Program of the Conference

The program is in Istanbul time zone (EEST)

Conference Schedule

Day 1 - Morning (8:15 - 13:15) - Tue, 10 Dec


10 December, 2024

8:15-9:15 Registration

9:15-9:30 Opening

9:30-10:15 Keynote Speaker 1: Luciano Pietronero - Economic Fitness: Concepts, Methods, and Applications

Chair: Panos Argyrakis

10:15-10:55 Session Lightning L1 - Structural Network Measures

Chair: Huijuan Wang

10:15

Guaranteed under failures distance as the tool for resilience facility location problem
10:20

Inverse all shortest path problem
10:25

Evaluating Node Contribution in Network Path Transport Using Physarum Centrality
10:30

Associations between distant nodes in complex networks
10:35

How attribute information guides community detection in leader-based social networks
10:40

Forecasting stock price patterns with a rising visibility graph based method
10:45

Global Link Prediction Strategies for Backbone Extraction in Real-World Networks

10:55-11:30 Session Poster1: Human Behavior / Dynamics On/Of Networks / Network Analysis (Coffee Break)
1

A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights
2

Non random behavior in the projection of random bipartite networks
3

Research on National Development Potential: A Case Study of Integrated Circuits
4

Criminal Network Construction and Analysis from Italian Civil Cases: A Case Study
5

Theoretical Analysis of Co-occurrence Characteristics Derived from Frequency Distribution in Complex Networks
6

Graph Visualization and Complex Network Theory applied to the Analysis of Departmental Teaching Assignment Plans
7

Academic Networks and Resilience: An Education Perspective
8

Backbone Extraction in Complex Networks via Embedding-Based Link Prediction
9

Harmonizing vs Polarizing Platform Influence Functions
10

Copy or Collaborate? The Interaction of Communication and Networks on Collective Problem Solving
11

Quantifying Hot Topic Dynamics in Scientific Literature: An Information-Theoretical Approach
12

Risk-taking influences the network growth and population dynamics in a spatial prisoner’s dilemma
13

Bots of a Feather: Mixing Biases in LLMs’ Opinion Dynamics
14

University Social Networks in Computing: Effects on Academic Success and Mental Wellness
15

Collective dynamics as a result of selective attention in Network of Belief Theory
16

Influential partnerships and teamwork in Association Football
17

Belief Formation and Misinformation Dissemination: Effects of Network Density in Segregated Communities
18

Leadership in Communication Research: A Gendered Perspective on Diversity, Equity, and Inclusion
19

An Agent-based Model for Clientelistic Voting Dynamics

11:30-13:15 Session Oral 1A: Community Structure

Chair: George Chacko

11:30

Group Fairness Metrics for Community Detection Methods in Social Networks
11:45

State networks and remedial measures: An agent-based model of compliance with Human Rights judgments
12:00

Bipartite Generalized Modularity Density
12:15

Hypermodularity and community detection in higher-order networks
12:30

Beyond One Solution: The Case for a Comprehensive Exploration of Solution Space in Community Detection
12:45

An Experimental Study of Clustering Based On Edge Density in D2D Networks
13:00

FastEnsemble: A new scalable ensemble clustering method

11:30-13:15 Session Oral 1B: Machine Learning & Networks

Chair: Sabeur Aridhi

11:30

Privacy-Preserving Vital Node Identification in Complex Networks using Machine Learning
11:45

Learning Backbones: Sparsifying Graphs through Zero Forcing for Effective Graph-Based Learning
12:00

Statistical error evaluation in the results obtained by reservoir computing
12:15

Expanding Label Sets for Graph Convolutional Networks
12:30

Automatic Input features Relevance via Spectral Neural Network
12:45

Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code
13:00

BRAIN-INSPIRED SPARSE TRAINING IN TRANSFORMERS AND LARGE LANGUAGE MODELS WITH NETWORK SCIENCE MODELING VIA CANNISTRACI-HEBB RULE

11:30-13:15 Session Oral 1C: Political Networks

Chair: Akın Ünver

11:30

Political alliances across relational contexts: a complex coalition approach
11:45

