COMPLEX NETWORKS 2021: TENTH INTERNATIONAL CONFERENCE ON COMPLEX NETWORKS & THEIR APPLICATIONS
PROGRAM

Days: Tuesday, November 30th Wednesday, December 1st Thursday, December 2nd

Tuesday, November 30th

View this program: with abstractssession overviewtalk overview

09:40-10:40 Session Lightning L1: Biological Networks - Information Spreading in Social Media
09:40
Complex network analysis of fruit fly connectome: fractal and entropy/complexity approach (abstract)
PRESENTER: Michael Olesik
09:45
Network science environment predicts transition towards complexity in prebiotic astrochemistry (abstract)
PRESENTER: Jacobo Aguirre
09:50
Supervised Gene Function Prediction using Spectral Clustering on Gene Co-expression Networks (abstract)
PRESENTER: Miguel Romero
09:55
Vaccine-critic discourse on French-speaking Twitter and its outreach. (abstract)
PRESENTER: Mauro Faccin
10:00
Dynamics of Online Hate and Misinformation (abstract)
PRESENTER: Matteo Cinelli
10:05
Structure and evolution of the UK far-right Telegram network (abstract)
PRESENTER: Alexandre Bovet
10:10
Exploring Bias and Information Bubbles in YouTube’s Video Recommendation Networks (abstract)
PRESENTER: Baris Kirdemir
10:15
Characterising different communities of Twitter users: Migrants and natives (abstract)
PRESENTER: Jisu Kim
10:20
Third party stabilization of unstable coordination in systems of coupled oscillators (abstract)
PRESENTER: Joseph McKinley
10:25
A network neuroscience approach to understanding Developmental Topographical Disorientation (abstract)
PRESENTER: Mahsa Faryadras
10:40-11:20Coffee Break & Online Session for Onsite Presenters of Poster Session P2 A-B-C
10:40-11:20 Session Poster P1A: [1-11] Machine Learning & Networks
Online Updates of Knowledge Graph Embedding (abstract)
PRESENTER: Arijit Khan
Anomaly Detection for CyberSecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks (abstract)
PRESENTER: Amani Abou Rida
Link predictability classes in complex networks (abstract)
Vertex entropy based link prediction in unweighted and weighted complex networks (abstract)
Multiple Role Discovery in Complex Networks (abstract)
PRESENTER: Shu Liu
Graph Summarization with Latent Variable Probabilistic Models (abstract)
Image Keypoint Matching using Graph Neural Networks (abstract)
PRESENTER: Nancy Xu
Relations between Entropy and Accuracy trends in Complex Artificial Neural Networks (abstract)
PRESENTER: Antonio Liotta
Extracting semantic information from dynamic graphs of geometric data (abstract)
PRESENTER: Devavrat Dabke
Graph-based Retrieval for Claim Verification over Cross-Document Evidence (abstract)
PRESENTER: Misael Mongiovì
Supervised link weight prediction using node metadata (abstract)
PRESENTER: Larissa Mori
10:40-11:20 Session Poster P1B: [12-17] Earth Science Applications
Local Hurst for agri-food time series analysis (abstract)
Complex Networks Analysis of Solar Magnetograms along the 23rd Solar Cycle (abstract)
PRESENTER: Víctor Muñoz
The New Abnormal: Identifying and Ranking Anomalies in the Land Trade Market (abstract)
Analyzing the physical dependence of scale-free critical exponent in seismic complex networks (abstract)
PRESENTER: Fernanda Martin
Assigning Degree of Irreversibility to Light Curves from Blazars through the Horizontal Visibility Graph Method (abstract)
A complex network analysis of solar magnetic activity via visibility graph (abstract)
PRESENTER: Tomás Zurita
10:40-11:20 Session Poster P1C: [18-20] Controlling Networks
Topologic implications in information routing in Caenorhabditis elegans. (abstract)
Synchronization of complex networks subject to impulses with average characteristics (abstract)
PRESENTER: Bangxin Jiang
Deep Reinforcement Learning for FlipIt Security Game (abstract)
PRESENTER: Laura Greige
11:20-12:50 Session Oral 1A: Diffusion & Epidemics
11:20
Prioritizing high-contact professions raises effectiveness of vaccination campaigns (abstract)
PRESENTER: Hendrik Nunner
11:35
Reactive control policies to epidemic outbreaks in complex metapopulations (abstract)
11:50
Quantifying the interplay between urban mobility and epidemic spreading in real cities (abstract)
12:05
A general diffusion model and its influence maximisation on networks (abstract)
PRESENTER: Yu Tian
12:20
Simplicial models for higher order interactions in complex networks (abstract)
12:35
Disease trajectories, chains of infection and closeness in temporal networks (abstract)
PRESENTER: Ashleigh Myall
11:20-12:50 Session Oral O1B: Networks Analysis
11:20
Spectral Pruning of Fully Connected Layers: Ranking the Nodes Based on the Eigenvalues (abstract)
11:35
