koltai |
14:30 | The Association Between Homophily on Illicit Drug Use and PrEP Conversations Among Latino Men Who Have Sex with Men in Miami-Dade, Florida, US: A Social Network and Spatially Explicit Study (abstract) PRESENTER: Mariano Kanamori |
14:45 | Homophily-based social group formation in a spin glass self-assembly framework (abstract) PRESENTER: Jan Korbel |
15:00 | The Centrality of Minorities under Triadic Closure and Homophily (abstract) PRESENTER: Lisette Espín-Noboa |
15:15 | Impact of multidimensional homophily on intersectional minorities (abstract) PRESENTER: Samuel Martin-Gutierrez |
15:30 | Statistical inference of homophily with network ensembles (abstract) PRESENTER: Sina Sajjadi |
15:45 | Heterogeneity- and homophily-induced vulnerability of a p2p network formation model: the IOTA autopeering protocol (abstract) PRESENTER: Carlo Campajola |
Network Economics
-
Alexandra Brintrup (University of Cambridge, UK): Understanding complex supply networks: an interdisciplinary journey
-
Christian Diem (Complexity Science Hub, Austria): Systemic risk and shock propagation in firm-level supply networks
-
Cesar A. Hidalgo (University of Toulouse, France): What's new in economic complexity research?
-
Guido Caldarelli (Ca' Foscari University of Venice, Italy): The physics of financial networks
-
Giulio Cimini (University of Rome Tor Vergata, Italy): Reconstruction and Validation of Economic and Financial Networks
Huawei Focus Session on Networks and Computation
-
Claudio Gallicchio (University of Pisa): Reservoir Computing and Beyond
-
Wei Lin (Fudan University, China): Prediction and modulation of complex systems: From a viewpoint of machine learning
-
Silvia Ortín (Universitat de les Illes Balears): Physical Reservoir Computing: Advancements and Applications inPhotonic Reservoir Computing
-
Jie Sun (Huawei, Hong Kong): Bifurcation behaviors shape how continuous physical dynamics solves discrete Ising optimization
-
Zoltan Toroczkai (University of Notre Dame): Towards understanding the fundamental limits of analog, continuous-time computing
The Networks & Computation focus session is supported by Huawei.
Network Biology
-
Réka Albert (Pennsylvania State University, USA): Computer-aided workflow for Boolean model optimization allows comprehensive integration of biological knowledge
-
Madalena Chaves (Centre de recherche INRIA Sophia-Antipolis Méditerranée, France): Cycle dynamics and synchronization analysis for biological oscillators
-
Pascal Falter-Braun (Helmholtz Institute of Network Biology, Germany): Interactome networks to understand genetic and infectious diseasesand facilitate drug discovery
-
Erzsébet Ravasz Regan (The College of Wooster, USA): Single-cell Network Modeling of Mechanosensitive Routes through the Epithelial to Mesenchymal Transition and their Inhibition by Mitochondrial Dysfunction
-
Ulrich Stelzl (University of Graz, Austria): Coordination of post-translational protein modifications within networks
16:30 | A More Descriptive Null Model for Assessing Data Mining Results (abstract) PRESENTER: Giulia Preti |
16:45 | Proper network randomization is key to assessing social balance (abstract) PRESENTER: Bingjie Hao |
17:00 | Generative models for two-ground-truth partitions in networks (abstract) PRESENTER: Lena Mangold |
17:15 | Non Preferential Node Ranking Dynamics (abstract) PRESENTER: Shahar Somin |
17:30 | Dynamic hidden-variable network models (abstract) PRESENTER: Harrison Hartle |
16:30 | Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection (abstract) PRESENTER: Tiago Peixoto |
16:45 | Compressing network populations with modal networks reveals structural diversity (abstract) PRESENTER: Alec Kirkley |
17:00 | Exact and rapid linear clustering of networks with dynamic programming (abstract) PRESENTER: Alice Patania |
17:15 | Compression-based inference of network motif sets (abstract) PRESENTER: Alexis Benichou |
17:30 | Sampling Networks from Modular Compression of Network Flows (abstract) PRESENTER: Christopher Blöcker |
16:30 | Network science: Applications for sustainable agroecosystems and food security (abstract) |
16:45 | Variation in host microbe-sharing networks structure across land use types and host species (abstract) PRESENTER: Matan Markfeld |