Anatomy of Elite and Mass Polarization in Social Networks
12:00

Is Wikipedia a battleground of the Russo-Ukrainian war?
12:15

A Study of Intersectionality on the Black Lives Matter and Me Too Movements
12:30

Understanding the Structure of Conceptual Transmission from Science to Policy
12:45

Comparing LLMs for Extracting Political Networks from Text
13:00

Recent Segmentation of Political Interaction in Japanese Twitter Community

13:15-14:30 Lunch

Day 1 - Afternoon (14:30 - 19:20) - Tue, 10 Dec


10 December, 2024

14:30-16:00 Session Oral 2A: Urban Systems

Chair: Gourab Ghoshal
14:30

Impact of community structure on the stability of power grids
14:45

Urban Resilience and Critical Infrastructure Accessibility during Hurricanes: Lessons from Florida
15:00

Assessing the Universality of Human Flow Models Through Drainage Basin Analysis and Daily Flow Fluctuations: A Study on GPS-Based Urban Dynamics
15:15

Unveiling Hidden Urban Structures: Redefining City Shapes through Commute Flow Network
15:30

Multiple Route Search Method on Road Network Using Genetic Algorithm with Virus Infection
15:45

An Application of Edge Betweenness Centrality in Bi-Objective Optimization of Street Networks

14:30-16:00 Session Oral 2B: Network Analysis

Chair: Rosa Maria Benito
14:30

Macroeconomic agent-based model of the Russian economy
14:45

Analyzing ERC-1155 Adoption: a Study of the Multi-Token Ecosystem
15:00

Network-based Analysis of Crossover Operators in Genetic Algorithms
15:15

A Comprehensive Analysis of Popularity Effects in Scientific Collaboration via Dynamic Parameter Estimations
15:30

Hospital supply chain network planning and impacts on Working Capital Requirement (WCR)
15:45

Node-Centric Community Detection in Dynamic Networks

14:30-16:00 Session Oral 2C: Network Analysis / Generative Models

Chair: Clara Stegehuis
14:30

Synthetic Networks That Preserve Edge Connectivity
14:45

Learning the Mechanisms of Network Growth
15:00

Y Social: an LLM-powered Social Media Digital Twin
15:15

Critical Synthetic Benchmarking of Graph Representation Learning
15:30

Generating Temporal Contact Graphs Using Random Walkers
15:45

Comparison of Graph Sampling: Spectral Sparsification vs. Random Walk

16:00-16:35 Session Poster2: Structural Network Measures / Social Networks / Resilience (Coffee Break)
1

Inferring Website Credibility based on User Sharing Networks on Telegram
2

Decoding Digital Dissent through Focal Network Structures
3

Investigating Social Network Structures and Interests on X Audio Spaces
4

Examining the Relationship Between Corporate Political Stance and Twitter Audience Ideology Through Retweet Networks
5

Examining the Impact of Symbolic Content on YouTube's Recommendation System
6

Complex Networks and Climate Action: The Role of Brokers in Effective EU Policy Implementation
7

Surname Affinity Predicts Political Preference of Campaign Contributors in Chile
8

Collaboration Networks - Impact and Network Position with Respect to Gender
9

Enhancing Recommender Systems with Anomaly Detection: a Graph Neural Networks Approach
10

Structural and Flow-Based Approaches to Vulnerability Analysis of Complex Network Systems
11

Assessing connectivity disruption in interaction graphs
12

Enhancing the robustness of connectivity by maximizing the dominant eigenvalue of Laplacian
13

Network Security: a Game Theory Approach
14

Quantitative Estimation of Chemical Reaction Systems Represented by Weighted Networks Based on Shannon Entropy
15

From Fandom to Frontline: The Case of K-pop and Strategies of Countering a Countermovement

16:35-17:20 Keynote Speaker 2: Tina Eliassi Rad - Stability of Graph Machine Learning Models