The first-mover advantage explains gender disparities in Physics citations (abstract)
11:50
Characterization of the digital knowledge ecosystem of Wikipedia (abstract)
PRESENTER: Fumiko Ogushi
12:05
Analyzing Escalations in Militarized Interstate Disputes using Motifs in Temporal Networks (abstract)
PRESENTER: Hung Do
12:20
Effect of Peer Influence and Looting Concerns on Evacuation Behavior During Natural Disasters (abstract)
PRESENTER: Chris Kuhlman
12:35
Your Tribe Decides Your Vibe: Analyzing Local Popularity in the US Patent Citation Network (abstract)
PRESENTER: Amit A. Nanavati
11:20-12:50 Session Oral O1C: Networks in Finance & Economics
11:20
Shaping and Predicting the Urban Labor Markets (abstract)
PRESENTER: Xiangnan Feng
11:35
Economic recovery with unified price and quantity dynamics on input-output networks (abstract)
PRESENTER: Jan Hurt
11:50
Towards a theory of out-of-equilibrium network economies (abstract)
PRESENTER: Johannes Lumma
12:05
Inferring supply networks from mobile phone data to estimate economic systemic risk (abstract)
PRESENTER: Tobias Reisch
12:20
Networks resilience under shocks propagation conditions (abstract)
12:35
How does systemic risk spread globally across supply chain network? (abstract)
12:50-14:15Lunch Break
14:15-16:15 Session Oral O2A: Network Models & Motifs
14:15
Graph signal processing and wavelet packets (abstract)
14:30
Eigenvalues of random signed graphs with cycles: A graph-centered view of the method of moments with practical applications (abstract)
14:45
Entropy metrics for graph signals (abstract)
15:00
Efficient enumeration of multilayer subnetworks (abstract)
PRESENTER: Tarmo Nurmi
15:15
wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction (abstract)
PRESENTER: Marco Grassia
15:30
Propagation on Multi-relational Graphs for Node Regression (abstract)
15:45
Motif-Role Extraction in Uncertain Graph Based on Efficient Ensembles (abstract)
PRESENTER: Soshi Naito
16:00
Experiments on F-restricted bi-pattern mining (abstract)
14:15-16:15 Session Oral O2B: Human Behavior
14:15
The impact of link recommendation algorithms in polarization and consensus dynamics (abstract)
14:30
Emergence of complex socioeconomic networks driven by individual and collective interests (abstract)
PRESENTER: Jaime Iranzo
14:45
The impact of social contact networks on innovation and creation of new ideas (abstract)
PRESENTER: Fatemeh Zarei
15:00
Equilibrium selection in coordination games (abstract)
PRESENTER: Tomasz Raducha
15:15
Success at high peaks: a multiscale approach combining individual and expedition-wide factors (abstract)
15:30
Effects of population structure on the evolution of linguistic convention (abstract)
PRESENTER: Kaloyan Danovski
15:45
Multiscale opinion dynamics on real networks (abstract)
16:00
An Adaptive Mental Network Model for Reactions to Social Pain (abstract)
PRESENTER: Katarina Miletic
14:15-16:15 Session Oral O2C: Network Analysis & Measures
14:15
Recommender systems increase exposure diversity. Or do they? A complex networks approach. (abstract)
PRESENTER: Augustin Godinot
14:30
Attributed Graphettes-based Preterm Infants Motion Analysis (abstract)
PRESENTER: Davide Garbarino
14:45
A Fair-Cost Analysis of Random Neighbor Sampling Methods (abstract)
PRESENTER: Yitzchak Novick
15:00
Classification of Dispersed Patterns of Radio-Graphic Images with COVID-19 by Core-Periphery Network Modeling (abstract)
PRESENTER: Liang Zhao
15:15
Small number of communities in Twitter keyword networks (abstract)
PRESENTER: Anthony Bonato
15:30
Finding Cross-Border Collaborative Centres in Biopharma Patent Networks: A Clustering Comparison Approach Based on Adjusted Mutual Information (abstract)
PRESENTER: Zhen Zhu
15:45
Realistic Commodity Flow Networks to Assess Vulnerability of Food Systems (abstract)
PRESENTER: Abhijin Adiga
16:00
Directed Random Graph Models and their AssociatedLaplacians (abstract)
PRESENTER: Xue Gong
16:15-16:55Coffee Break & Online Session for Onsite Presenters of Poster Session P1 A-B-C
16:15-16:55 Session Poster P2A: [1-11] Network Analysis & Measures
Analysis of radiographic images of patients with COVID-19 using fractal dimension and complex network-based high-level classification (abstract)
PRESENTER: Liang Zhao
Dynamical influence driven space system design (abstract)
PRESENTER: Ruaridh Clark
Professional Judgments of Principled Network Expansions (abstract)
PRESENTER: Ian Coffman
Navigating Multidisciplinary Research Using Field of Study Networks (abstract)
Public Procurement Fraud Detection: A review using Network Analysis (abstract)
Evolution of the world stage of global science from a scientific city network perspective (abstract)