17:00 | The structure of the global network of Lichen Symbionts (abstract) PRESENTER: Salva Duran-Nebreda |
17:15 | Competitive hierarchies reduce network instability by keeping feedback weak (abstract) PRESENTER: Franziska Koch |
17:30 | The architecture of multifunctional ecological networks (abstract) PRESENTER: Mar Cuevas-Blanco |
16:30 | Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling (abstract) PRESENTER: Tara Sowrirajan |
16:45 | Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science (abstract) PRESENTER: Edward D. Lee |
17:00 | ATYPICAL COMBINATION OF TECHNOLOGIES IN REGIONAL CO-INVENTOR NETWORKS (abstract) PRESENTER: Balazs Lengyel |
17:15 | Quantifying disruptiveness using neural embedding method (abstract) PRESENTER: Munjung Kim |
17:30 | Novelties as new combinations: higher-order Heaps' laws (abstract) PRESENTER: Gabriele Di Bona |
17:45 | Reconciling econometrics with maximum-entropy network models (abstract) PRESENTER: Marzio Di Vece |
18:00 | Firm-level production networks: what do we (really) know? (abstract) PRESENTER: Andrea Bacilieri |
18:15 | Revealing the link between corporate structure and tax avoidance using higher order Markov models (abstract) PRESENTER: Valeria Secchini |
18:30 | Modelling and countering Mexican cartels through complex systems (abstract) PRESENTER: Rafael Prieto-Curiel |
17:45 | Higher-order organization of resting-state fMRI signals (abstract) PRESENTER: Andrea Santoro |
18:00 | Topological scaffolds outperform functional connectivity in brain fingerprinting (abstract) PRESENTER: Simone Poetto |
18:15 | Inference of task-related higher-order interactions from neural signals (abstract) PRESENTER: Andrea Brovelli |
17:45 | Modularity in random graphs from fluctuations or automatically from average degree? (abstract) PRESENTER: Vilhelm Agdur |
18:00 | Using Voronoi Diagrams to Detect Optimal Community Structure of Weighted Directed Networks (abstract) PRESENTER: Botond Molnár |
18:15 | Clustering graph embedding in sparse networks (abstract) PRESENTER: Sadamori Kojaku |
18:30 | Fast label propagation algorithm for community detection (abstract) PRESENTER: Lovro Šubelj |
17:45 | Unraveling the mesoscale organization induced by network-driven processes (abstract) PRESENTER: Giacomo Barzon |
18:00 | Rethinking community detection in the light of the Laplacian Renormalization Group (abstract) PRESENTER: Anna Poggialini |
18:15 | Laplacian eigenmodes allow the categorization of edges in complex networks (abstract) PRESENTER: Francesca Santucci |
18:30 | Efficient network exploration by means of resetting self-avoiding random walks (abstract) PRESENTER: Oriol Artime |
17:45 | Network medicine identifies the core module of human immune dysregulation and immunodeficiency (abstract) PRESENTER: Julia Guthrie |
18:00 | To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. (abstract) PRESENTER: Anantha Samrajya Shri Kishore Hari |
18:15 | Gene regulatory network remodeling through embryonic development trajectories (abstract) PRESENTER: Celine Sin |
17:45 | [CANCELLED] Time Dynamics of the Dutch Municipality Network (abstract) PRESENTER: Ivan Jokić |
18:00 | Diffusion-based classification of urban spatial patterns (abstract) PRESENTER: Silvia Rognone |
18:15 | Mobility Rhapsody: Unleashing the Power of Deep Learning and XAI to Decode Urban Flows at City Scale (abstract) PRESENTER: Fátima Velásquez-Rojas |
18:30 | Historical Dynamics of the Kingdom of Chosŏn’s Governance: Patterns of Meritocratic Bureaucracy and Consequences of Systemic Corruption (abstract) PRESENTER: Donghyeok Choi |
View this program: with abstractssession overviewtalk overview
11:30 | Locating the source of forced oscillations in transmission power grids (abstract) PRESENTER: Robin Delabays |
11:45 | A Framework for Structural Representation of Nodes in Signed Directed Networks (abstract) PRESENTER: Shu Liu |
12:00 | Inferring missing edges in a graph from observed collective patterns (abstract) PRESENTER: Selim Haj Ali |
12:15 | Explaining the Explainers in Graph Neural Networks: a Comparative Study (abstract) PRESENTER: Antonio Longa |