Chair: Filippo Radicchi

17:20-19:20 Session Oral 3A: Dynamics On/Of Networks

Chair: Diego F. M Oliveira
17:20

Classification of Sleep Stages Based on Quantile Graphs from Mouse EEG
17:35

A Bayesian mixture model for Poisson network autoregression
17:50

Incentivized Network Dynamics in Digital Job Recruitment
18:05

Minimal Specialization: Coevolution of Network Structure and Dynamics
18:20

Suppressing opinion polarization on signed voter model using the framework of adversarial attack
18:35

A Fully-dynamic Approximation Algorithm for Maximum Weight b-Matchings in Graphs
18:50

Diffusion of technological innovation on networks leads to chaotic boom-bust cycles
19:05

Interlocks and Corporate Environmental Performance: Double Agency of Directors and Firms

17:20-19:20 Session Oral 3B: Networks In Finance & Economics

Chair: Hiroyasu Inoue
17:20

Structure and Shock Resistance in Financial Networks: A Numerical Study
17:35

Equilibrium Analysis Under Local and Global Competition in the Complex City Model
17:50

Utilization of Production Network Structure in Industrial Policy Design
18:05

Enhancing Anti-Money Laundering Efforts with Network-Based Algorithms
18:20

Study of cascade of failures in the US banking network
18:35

Dynamic Link and Flow Prediction in Bank Transfer Networks
18:50

qMST decomposition of recent changes in correlation networks on the cryptocurrency market
19:05

Fossil and Biogenic Carbon Flows in the Global Economy: A Complex Network Theory Approach

17:20-19:20 Session Oral 3C: Multilayer/Multiplex

Chair: Nelly Litvak
17:20

MuXTalk: Detecting and dissecting signaling crosstalk via multilayer networks
17:35

The Structure of Illegal Online Gambling Network
17:50

Computation of temporal centralities in regional water networks
18:05

Early Prediction of Power Outage Duration through Hierarchical Spatiotemporal Multiplex Networks
18:20

Poisson approximation for triadic structures in multislice networks
18:35

Hierarchical Structure of Inter-Regional Input-Output Network: A Multilayer Approach
18:50

Multiplexity is Temporal: effects of social times on network structure
19:05

Robustness of Short-Term Memory Models on Networks in Spatial Prisoner’s Dilemma

20:00-21:30 Welcome Reception

Day 2 - Morning (9:30 - 13:15) - Wed, 11 Dec


11 December, 2024

9:30-10:15 Keynote Speaker 3: Federico Battiston - Higher Order Network Science

Chair: Mikko Kivelä

10:15-10:55 Session Lightning 2: Higher-Order Interactions / Dynamics On/Of Networks

Chair: Piet Van Mieghem
10:15

icon: Fast Simulation of Epidemics on Coevolving Networks
10:20

Node Evolutionary Profiling through Graph Evolution Rules
10:25

Modelling the Influence of Deinfluencers
10:30

Imitation Strategy for Reducing Attention to Inappropriate Content on Social Media
10:35

Estimation of Shared Information Between Cortical Networks During Visual Processing
10:40

Hypergraph Change Point Detection using Adapted Cardinality-Based Gadgets: Applications in Dynamic Legal Structures
10:45

Counting Simplicial Pairs in Hypergraphs

10:55-11:30 Session Poster 3: Higher-Order Interactions / Mobility And Networks / Urban Systems (Coffee Break)
1

Modeling traffic congestion spreading using a topology-based SIR epidemic model
2

Optimising Urban Electric Vehicle Charging Infrastructure: A Spatial Modelling Approach for Fleet Operators with Case Studies in Mumbai and Delhi
3

Road network and its impact on urban socio-ecological systems: A network perspective
4

Complex Network Analysis as a Tool for Road Maintenance Management
5

Urban borderland explored by the mobility divergence
6

Socioeconomic and Structural Analysis of Mobility Networks in Greater Mexico City
7

Enhanced Vehicle Routing Algorithm for Reinforcement Learning Using Artificial Potentials for Multi-Objective Logistic Network
8