PRESENTER: Hanjo Boekhout
The UK Theatre Ecosystem as Network (abstract)
From on-site to online teaching: Analysis of Temporal Social Networks in Higher Education (abstract)
The Technology Space Conditions the Digital Development of Nations (abstract)
Measuring Law Over Time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany (abstract)
PRESENTER: Corinna Coupette
Parametric sensitivity in Graph Neural Network forUrban Cluster Detection, a case study (abstract)
PRESENTER: Camila Vera
16:15-16:55 Session Poster P2B: [12-18] Network Medicine
Drug repositioning using multiplex-heterogeneous network embedding: a case study on SARS-CoV2 (abstract)
Network structure of depressive symptoms among adults with and without cerebral small vessel disease living in precarious housing or homelessness (abstract)
PRESENTER: Andrea Jones
Causal Network Meta-analysis: empirical evidence of biobehavioral influence in cancer progression (abstract)
Simulating diffusion of Amyloid-β through Gated Recurrent Units (GRU) and Graph Convolutional Neural Networks (GCN) (abstract)
Alzheimer’s disease classification using Node-centric and Edge-centric Graph Convolution Neural Networks (abstract)
PRESENTER: Jaehee Park
Choosing a method for constructing task-modulated functional connectivity matrices for network analysis (abstract)
Networking Brain Networks: Federated Harmonization of Neuroimaging Data (abstract)
PRESENTER: Biozid Bostami
16:15-16:55 Session Poster P2C: [19-22] Networks in Finance & Economics
The role of smart contracts in the transaction networks of four key DeFi-collateral Ethereum-based tokens (abstract)
Ethnic Network in the U.S. International Trade (abstract)
PRESENTER: Joomi Jun
Evolution of cohesion between USA financial sector companies: complex networks approach (abstract)
PRESENTER: Vojin Stevic
Uncovering the Structure of Influence in Global Ownership Network (abstract)
PRESENTER: Takayuki Mizuno
17:35-19:35 Session Oral O3A: Dynamics on/of Networks
17:35
Overcoming the complexity barrier of the dynamic cavity method in scale-free networks (abstract)
PRESENTER: Giuseppe Torrisi
17:50
The distribution of first return times \\ of random walks on random regular graphs (abstract)
PRESENTER: Ofer Biham
18:05
The distribution of cover times of random walks on random regular graphs (abstract)
PRESENTER: Ido Tishby
18:20
Topology controls the emergent dynamics in nonlinear flow networks (abstract)
18:35
From mean-field to complex topologies: network effects on the algorithmic bias model (abstract)
18:50
Hypergraph dynamics: assortativity and the expansion eigenvalue (abstract)
PRESENTER: Nicholas Landry
19:05
Sensing enhancement on complex networks (abstract)
PRESENTER: Markus Brede
19:20
Cascading Failures and the Robustness of Cooperation in a Unified Scale-Free Network Model (abstract)
PRESENTER: Mingxuan He
17:35-19:35 Session Oral O3B: Structural Network Measures
17:35
Weighted network motifs as random walk patterns (abstract)
17:50
The distance backbone of complex networks (abstract)
PRESENTER: Luis M. Rocha
18:05
A network approach to identification of individual traits in animal groups (abstract)
PRESENTER: Fanqi Zeng
18:20
Correlation lag times provide a reliable early-warning indication of approaching bifurcations in regular networks of interacting nodes modelling spatially extended systems (abstract)
PRESENTER: Giulio Tirabassi
18:35
Method to detect opinion leaders in a political Twitter conversation (abstract)
18:50
Mining new information from high spectral gap networks (abstract)
19:05
Locality of centrality measures on networks (abstract)
19:20
Unveiling the higher-order structure of multivariate time series (abstract)
PRESENTER: Andrea Santoro
17:35-19:35 Session Oral O3C: Network Embedding
17:35
Simple negative sampling for link prediction in knowledge graphs (abstract)
PRESENTER: Md Kamrul Islam
17:50
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task (abstract)
PRESENTER: Vadim Porvatov
18:05
SSSNET: Semi-Supervised Signed Network Clustering (abstract)
PRESENTER: Yixuan He
18:20
A Multi-purposed Unsupervised Framework for Comparing Embeddings of Graphs (abstract)
PRESENTER: Pawel Pralat
18:35
Vaccine skepticism detection by network embedding (abstract)
PRESENTER: Ferenc Beres
18:50
Joint Use of Node Attributes and Proximity for Node Classification (abstract)
PRESENTER: Arpit Merchant
19:05
High-Speed and Noise-Robust Embedding of Hypergraphs Based on Double-Centered Incidence Matrix (abstract)
PRESENTER: Shuta Ito
19:20
What is Learned in Knowledge Graph Embeddings? (abstract)
PRESENTER: Michael Simkin
Wednesday, December 1st