12:30 | Reconstruction performance of the stochastic block model in empirical networks (abstract) PRESENTER: Felipe Vaca |
12:45 | Decision-making in uncertain networks via dynamic importance (abstract) PRESENTER: Erik Weis |
11:30 | Physics and complexity of interdependent networks (abstract) PRESENTER: Ivan Bonamassa |
11:45 | On the location and the strength of controllers to desynchronize coupled Kuramoto oscillators (abstract) PRESENTER: Martin Moriamé |
12:00 | Low-dimension network controllability (abstract) PRESENTER: Remy Ben Messaoud |
12:15 | Canalization and entropy improve prediction of disorder in Boolean network dynamics (abstract) PRESENTER: Jordan Rozum |
12:30 | Control and observation of target nodes in large-scale networks (abstract) PRESENTER: Arthur Montanari |
12:45 | Synchronization-induced Taylor’s law of a coupled food chain model on networks (abstract) PRESENTER: Yuzuru Mitsui |
11:30 | Strong Connectivity and Influence in Real Directed Networks (abstract) PRESENTER: Niall Rodgers |
11:45 | Emergent stability in complex network dynamics (abstract) PRESENTER: Chandrakala Meena |
12:00 | Color-avoiding connected spanning subgraphs with minimum number of edges (abstract) PRESENTER: József Pintér |
12:15 | Extended-range percolation in complex networks (abstract) PRESENTER: Lorenzo Cirigliano |
12:30 | Robustness and volume exclusion in physical networks (abstract) PRESENTER: Luka Blagojevic |
12:45 | Assessing the risk of infrastructural networks to natural catastrophes (abstract) PRESENTER: Tomas Scagliarini |
11:30 | Analysing tripartite, manufacturer-supplier-product networks: the case-study of the automotive sector (abstract) PRESENTER: Massimiliano Fessina |
11:45 | Reconstructing firm-level interactions: the Dutch input-output network (abstract) PRESENTER: Leonardo Niccolò Ialongo |
12:00 | Estimating the impact of supply chain contagion on financial stability (abstract) PRESENTER: Zlata Tabachová |
12:15 | Mapping the economic complexity of green supply chains (abstract) |
12:30 | Estimating the loss of economic predictability: Comparing industry- and firm-level production network models (abstract) PRESENTER: Christian Diem |
12:45 | Inequality in economic shock exposures across the global firm-level supply network (abstract) PRESENTER: Tobias Reisch |
11:30 | Measuring Polarization Dynamics from Signed Interaction Networks: an Application to Misinformation Crowdsourcing on Twitter (abstract) PRESENTER: Emma Fraxanet Morales |
11:45 | SHEEP: Signed Hamiltonian Eigenvector Embedding for Proximity (abstract) PRESENTER: Shazia Ayn Babul |
12:00 | Enmity Paradox (abstract) PRESENTER: Amir Ghasemian |
12:15 | Local balance reveals major historical events in signed networks of international relations (abstract) PRESENTER: Fernando Diaz-Diaz |
12:30 | Competitive influence maximisation in the presence of negative ties (abstract) PRESENTER: Sukankana Chakraborty |
11:30 | Workplace Recommendation with Temporal Network Objectives (abstract) PRESENTER: Kiran Tomlinson |
11:45 | LEXpander: applying colexification networks to automated lexicon expansion (abstract) PRESENTER: Anna Di Natale |
12:00 | Complementarity vs. Similarity in Semantic Networks (abstract) PRESENTER: Gabriel Budel |
12:15 | Unveiling the Impact of Employee Exits on Neighboring Social Interactions (abstract) PRESENTER: David Gamba |
12:30 | Understanding guest entrances into the podcast ecosystem (abstract) PRESENTER: Sydney DeMets |
12:45 | Tinkering and Innovation in Collapsing Cultural Systems (abstract) PRESENTER: Sergi Valverde |
11:30 | Gender differences in collaboration and career progression in physics (abstract) PRESENTER: Mingrong She |
11:45 | Gender representation and homophily as barriers to women’s career in science (abstract) PRESENTER: Ana Jaramillo |
12:00 | The impact of users’ homophily and recommendation biases on social network inequalities (abstract) PRESENTER: Stefania Ionescu |
12:15 | Intersectional Inequalities in the Impact of Online Visibility on Citations (abstract) PRESENTER: Orsolya Vasarhelyi |
12:30 | FairSNA: Algorithmic Fairness in Social Network Analysis (abstract) PRESENTER: Akrati Saxena |