Democracy in the Diaspora: The Role of Politics in Migration Networks
9

Data-Driven Resilience Analysis of the Italian Road Network Using Complex Weighted Graph Theory
10

Higher-order Granger reservoir computing for network dynamical systems
11

Hypergraphs, percolation and hierarchical clustering
12

A spatial hypergraph model where epidemic spread demonstrates clear higher-order effects
13

Hypergraphs beyond directedness: heterogeneity and spectral centralities
14

Homophily Analysis of Higher-Order Interactions of POIs Based on People Flow Predictability from WiFi Data
15

A Higher-Order Network Model for Quantitative Music Analysis
16

HypergraphRepository: A Community-driven and Interactive Hypernetwork Data Collection
17

Generalizing Local Pattern Mining on Attributed Graphs using Simplicial Complex Abstraction
18

Investigating the Potential of Higher-Order Temporal Networks to Advance Learning Analytics
19

Synchronisation in Higher Order Network of Simplicial Complexes
20

A study on higher-order interactions in unweighted, undirected networks using persistent homology

11:30-13:15 Session Oral 4A: Information Spreading In Social Media

Chair: Luca Maria Aiello

11:30

Story Arcs, Success and Diffusion of Turkish TV Dramas
11:45

Dynamics of temporal influence on polarised social networks
12:00

A Unified Mean-Field Description for Discrete Opinion Dynamics Models
12:15

Decoding Political Polarization in Social Media Interactions
12:30

Early Warnings: Forecasting Edits and Disputes on Wikipedia Armed Conflict Pages
12:45

Resolving the Social Dilemma in Security Adoption through Altruism, Bounded Rationality, and Network Dynamics
13:00

The Dynamics of Innovation in Decentralized Software Ecosystems

11:30-13:15 Session Oral 4B: Diffusion & Epidemics

Chair: Gesine Reinert
11:30

Fractional derivative in Markovian epidemics on networks: a novel microscopic description
11:45

The impact of heterogeneity on epidemics: Insights from a modified SIR model
12:00

The Firefighter game with state-varying cost functions
12:15

Optimal intervention campaign to combat anti-vaccine social contagion and contain epidemic spread
12:45

Breaking the Chain: How Selective Contact Reduction Shapes Disease Dynamics in Adaptive Social Networks
12:45

Combating Toxicity: A Systematic Approach to Model Quarantine Intervention for Varied Toxicity Levels
13:00

Weak and Strong Homophily in Networks

11:30-13:15 Session Oral 4C: Community Structure

Chair: Charo Del Genio
11:30

Improved Community Detection using Stochastic Block Models
11:45

A Knowledge graph for monitoring and controlling public policies
12:00

High-Performance Implementation of Louvain Algorithm with Representational Optimizations
12:15

Entropy-Based Attack on Community Detection in Directed Networks
12:30

Inverse percolation and network models breakdown for the study of a tumor microenvironment
12:45

A novel portfolio construction strategy based on the core-periphery profile of stocks
13:00

Epidemic spreading in group-structured populations

13:15-14:30 Lunch

Day 2 - Afternoon (14:30 - 19:20) -Wed, 11 Dec


11 December, 2024

14:30-16:00 Session Oral 5A: Social Networks

Chair: Başak Taraktaş

14:30

Consensus in Models for Opinion Dynamics with Generalized-Bias
14:45

The Impact of Network Structure on the Performance of Estimators of Linear Network Autocorrelation Models
15:00

An SDP Formulation for Minimizing p-th Order Controversy with Unknown Initial Opinions
15:15

Analyzing the Main Polarization Forces in Multipolar Social Systems
15:30

Algorithmic Influence on Conflict and Cooperation in Digital Communities
15:45

The association of prescriber prominence in a shared-patient physician network with their patients receipt of risky drug combinations

14:30-16:00 Session Oral 5B: Network Analysis

Chair: Giancarlo Ruffo

14:30

Network-based Anomaly Detection in Waste Transportation Data
14:45

Exploring Consumer Bias Patterns in Fashion E-Commerce through LLM-Based Sentiment and Network Analysis
15:00