View this program: with abstractssession overviewtalk overview

09:40-10:40 Session Lightning L2: Networks in Finance & Economics - Dynamics on/of Networks
09:40
Mean-field approach to a glassy slow dynamics in an indirect reciprocity model on networks (abstract)
09:45
Empirical social triad statistics can be explained with dyadic homophylic interactions (abstract)
PRESENTER: Tuan Pham
09:50
Community Evolution with Ensemble Louvain (abstract)
PRESENTER: Bojan Evkoski
09:55
Ergodic sets in directed networks: a structural approach (abstract)
PRESENTER: Erik Hörmann
10:00
Anomalous transport on weighted complex networks (abstract)
PRESENTER: Juan Valdivia
10:05
Reinforcement Learning for credit strategies in the interbank network (abstract)
PRESENTER: Alessio Brini
10:10
Economic Interplay Forecasting Business Success (abstract)
10:15
Digital complexity of occupations - developing an indicator based on workplace skills (abstract)
10:20
Cryptoasset Networks: Flows and Regular Players in Bitcoin and XRP (abstract)
PRESENTER: Hideaki Aoyama
10:25
Inequality in the menu: How a network of restaurants characterizes social disparities in Boston (abstract)
10:40-11:20Coffee Break & Online Session for Onsite Presenters of Poster Session P4 A-B-C
10:40-11:20 Session Poster P3A: [1-12] Diffusion & Epidemics
Modeling the Spread of COVID-19 Over Varied Contact Networks (abstract)
PRESENTER: Theresa Migler
Influence maximization in complex networks through supervised machine learning (abstract)
PRESENTER: Owais Hussain
A Framework for Simulating Multiple Contagions Over Multiple Networks (abstract)
PRESENTER: Chris Kuhlman
Finding Influential Nodes in Complex Networks Using Nearest Neighbourhood Trust Value (abstract)
Hypergraph Laplacians in Diffusion Framework (abstract)
PRESENTER: Mehmet Aktas
Covid-19 superspreading: lessons from simulations on an empirical contact network (abstract)
PRESENTER: Lorenz Hilfiker
The effects of the mood of a social network in an epidemic spread (abstract)
Measuring the toplogical impact on networked epidemic diffusion (abstract)
PRESENTER: Cyrille Bertelle
Impacts of detection and contact tracing on epidemic spread on temporal networks (abstract)
PRESENTER: Bing Wang
Social Distancing Behavior and Oscillatory Prevalence in an Epidemic Model on Evolving Random Geometric Graphs (abstract)
PRESENTER: Akhil Panicker
Assessing the effectiveness and robustness of vaccinationstrategies for disease control (abstract)
PRESENTER: Tijani Sulaimon
A Measure of Temporal Cyclicity in Networks (abstract)
PRESENTER: Rory Humphries
10:40-11:20 Session Poster P3B: [13-19] Biological Networks
Complex Networks reveal biological functions of START domains in rice: Insights from Computational Systems Biology (abstract)
Analysis of the SLO Bay Microbiome from a Network Perspective (abstract)
PRESENTER: Viet Nguyen
Can dynamic functional connectivity be used to distinguish between resting-state and motor imagery in EEG-BCIs? (abstract)
PRESENTER: Paula Rodrigues
Fine scale prediction of ecological community composition using a two-step sequential machine learning ensemble (abstract)
PRESENTER: Iciar Civantos
Hybridising organic chemistry and synthetic biology reaction networks for retrosynthetic optimisation (abstract)
PRESENTER: Chonghuan Zhang
A systematic evaluation of the impact of environmental exposures on the human interactome network (abstract)
Emergence of Stable Functional Cliques in Developing Neural Networks (abstract)
PRESENTER: Myles Akin
10:40-11:20 Session Poster P3C: [20-22] Motifs
Analysing Ego-Networks via Typed-Edge Graphlets: A case study of Chronic Pain Patients (abstract)
PRESENTER: Mingshan Jia
A logical approach for temporal and multiplex networks analysis (abstract)
PRESENTER: Esteban Bautista
ETMM: Egocentric temporal motifs miner (abstract)
PRESENTER: Antonio Longa
11:20-12:50 Session Oral O4A: Information Spreading in Social Media
11:20
An Ecological Approach to Structural Flexibility in Online Communication Systems (abstract)
11:35
Maximum entropy networks applied on Twitter disinformation datasets (abstract)
PRESENTER: Bart de Clerck
11:50
Indirect causal influence of a single bot on opinion dynamics through a simple recommendation algorithm (abstract)
12:05
Modelling the effects of self-learning and social influence on the diversity of knowledge (abstract)
12:20
On Minimum Spanning Trees and the Inference of Message Cascades (abstract)
12:35
Bubble effect induced by recommendation systems in a simple social media model (abstract)
PRESENTER: Franco Bagnoli
11:20-12:50 Session Oral O4B: Networks in Finance & Economics
11:20
Marginalisation and Misperception: Perceiving Gender and Racial Wage Gaps in Ego Networks (abstract)