12:45 | Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model (abstract) PRESENTER: Nicola Cinardi |
0. Connected Reality: Virtual Immersion in Social Networks (abstract) PRESENTER: Alexander Gates |
1. Electronic Implementation of Networks of Kuramoto Oscillators (abstract) PRESENTER: Arthur N. Montanari |
2. Phase transitions in network robustness (abstract) PRESENTER: Laura Barth |
3. Network Robustness against Random, Localized, and Targeted Attacks: From the Perspective of Loops (abstract) PRESENTER: Masaki Chujyo |
4. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. (abstract) PRESENTER: Anantha Samrajya Shri Kishore Hari |
5. Simplifying functional network representation and interpretation through causality clustering (abstract) |
6. Waking up from slow wave sleep perturbs brain connectivity patterns leading to sleep inertia (abstract) PRESENTER: Luis Jimenez |
7. Threshold-free estimation of entropy from a Pearson matrix (abstract) PRESENTER: Helcio Felippe |
8. A Manifold Minimization Principle for Physical Networks (abstract) PRESENTER: Benjamin Piazza |
9. Communicability in embedded human connectomes (abstract) PRESENTER: Laia Barjuan |
10. Gene regulatory networks and their spatial embedding (abstract) PRESENTER: Eda Cakir |
11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model (abstract) PRESENTER: Janusz Holyst |
12. Chimera states on non-regular higher-order structures (abstract) PRESENTER: Thierry Njougouo |
13. Higher-order random walkers: Blob diffusion on complex networks (abstract) PRESENTER: Moritz Nikolaus Laber |
14. Seed Selection for Linear Threshold Model in Multilayer Networks (abstract) PRESENTER: Michał Czuba |
15. The limitations of outbreak control: A metapopulation network modeling study (abstract) PRESENTER: Clara Bay |
16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy (abstract) PRESENTER: Giulia de Meijere |
17. Biases in prediction of COVID-19 cases through the analysis of genetic copies concentration in wastewater plants (abstract) PRESENTER: Mattia Mattei |
18. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis (abstract) PRESENTER: Jules Morand |
19. Short- and long-term temporal network prediction based on network memory (abstract) PRESENTER: Li Zou |
20. Testing Causal Timescales in Temporal Networks (abstract) PRESENTER: Anatol E. Wegner |
21. Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities (abstract) PRESENTER: Veronica Lachi |
22. Common spatial pattern for time-varying networks (abstract) PRESENTER: Juliana Gonzalez-Astudillo |
23. The exploration-exploitation paradigm for modelling dynamic networks (abstract) PRESENTER: Vito Dichio |
24. Information transfer in co-location networks (abstract) PRESENTER: Zexun Chen |
25. Scaling laws associated with percolation transition in the city size distribution (abstract) PRESENTER: Naoya Fujiwara |
26. The resilience of post-lockdown mobility networks (abstract) PRESENTER: Lucila G. Alvarez-Zuzek |
27. Potential landscape of human flow in cities (abstract) PRESENTER: Takaaki Aoki |
28. Quantifying and forecasting the mobility change in Shanghai during the SARS-CoV-2 Omicron Outbreak (abstract) PRESENTER: Bin Sai |
29. Mobility Census for the analysis of rapid urban development (abstract) PRESENTER: Gezhi Xiu |
30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula (abstract) PRESENTER: Konstantin Zuev |
31. Scholarly Recognition and Transition Patterns in the Scientific Awards Network (abstract) PRESENTER: Yixuan Liu |
32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production (abstract) PRESENTER: Filipi N. Silva |
33. It’s in the syllabus: A data infrastructure for innovation studies (abstract) PRESENTER: Qing Ke |
34. Network Resiliency to Systemic Failures within Time Horizon by Managing Robustness/Recoverability Capabilities: Work in Progress (abstract) |
35. A network-based strategy of price correlations for optimal cryptocurrency portfolios (abstract) PRESENTER: Ruixue Jing |
36. Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth (abstract) PRESENTER: Viktor Stojkoski |
37. Product Progression: a machine learning approach to forecasting industrial upgrading (abstract) PRESENTER: Giambattista Albora |