Emergence of Nestedness in the Public Internet Peering Ecosystem
15:15

Complex network characteristics of selected Chinese literary texts
15:30

Studying word-adjacency networks with multifractal time series analysis
15:45

Cell signaling characterization for spatial transcriptomics (ST) data using network analysis

14:30-16:00 Session Oral 5C: Biological Networks

Chair: Luis Rocha

14:30

SimNetX: Interactive support for biomedical data analysis using patient similarity networks
14:45

HHIP’s Dynamic Role in Epithelial Wound Healing Reveals a Potential Mechanism of COPD Susceptibility
15:00

Structural Asymmetries in PPI Networks as a Tool to Improve the Detection of Protein Complexes
15:15

NEUROMORPHIC DENDRITIC NETWORK COMPUTATION WITH SILENT SYNAPSES FOR VISUAL MOTION PERCEPTION
15:30

Predicting the Impact of Gene Mutations using Supervised Learning Models
15:45

Focused digital cohort selection from social media using the metric backbone of biomedical knowledge graphs

16:00-16:35 Session Poster 4: Machine Learning & Networks / Information Spreading In Social Media (Coffee Break)
1

Using meso-structural graph properties to characterize the diffusion of harmful beliefs on Telegram
2

Modeling Toxicity Propagation on Reddit using Epidemiology
3

Characterize Fake News Diffusion Patterns Using Temporal Logic Rules
4

Post-hoc Evaluation of Nodes Influence in Information Cascades: The Case of Coordinated Accounts
5

Tracking Narrative Dynamics Using Churn Management on Social Networks
6

Anomalous Channel Detection for YouTube through Label Propagation
7

Truth contagion through social networks: How conceptions of honesty communicated by politicians affect public acceptance of misinformation and democratic norm violations.
8

A Comparative Study of Neural Network Pruning Strategies for AI Deployment on Edge Devices
9

Sparsity in Graph Neural Networks: Bridging Machine Learning and Network Science
10

Bayesian Network Enhancement for Robust Graph Machine Learning
11

Public Procurement Collusion Identification based on GraphSAGE Algorithm
12

GNN Node Classification Using Koopman Operator Theory on GPU
13

Spectral Theory for Edge Pruning in Asynchronous Recurrent Graph Neural Networks
14

AI-Powered Industrial Fault Detection and Diagnosis with Self-Supervised Prediction Contrast Time Frequency
15

Reconstructing speech features of Automatic Speech Recognition systems in Federated Learning by Gradient descent
16

Visual Point Cloud Quality Assessment using Graph Attention Network
17

Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis
18

Determining motif explanations for learning on graphs
19

Evaluating LLM-Driven Knowledge Graph Construction: A Multi-Metric Approach Addressing Hallucination and Omission
20

Paqarin: A Synthetic Time Series Generation Package

16:35-17:20 Keynote Speaker 4: Filippo Menczer - AI and Social Media Manipulation: The Good, the Bad, and the Ugly

Chair: Onur Varol

17:20-19:20 Session Oral 6A: Networks In Finance & Economics

Chair: Franco Ruzzenenti

17:20

Causality Network for Inflation in Turkey
17:35

PageRank-based Unsupervised Deep Vertex Representations for Anti-Money Laundering Detection
17:50

Does good news about firms boost the stock prices of their suppliers and customers?
18:05

Decoding Decentralized Finance Transactions through Ego Network Motif Mining
18:20

Analysis of Cross-Shareholding Network of Japanese Listed Companies
18:35

Inside Alameda Research: A Multi-Token Network Analysis
18:50

Reducing Systemic and Portfolio Risks in Stock Market with Guided Network Topology
19:05

Modeling Repayment Capacity under Inflationary Pressures: Insights from applying the DSTI Gap as an Analytical Tool within an Agent-Based Framework

17:20-19:20 Session Oral 6B: Mobility And Networks

Chair: Ronaldo Menezes

17:20

Unraveling The Legal Dynamics: A Network Analysis of Legal Status Transitions Among Migrants and Refugees in Austria
17:35