11:35
The COVID-19 Pandemic and Export Disruptions in the United States (abstract)
PRESENTER: John Schoeneman
11:50
Default Prediction using Network based Features (abstract)
12:05
Asymmetric diffusion in a complex network: The presence of women on boards (abstract)
PRESENTER: Ricardo Gimeno
12:20
A networked global economy: the role of social capital in economic growth (abstract)
PRESENTER: Jaime Oliver
12:35
Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies (abstract)
11:20-12:50 Session Oral O4C: Temporal Networks
11:20
Non-Markovian temporal networks with auto- and cross-correlated link dynamics (abstract)
PRESENTER: Piero Mazzarisi
11:35
Consensus dynamics on temporal hypergraphs (abstract)
11:50
Maximum-entropy temporal networks: disentangling the role of static and dynamic node heterogeneity (abstract)
12:05
Estimating the temporal dynamics of densification in human contact networks (abstract)
12:20
Convergence properties of optimal transport-based temporal networks (abstract)
PRESENTER: Diego Baptista
12:35
A Hybrid Adjacency and Time-Based Data Structure for Analysis of Temporal Networks (abstract)
PRESENTER: Tanner Hilsabeck
12:50-14:15Lunch Break
14:15-16:15 Session Oral O5A: Structural Network Measures
14:15
PageRank computation for Higher-Order Networks (abstract)
14:30
Fellow Travelers Phenomenon present in Real-World Networks (abstract)
14:45
The Frechet Mean of Inhomogeneous Random Graphs (abstract)
15:00
An extension of the bag-of-paths model introducing a Poisson distribution on path lengths (abstract)
PRESENTER: Sylvain Courtain
15:15
Learning Centrality by Learning to Route (abstract)
PRESENTER: Liav Bachar
15:30
On the exponential ranking and its linear counterpart (abstract)
15:45
FPPR: Fast Pessimistic PageRank for Dynamic Directed Graphs (abstract)
PRESENTER: Rohith Parjanya
16:00
Analyzing Community-aware Centrality Measures Using The Linear Threshold Model (abstract)
PRESENTER: Ali Yassin
14:15-16:15 Session Oral O5B: Diffusion & Epidemics
14:15
Digital proximity tracing on empirical contact networks for pandemic control (abstract)
PRESENTER: Giulia Cencetti
14:30
Modelling virus spreading in ride-pooling networks (abstract)
PRESENTER: Rafał Kucharski
14:45
Protest-driven epidemics during the COVID-19 pandemic (abstract)
PRESENTER: Inho Hong
15:00
Norm violation versus punishment risk in a social model of corruption (abstract)
PRESENTER: Francisco Bauza
15:15
Inference of historical influence networks (abstract)
15:30
Benchmarking Optimal Control for Network Dynamic Systems with Plausible Epidemic Models (abstract)
15:45
Scientific Collaboration Networks and Knowledge Diffusion under the COVID19 (abstract)
16:00
Reducing temporal density reduces total infection rate (abstract)
PRESENTER: Osnat Mokryn
14:15-16:15 Session Oral O5C: Resilience, Synchronization & Control
14:15
Dynamics of two-layer networks of FitzHugh-Nagumo oscillators with bidirectional and unidirectional couplings (abstract)
PRESENTER: Elena Rybalova
14:30
Anti-phase inter-layer synchronization of wave structures in a multiplex network of oscillators (abstract)
PRESENTER: Igor Shepelev
14:45
Topological synchronization: abrupt transition and rhythmic phase (abstract)
PRESENTER: Lucille Calmon
15:00
How complex is to be a hub? Dynamical complexity as a proxy for the network degree distribution (abstract)
PRESENTER: I. Leyva
15:15
Inter-layer adaptation: A new route for Explosive synchronization in multilayer networks (abstract)
15:30
Recovery of oscillations from amplitude death state in a network of coupled slow-fast systems (abstract)
PRESENTER: Sneha Kachhara
15:45
Sandpile cascades on oscillator networks (abstract)
16:00
Inferring the connectivity of coupled chaotic oscillators using data assimilation (abstract)
16:15-16:55Coffee Break & Online Session for Onsite Presenters of Poster Session P3 A-B-C
16:15-16:55 Session Poster P4A: [1-9] Information Spreading in Social Media
Capturing the Spread of Hate on Twitter using Spreading Activation Models (abstract)
PRESENTER: Seema Nagar
Activator-Inhibitor Model for Describing Interactions between Fake News and Their Corrections (abstract)
PRESENTER: Masaki Aida
Love and hate during political campaigns in social networks (abstract)
Homophily - A Driving Factor for Hate Speech on Twitter (abstract)
PRESENTER: Seema Nagar
How the Far-Right Polarises Twitter: 'Hashjacking' as a Disinformation Strategy in Times of COVID-19 (abstract)
PRESENTER: Fabian Stephany
Models of Influence Spreading on Social Networks (abstract)
PRESENTER: Vesa Kuikka
A network perspective on QAnon movement during COVID-19 infodemic (abstract)