38. A Weighted and Normalized Gould‒Fernandez brokerage measure (abstract) PRESENTER: Zsófia Zádor |
39. Effects of syndication network on specialisation and performance of venture capital firms (abstract) PRESENTER: Qing Yao |
40. Unveiling the Dynamics of Private Capital Networks: An Application of Temporal Exponential Random Graph Models (abstract) PRESENTER: Yuanyuan Shang |
41. Incorporating Social Network Structure into Discrete Choice Models (abstract) PRESENTER: Kiran Tomlinson |
42. An agent-based model of cultural change for a low-carbon transition (abstract) PRESENTER: Daniel Torren-Peraire |
43. More people too poor to move: divergent effects of climate change on global migration patterns (abstract) PRESENTER: Albano Rikani |
44. Birds of a feather: A method for detecting suspicious clusters of companies in the UK (abstract) PRESENTER: Kathyrn Fair |
45. Color-Noun Matching Analysis of Color Images in Literature (abstract) PRESENTER: Sungpil Wang |
46. Coexistence of structural balance and ego-hierarchies (abstract) PRESENTER: Adam Sulik |
47. Position in the supply network and digitalisation activity of manufacturing firms (abstract) PRESENTER: László Lőrincz |
48. Politicians, millionaires, and directors of Mexican companies: are director’s profile associated with their network position? (abstract) |
49. KAIST Knowledge Graph (KKG) of creative associations between concepts (abstract) PRESENTER: Halla Kim |
50. From communities to outliers: a portrait of WallStreetBets users (abstract) PRESENTER: Anna Mancini |
51. Academic Mobility as a Driver of Productivity: A Gender-centric Approach (abstract) PRESENTER: Mariana Macedo |
52. Capturing trends in emerging AI technologies and their application to business domains for strategic foresight (abstract) PRESENTER: Kosuke Yamamoto |
53. Higher-Order Estimate of Open Mindedness in Online Political Discussions (abstract) PRESENTER: Valentina Pansanella |
54. The diffusion of information in social media – How complex is it? (abstract) PRESENTER: Pedro Duarte |
55. Temporal Activations in Continuous Opinion Dynamics (abstract) PRESENTER: Fatemeh Zarei |
56. Generating interactions for friendship networks (abstract) PRESENTER: Piotr Górski |
57. Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organised crime use-case (abstract) PRESENTER: Frederike Oetker |
58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs (abstract) PRESENTER: Luis M. Rocha |
59. Spreading and Structural Balance on Signed Networks (abstract) PRESENTER: Yu Tian |
60. Perturbation-based graph theory: an integrative dynamical perspective for the study of complex networks (abstract) PRESENTER: Gorka Zamora-López |
61. Theoretical analysis of co-occurrence network structure derived from frequency distribution (abstract) |
62. Nearest-neighbour directed random hyperbolic graphs (abstract) PRESENTER: Mikhail Tamm |
63. Structural Redundancy in Directed Weighted Graphs (abstract) PRESENTER: Felipe Xavier Costa |
64. Finite Size Scaling Approach for Revealing Inherent Scale-Freeness in Heterogeneous Networks (abstract) PRESENTER: Yeonsu Jeong |
65. A Multi-Layer Network Model of Climate Reinsurance: Company Benefits vs. Climate Resilience? (abstract) PRESENTER: Roger Cremades |
66. Spacing ratio statistics of multiplex directed networks (abstract) PRESENTER: Tanu Raghav |
67. Multilayer disease networks via multipartite projections: linking risk factors to CVD-depression multi-morbidities via molecular mediators (abstract) PRESENTER: Jie Li |
68. Dynamics-based Reconstruction of the Multilayer Structure from an Aggregated Network (abstract) PRESENTER: Aobo Zhang |
69. Similarities and differences between phonological and orthographic networks (abstract) PRESENTER: Pablo Lara-Martinez |
70. Structural precision: evaluating link prediction algorithms from the perspective of edge significance (abstract) PRESENTER: Xin Lu |
71. The geography of innovation dynamics (abstract) PRESENTER: Matteo Straccamore |
72. Brain network flexibility as a marker of mutual adaptation of humans and machines. (abstract) PRESENTER: Kanika Bansal |
73. Semantic Graphs Reveal the Narrative Framing in News (abstract) PRESENTER: Elisabeth Lex |