A proposal for an entropy based approach to data driven models for urban mobility
17:50

Kernel-based Recovery of Traffic Graph Signals on Urban Networks
18:05

Resilience and Disruption in Mexico's Intermunicipal Mobility Network: A Component Decomposition Approach
18:20

Information transfer in mobility networks
18:35

The Impact of Economic Factors on Brain Circulation Patterns
18:50

Physical Activity and Mental Health: A Comparative Analysis Across Age Groups Using Complex Networks
19:05

Dynamic pricing for a technician network route planning in the sharing economy model

17:20-19:20 Session Oral 6C: Network Analysis

Chair: Anthony Bonato

17:20

Dynamics in Group Size and Fitness Consequences in a Population of Free-Ranging House Mice
17:35

Estimating nodal spreading influence using partially observed temporal network
17:50

The Impact Factor Game: an agent-based model exploring the influence of self-citations on editorial decisions and impact metrics
18:05

Examination of the Effects of the 2023 Kahramanmaras Earthquakes on the Manufacturing Industry Supply Chain
18:20

Stochastic Approximation of Network Reliability
18:35

Sublinear Cuts are the Exception in BDF-GIRGs
18:50

FlowSeries: Anomaly Detection in Financial Transaction Flows
19:05

An IoT system for Continuous Fall Risk Screening at Home with Millimetre-Wave Radar

Day 3 - Morning (9:30 - 13:15) - Thurs, 12 Dec


12 December, 2024

9:30-10:15 Keynote Speaker 5: Frank Emmert Streib - From Digital Twins to Complexity Data Science

Chair: Pawel Pralat

10:15-10:55 Session Lightning 3: Machine Learning & Networks / Human Behavior

Chair: Akrati Saxena

10:15

Enhancing Multilingual Fake News Detection through LLM-Based Data Augmentation
10:20

Predicting Interactions in the Weapons of Mass Destruction Knowledge Graphs
10:25

Explainable AI for COVID-19 prediction: A Multi-layer Graph Attention Fusion Network
10:30

Beyond Subjects: A Multilayer Network Perspective on Key Competencies in Spanish Secondary Education
10:35

Who are your collaborators? Uncovering collaboration patterns in science
10:40

Whose Voice Matters? Authority and Influence in the Italian Twitter Debates on Covid-19
10:45

Weakly Supervised Contrastive Representation Learning To Encode Narrative Viewpoint of COVID-19 Tweets

10:55-11:30 Session Poster 5: Biological Networks / Networks In Finance & Economics / Community Structure (Coffee Break)
1

Class Dominancy Profiles in Multi-class and Multi-cluster Similarity Networks
2

A physiologically-grounded, computationally-efficient model of the human hippocampus
3

Investigating degrees of freedom in the human musculoskeletal system as a hypergraph
4

COMPUTATION OF CYCLES AND STABLE STATES OF A BIOLOGICAL REGULATORY NETWORK USING COUNTER EXAMPLE BASED APPROACH
5

Bridging the Gender Divide: Leadership and Gender Dynamics in Economics Research
6

Input-Output Network Analysis of the Italian Economy Using Graph Databases: A Case Study
7

Modeling Arterial and Venous Flows in Japanese Supply Chain: A Network-Based Approach to the Circular Economy
8

What is the Effect of Brexit on the European Production Network? From the Perspective of Risk Exposure of Industrial Chain
9

Impact of Multilateral Trade Agreements on the Import Dependency of Major Provinces in China
10

Mapping Hong Kong's Financial Ecosystem: A Network Analysis of the SFC's Licensed Professionals and Institutions
11

Product Laundering Observed in Trade Networks at the Transaction Level
12

Community discovery by persistent clustering
13

A method for the detection of communities in higher order networks
14

Constructing Telegram Channels Digital Profiles
15

Fair-mod: Fair Modular Community Detection
16

Branching Out: How Academic Genealogy Networks Shape Academic Groups
17

Examining Different Research Communities: Authorship Network
18

Community-Aware Node Ranking in Complex Networks
19

Impact of Diffusion Dynamics on Community-Aware Centrality Measures
20

Component Structure-Driven Centrality Ranking for Diffusion Management in Complex Networks