PRESENTER: Wentao Xu
Hawkes process marked with topic and its application to Twitter data analysis (abstract)
PRESENTER: Masatoshi Goda
The complexity of the Twitter conversation on climate change (abstract)
PRESENTER: Blas Kolic
16:15-16:55 Session Poster P4B: [10-15] Dynamics on/of Networks
Towards control of opinion diversity by introducing zealots into a polarised social group (abstract)
Bosonic Random Walk Neural Networks for Graph Learning (abstract)
PRESENTER: Shivshankar
Directed hypergraphs and dynamical systems. (abstract)
PRESENTER: Mauro Faccin
Finding Colorful Paths in Temporal Graphs (abstract)
PRESENTER: Riccardo Dondi
Quantitative Evaluation of Snapshot Graphs for the Analysis of Temporal Networks (abstract)
VLT-LUT: modeling the very long term evolution of the city in 300 years (abstract)
16:15-16:55 Session Poster P4C: [16-20] Structural Network Measures
Difficulty Metrics for Subgraph Isomorphism (abstract)
PRESENTER: Rahul Deshmukh
Detection of Dynamics and kinetic changes in a musical audio using Visibility Graphs and Modularity (abstract)
Statistically Validated Networks for evaluating coherence in topic models (abstract)
PRESENTER: Andrea Simonetti
Adding semantic to level-up graph-based Android malware detection (abstract)
PRESENTER: Roxane Cohen
On resilience in complex networks (abstract)
17:35-19:50 Session Oral O6A: Network Models
Chair:
17:35
Towards Building a Digital Twin of Complex System using Causal Modelling (abstract)
PRESENTER: Luka Jakovljevic
17:50
Morphogenesis of spatial networks through way analysis (abstract)
PRESENTER: Paul Jeammet
18:05
Dynamical universality in contracting networks (abstract)
PRESENTER: Eytan Katzav
18:20
'Stealing fire' or ‘stacking knowledge' to model link prediction in complex networks (abstract)
18:35
On the use of Null Models to Assess Statistical Significance in Bipartite Networks. (abstract)
PRESENTER: María Palazzi
18:50
A Leading Author Model for the Popularity Effect on Scientific Collaboration (abstract)
19:05
Limitations of Chung Lu Random Graph Generation (abstract)
19:20
Surprising Behavior of the Average Degree for a Node's Neighbors in Growth Networks (abstract)
PRESENTER: Sergei Sidorov
19:35
Score-Driven Exponential Random Graphs: A New Class of Time-Varying Parameter Models for Dynamical Networks (abstract)
17:35-19:35 Session Oral O6B: Human Behavior
17:35
Complex networks to detect discriminations in a historical process: the case of post-WW2 purges (abstract)
17:50
When Does it Pay-Off to Learn Something New? Revealing the Complementary Value of Digital Skills (abstract)
18:05
Markov Modulated Process to model human mobility (abstract)
PRESENTER: Piet Van Mieghem
18:20
Impact of Monetary Rewards on Users’ Behavior in Social Media (abstract)
PRESENTER: Yutaro Usui
18:35
Quoting is not Citing: Disentangling Affiliation and Interaction on Twitter (abstract)
PRESENTER: Camille Roth
18:50
Communication Now and Then: Analyzing the Republic of Letters as a Communication Network (abstract)
19:05
Two Learning Approaches for Abstraction and Reasoning (abstract)
PRESENTER: Simon Alford
19:20
Data-Driven Modeling of Evacuation Decision-Making in Extreme Weather Events (abstract)
PRESENTER: Chris Kuhlman
17:35-19:35 Session Oral O6C: Biological Networks
17:35
The effective graph: a weighted graph that captures nonlinear logical redundancy in biochemical systems (abstract)
PRESENTER: Luis M. Rocha
17:50
The orthoBackbone: an evolutionarily-conserved backbone of genetic networks (abstract)
18:05
Percolation on the gene regulatory network (abstract)
PRESENTER: Giuseppe Torrisi
18:20
CUBCO: Prediction of protein complexes based on min-cut network partitioning into biclique spanned subgraphs (abstract)
PRESENTER: Sara Omranian
18:35
From Quantitative SBML Modelsto Boolean Networks (abstract)
18:50
Griffihts phases below hybrid phase transitions (abstract)
PRESENTER: Geza Odor
19:05
Quantifying Cellular Pluripotency and Pathway Robustness through Forman-Ricci Curvature (abstract)
PRESENTER: Kevin Murgas
19:20
Functional and spatial rewiring jointly generate convergent-divergent units in self-organizing networks (abstract)
PRESENTER: Jia Li
Thursday, December 2nd

View this program: with abstractssession overviewtalk overview

09:40-10:40 Session Lightning L3: Networks Analysis & Measures - Diffusion & Epidemics
09:40
Churn prediction with complex networks in mobile gaming (abstract)
09:45
The effects of personal beliefs in a disease spreadingprocess (abstract)
09:50
Two-population SIR model and strategies to reduce mortality in pandemics (abstract)
PRESENTER: Long Ma
09:55