14:15 | Fast Multiplex Graph Association Rules for Link Prediction (abstract) PRESENTER: Michele Coscia |
14:30 | De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs (abstract) PRESENTER: Lisi Qarkaxhija |
14:45 | Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs (abstract) PRESENTER: Vincenzo Perri |
15:00 | Learning the right layers: a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs (abstract) PRESENTER: Sara Venturini |
15:15 | Detecting relationships in multivariate time series using reduced auto-regressive modeling and its network representation (abstract) PRESENTER: Toshihiro Tanizawa |
15:30 | Flexible inference in heterogeneous and attributed multilayer networks (abstract) PRESENTER: Martina Contisciani |
15:45 | The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity (abstract) PRESENTER: Alessandro Bellina |
16:00 | Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics (abstract) |
16:15 | Identifying key players in networks through variational quantum algorithm with deep Q-learning (abstract) PRESENTER: Xiao-Long Ren |
16:30 | ‘Stealing fire or stacking knowledge’ by machine intelligence to model link prediction in complex networks (abstract) PRESENTER: Alessandro Muscoloni |
14:15 | Diffusion approximation of a network model of meme popularity (abstract) PRESENTER: James Gleeson |
14:30 | Analysis of mean-field approximation for Deffuant opinion dynamics on networks (abstract) PRESENTER: Alina Dubovskaya |
14:45 | Modeling critical connectivity constraints in random and empirical networks (abstract) PRESENTER: Laurent Hébert-Dufresne |
15:00 | Spreading of opinions with different qualities in heterogeneous networks (abstract) PRESENTER: Thierry Njougouo |
15:15 | Threshold Cascade Dynamics on an Adaptive Network (abstract) PRESENTER: Byungjoon Min |
15:30 | Contagion dynamics on hypergraphs with nested hyperedges (abstract) PRESENTER: Jihye Kim |
15:45 | Distinguishing simple and complex contagion processes on complex networks (abstract) PRESENTER: Elsa Andres |
16:00 | Belief propagation algorithm for improving opinion formation heuristics (abstract) PRESENTER: Enrico Maria Fenoaltea |
16:15 | Generalized network density matrices for analysis of multiscale functional diversity (abstract) PRESENTER: Arsham Ghavasieh |
16:30 | Transition to a structurally balanced paradise state in the system with agents' opinions (abstract) PRESENTER: Piotr Górski |
14:15 | Taxonomy of cohesion coefficients for weighted and directed multilayer networks (abstract) PRESENTER: Paolo Bartesaghi |
14:30 | Fitting degree distributions of complex networks (abstract) PRESENTER: Shane Mannion |
14:45 | Node anonymity in networks: The infectiousness of uniqueness (abstract) PRESENTER: Rachel de Jong |
15:00 | Comparing Link Filtering Backbone Techniques in Real-World Networks (abstract) PRESENTER: Ali Yassin |
15:15 | Structural measures of similarity and complementarity in complex networks (abstract) |
15:30 | Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts (abstract) PRESENTER: Roland Molontay |
15:45 | Node-layer duality: exploring the dark side of multilayer networks (abstract) PRESENTER: Charley Presigny |
16:00 | Quantifying the Topological Stability of a Simplicial Complex (abstract) PRESENTER: Anton Savostianov |
16:15 | igraph — the network analysis package (abstract) PRESENTER: Szabolcs Horvát |
16:30 | Towards big multilayer network data management (abstract) PRESENTER: Georgios Panayiotou |
14:15 | Networks of climate finance reveal systemic failure of fossil fuel divestment (abstract) PRESENTER: Max Falkenberg |
14:30 | Complex dynamics of multihoming in dark web markets (abstract) PRESENTER: Elohim Fonseca dos Reis |
14:45 | Venture Capital Networks: Lead Investors Fit (& Win) (abstract) PRESENTER: Marta Zava |
15:00 | Portfolio diversification using network science and machine learning (abstract) PRESENTER: Miroslav Mirchev |
14:15 | Non-backtracking considerations for a modelling framework for the spread of epidemics on temporal networks (abstract) PRESENTER: Philipp Hövel |
14:30 | Trading contact tracing efficiency for finding patient zero (abstract) PRESENTER: Petter Holme |