Lumping Reductions for Multispread in Multi-Layer Networks (abstract)
PRESENTER: Stefano Tognazzi
10:00
Graph Node Embedding with Co-contrastive Learning for Heterogeneous Attributed Multilayer Networks (abstract)
10:05
Empirical Analysis of Acknowledgment Network and Citations (abstract)
PRESENTER: Keigo Kusumegi
10:10
Optimal strategies for targeted attacks to the network of Cosa Nostra affiliates (abstract)
10:15
Towards a Better Understanding of the Characteristics of Fractal Networks (abstract)
PRESENTER: Enikő Polyák
10:20
Curved Markov Chain Monte Carlo for Network Learning (abstract)
PRESENTER: John Sigbeku
10:25
Dynamics of Polarization and Coalition Formation in Signed Political Elite Networks (abstract)
PRESENTER: Ardian Maulana
10:40-11:15Coffee Break
10:40-11:15 Session Poster P5A: [1-9] Human Behavior
Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games (abstract)
PRESENTER: Zhihao Hu
Coherence Phase Transitions in Networked Communication Dynamics (abstract)
Nervousness propagation within a virtual crowd (abstract)
A meta-population network on geographical maps to simulate population behaviors during a catastrophic event (abstract)
ProPac model: opinion-action dynamics over online social networks (abstract)
Ordering dynamics in multi-state voter models (abstract)
PRESENTER: Lucía Ramirez
A bounded confidence model of emotionally aroused integrate and fire oscillators. (abstract)
PRESENTER: Irene Ferri
Segregation and universality classes in a Schelling model (abstract)
PRESENTER: Diego Ortega
Detecting opinion-based groups and polarisation on survey data (abstract)
10:40-11:15 Session Poster P5B: [10-17] Networks Models
Perturbation-Based Analysis: an integrative dynamical formalism for graphs to the rescue of weighted networks (abstract)
Sandpiles in Networks with Variable Topology (abstract)
Distributed Graph Generation Using Degree Correlations (abstract)
PRESENTER: Furkan Atas
Homophilic features of social networks from communication data (abstract)
PRESENTER: János Török
Population Dynamics and its Instability in a Hawk-Dove Game on the Network (abstract)
Context-Sensitive Mental Model Aggregation in a Second-Order Adaptive Network Model for Organisational Learning (abstract)
Factoring Small World Networks (abstract)
Constructing Weighted Networks of Earthquakes with Multiple-Parent Nodes Based on Correlation-Metric (abstract)
PRESENTER: Yuki Yamagishi
10:40-11:15 Session Poster P5C: [18-21] Community Structure
An Extension of K-Means for Least-Squares Community Detection in Feature-Rich Networks (abstract)
PRESENTER: Boris Mirkin
Selecting Informative Features for Post-Hoc Community Explanation (abstract)
PRESENTER: Sophie Sadler
Community detection by resistance distance:automation and benchmark testing (abstract)
PRESENTER: Juan Gancio
Analysis of the co-authorship sub-networks of Italian academic researchers (abstract)
PRESENTER: Michele Malgeri
11:15-13:00 Session Oral O7A: Network Geometry
11:15
A scale-invariant random graph model for network renormalization (abstract)
PRESENTER: Margherita Lalli
11:30
Random Hyperbolic Graphs in d+1 Dimensions (abstract)
PRESENTER: Gabriel Budel
11:45
Cliques in geometric power-law random graphs: a phase transition for the influence of geometry (abstract)
12:00
A geometry-induced topological phase transition in random graphs (abstract)
12:15
Variance and covariance of probability distributions on networks (abstract)
12:30
The Fate of Articulation Points and Bredges in Percolation (abstract)
PRESENTER: Reimer Kuehn
12:45
Popularity-similarity optimisation model beyond two dimensions (abstract)
PRESENTER: Bianka Kovács
11:15-13:00 Session Oral O7B: Network Medicine
11:15
Community Detection Analysis in Multilayer COVID-19 Patient Similarity Networks (abstract)
PRESENTER: Piotr A. Sliwa
11:30
Multi population analysis of electronic health records reveal biases in the administration of known drug-drug interactions (abstract)
11:45
Network-based Analysis of Prescription Opioids Dispensing Using ERGM (abstract)
PRESENTER: Hilary Aroke
12:00
Modeling tumor disease and sepsis by networks of adaptively coupled phase oscillators (abstract)
PRESENTER: Eckehard Schöll
12:15
Healthcare Cooperation Network Constructed Using Patient Claims Data in Japan (abstract)
PRESENTER: Yu Ohki
12:30
Inferred Networks and the Social Determinants of Health (abstract)
PRESENTER: Prashant Sanjel
12:45
Drug Repurposing using Link Prediction on Knowledge Graphs with Applications to Non-Volatile Memory (abstract)
PRESENTER: Sarel Cohen
11:15-13:00 Session Oral O7C: Urban Systems & Networks
Chair:
11:15
A sustainable strategy for Open Streets in (post)pandemic cities (abstract)