14:45 | Exact solution of Markovian SIR epidemics on heterogeneous networks (abstract) PRESENTER: Massimo Achterberg |
15:00 | Vaccination Strategies for COVID-19 in the Omicron Era: A Mathematical Model Analysis (abstract) PRESENTER: Piergiorgio Castioni |
15:15 | Epidemic spreading and contact tracing on clique networks (abstract) PRESENTER: Abbas Karimi Rizi |
15:30 | Statistical evidence of proximity-sensitive awareness in clusters of identical genetic sequences during the COVID-19 pandemic (abstract) PRESENTER: Gergely Odor |
15:45 | Comparing the efficiency of forward and backward contact tracing (abstract) PRESENTER: Jonas L Juul |
16:00 | Effects of local interactions in epidemic outbreaks in networks of structured populations (abstract) PRESENTER: Cédric Simal |
16:15 | The impact of timescale separation in the co-evolution of contagions and institutions (abstract) PRESENTER: Jonathan St-Onge |
16:30 | Effect of initial infection size on network SIR model (abstract) PRESENTER: Guilherme Machado |
14:15 | Twitter cascade reconstruction to find misinformation amplifiers (abstract) PRESENTER: Matthew DeVerna |
14:30 | Predicting Persuasion Success with Network-Based Machine-Learning Tools (abstract) PRESENTER: Agnes Horvat |
14:45 | Improving discourse quality in social media networks: A large-scale, longitudinal study of influencing speech characteristics (abstract) PRESENTER: Alina Herderich |
15:00 | Who is driving the conversation? Analysing the nodality of British MPs and journalists on online platforms (abstract) PRESENTER: Leonardo Castro Gonzalez |
15:15 | Supply, demand and spreading of news during COVID-19 and assessment of questionable sources production (abstract) PRESENTER: Pietro Gravino |
15:30 | “Doing the Search”: Differential Tracking in Disinformation Websites and its Impact on Search Engine Results (abstract) PRESENTER: José Reis |
14:15 | Characterising air transport delays through complex networks: results and challenges (abstract) |
14:30 | Modular gateway-ness connectivity and structural core organization in maritime network science (abstract) PRESENTER: Mengqiao Xu |
14:45 | Feel Old Yet? Updating Mode of Transportation Distributions from Travel Surveys using Data Fusion with Mobile Phone Data (abstract) PRESENTER: Eduardo Graells-Garrido |
15:00 | Bilevel optimization for flow control in optimal transport networks (abstract) PRESENTER: Alessandro Lonardi |
15:15 | Variation in Cluster Formation between Free and Congested Flow in Urban Road Networks (abstract) PRESENTER: Yongsung Kwon |
15:30 | More Accurate Demand Forecasting in Open Systems using Cartograms (abstract) PRESENTER: Sangjoon Park |
15:45 | Resource-driven movements of livestock herds: impact of climate change on network dynamics (abstract) PRESENTER: Rowland Kao |
16:00 | Detecting the sensitive spots in the African interurban transport network (abstract) PRESENTER: Andrew Renninger |
16:15 | Emergence of complex topologies from flux-weighted optimization of network efficiency (abstract) PRESENTER: Sebastiano Bontorin |
16:30 | Quantifying road network vulnerability by access to healthcare (abstract) PRESENTER: Hannah Schuster |
15:30 | Investigation of the relationship between the existence of zombie firms and their positions in the business trade network (abstract) PRESENTER: Rei Kinoshita |
15:45 | A new method for mapping global phosphorus flows (abstract) |
16:00 | Regional value trees in Europe (abstract) PRESENTER: Jan Schulz |
16:15 | Structural correlations and economic decline spreading in international trade hypergraphs (abstract) PRESENTER: Sudo Yi |
16:30 | Chance, biases, and data incompleteness. Uncovering patterns in Roman time maritime trade. (abstract) PRESENTER: Luce Prignano |
15:30 | Competition for popularity and interventions on a Chinese microblogging site (abstract) PRESENTER: János Kertész |
15:45 | Entropy-based detection of Twitter’s echo-chambers (abstract) PRESENTER: Fabio Saracco |
16:00 | Filter Bubble effect in opinion dynamics models (abstract) PRESENTER: Giulio Iannelli |
16:15 | Counterfactual Bots (abstract) PRESENTER: Homa Hosseinmardi |
Vito Latora (Queen Mary University of London, UK): The dynamics of social systems with higher-order interaction