11:30
Supply Chain Complexity of US Cities (abstract)
11:45
Understanding Imbalance Mechanisms in Shared Mobility Systems (abstract)
12:00
Network Science-Based Resilience Analysis of Urban Rail Transportation Systems (abstract)
12:15
Neighborhood Discovery via Network Community Structure (abstract)
12:30
CityChrone: an interactive platform for transport network analysis and planning in urban systems (abstract)
12:45
Layered Hodge Decomposition for Urban Transit Networks (abstract)
PRESENTER: Unchitta Kan
13:00-14:15Lunch Break
14:15-15:45 Session Oral O8A: Community Structure
14:15
Auto-Information State Aggregations (abstract)
PRESENTER: Mauro Faccin
14:30
Locating clusters in large networks with HyperLogLog counters (abstract)
PRESENTER: Lotte Weedage
14:45
Dynamic Community Detection with Anchors (abstract)
PRESENTER: Georgia Baltsou
15:00
CoVerD: Community-based Vertex Defense against Crawling Adversaries (abstract)
15:15
Spectral Rank Monotonicity on Undirected Networks (abstract)
PRESENTER: Sebastiano Vigna
15:30
Dissecting graph measure performance for node clustering in LFR parameter space (abstract)
14:15-15:45 Session Oral O8B: Networks in Finance & Economics
14:15
A NETWORK PERSPECTIVE ON CO-BRANDING CAMPAIGNS: EVIDENCE FROM THE FASHION INDUSTRY (abstract)
PRESENTER: Cinzia Pinello
14:30
Reconstructing firm-level interactions: the Dutch input-output network (abstract)
14:45
The necessity of firm-level modelling of shock spreading in supply chain networks (abstract)
PRESENTER: Christian Diem
15:00
Quantifying firm-level economic systemic risk from nation-wide supply networks (abstract)
PRESENTER: Andras Borsos
15:15
Reconstructing production networksusing machine learning (abstract)
PRESENTER: Luca Mungo
15:30
An Equity-Oriented Rethink Of Global Rankings With Complex Networks Mapping Development (abstract)
14:15-15:45 Session Oral O8C: Resilience, Synchronization & Control
Chair:
14:15
Machine learning dismantling and early-warning signals of disintegration in complex systems (abstract)
PRESENTER: Marco Grassia
14:30
Improvement of the robustness against attacks in continuously varying degree distributions (abstract)
PRESENTER: Masaki Chujyo
14:45
Retrieval of redundant hyperlinks after attack based on hyperbolic geometry of web Complex Networks (abstract)
PRESENTER: Mahdi Moshiri
15:00
Accelerating Opponent Strategy Inference for Voting Dynamics on Complex Networks (abstract)
PRESENTER: Zhongqi Cai
15:15
Need for a realistic measure of attack severity in centrality based node attack strategies (abstract)
15:30
Mixed Integer Programming and LP Rounding for Opinion Maximization on Directed Acyclic Graphs (abstract)
PRESENTER: Po-An Chen
15:45-16:20Coffee Break & Online Session for Onsite Presenters of Poster Session P5 A-B-C
17:00-18:15 Session Oral O9A: Diffusion & Epidemics
17:00
Hardness Results for Seeding Complex Contagion with Neighborhoods (abstract)
17:15
Microscopic Markov Chain Approach for Measuring Mobility Driven SARS-CoV-2 Transmission (abstract)
PRESENTER: Trevor Kent
17:30
Urban hierarchy and spatial diffusion over the innovation life cycle (abstract)
PRESENTER: Eszter Bokányi
17:45
Epidemics in a Synthetic Urban Population with Multiple Levels of Mixing (abstract)
PRESENTER: Stefano Guarino
18:00
Story of Two Populations in Epidemics: Is Every Infection Counted? (abstract)
PRESENTER: Richard La
17:00-18:15 Session Oral O9B: Information Spreading in Social Media
17:00
Against the Democracy: The Power of Coordinator Inauthentic Behavior Pushing Anti-Democratic Narratives on Twitter amidst COVID-19 pandemic (abstract)
17:15
Hate Speech Detection on Social Media Using Graph Convolutional Networks (abstract)
PRESENTER: Seema Nagar
17:30
Influencing the Influencers: Evaluating Person-to-Person Influence on Social Networks Using Granger Causality (abstract)
PRESENTER: Richard Kuzma
17:45
Community Deception in Networks: Where We Are and Where We Should Go (abstract)
PRESENTER: Giuseppe Pirrò
18:00
Mitigating the Backfire Effect Using Pacing and Leading (abstract)
PRESENTER: Qi Yang
17:00-18:15 Session Oral O9C: Ecological Networks and Food Webs
17:00
Dynamical models from microbial communities abundance data (abstract)
17:15
Forest loss affects the structure of host-parasite networks in the Brazilian Atlantic forest (abstract)
17:30
The structure and robustness of tripartite ecological networks (abstract)
17:45
Hybrid structural arrangements mediate stability and feasibility in mutualistic networks (abstract)
PRESENTER: Aniello Lampo
18:00
Ecological Properties of Association Networks of Marine Microbes Abundances (abstract)