11:30-13:15 Session Oral 7A: Structural Network Measures

Chair: Lorenzo Zino

11:30

{Topological Data Features vs Structural Features in Drug Interactions
11:45

Exploiting Vertex-Cut Partitioning in Distributed Graph Generation
12:00

Flow-Model Capacity for Large Scale Quantum Complex Networks
12:15

Lower Bound on Vertex Cover Number in Power Law Graphs
12:30

Optimal Uniform Shortest Path Sampling through Random Walk
12:45

Clustering properties and cost-efficiency of random plane spanner networks
13:00

Elucidation of the relationship between the box and cluster dimensions using a small-world fractal tree model

11:30-13:15 Session Oral 7B: Human Behavior

Chair: Dino Carpentras

11:30

Improving Accuracy of Image Geolocalization Based on Region Segmentation Using Proximity Graph Partitioning
11:45

Studying attitude networks with ResIN to understand collective behavior
12:00

Kludge dynamics and the evolution of legal complexity
12:15

Modeling Classroom Dialogue Patterns Using Temporal Turn-taking Networks
12:30

Unsupervised pattern and outlier detection for pedestrian trajectories using diffusion maps
13:00

Extracting Urban Lifestyles Through Detailed Large-scale Purchase Records
13:30

Revealing Urban Socioeconomic Disparities through the Prism of Commute Networks

11:30-13:15 Session Oral 7C: Brain Networks

Chair: Carlo Vittorio Cannistraci

11:30

Multilayer network inference via redundancy removal: linking the exposome to multiomics in human health
11:45

RedKinNet: Node Centrality-Driven Kinship Matrix Reduction
12:00

Comparison of local and global weight distributions of large connectomes
12:15

A computational model of connectomic differences in premature infant brains
12:30

Investigating the Impact of Menstrual Cycle Phases on Brain Network Communicability
12:45

Understanding the Importance of Brain Subnetworks with Shapley Values During Narrative Processing
13:00

Detection of local connectivity perturbations of brain networks on a latent hyperbolic space

13:15-14:30 Lunch

Day 3 - Afternoon (14:30 - 18:15) -Thurs, 12 Dec


12 December, 2024

14:30-16:00 Session Oral 8A: Social Networks

Chair: Alessandro Galeazzi 

14:30

Estimation of Social Influence Networks among Customers in a Retail Store Considering Visit Pattern
14:45

The Digital Communication Networks of the Irish Offshore Wind Energy Sector
15:00

The Structure of Informal Support in the Production of Scientific Knowledge
15:15

Activity Constraints as a Mechanism for Non-scale-free Social Networks
15:30

Investigating Echo-chambers in Decentralized Social Networks: A Mastodon Case Study
15:45

SGCN-SRec: Sentiment-based Graph Convolutional Neural Networks for Enhanced Social Recommendations

14:30-16:00 Session Oral 8B: Network Embedding

Chair: Wissem Inoubli

14:30

Topological Network Alignment using Self-Supervised Siamese Model
14:45

Empirical Analysis of Knowledge Graph Representation Learning Techniques
15:00

Learning Structural Representations of Nodes in Weighted Networks
15:15

Local Intrinsic Dimensionality for Dynamic Graph Embeddings
15:30

Deep Learning based Link Prediction for Minimizing Maximum Betweenness
15:45

DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction

14:30-16:00 Session Oral 8C: Network Analysis

Chair: Maria Letizia Bertotti

14:30

Network analysis using Krylov subspace trajectories
14:45

Percolation and localisation: Sub-leading eigenvalues of the nonbacktracking matrix
15:00

Next Higher Point: two Novel Approaches for Computing Natural Visibility Graphs
15:15

Preserving spreading dynamics and centrality ranks with distance backbone synthesis of social contact networks
15:30

Implementation of Wireshark Custom Dissector for LLDP Frames
15:45

Harmony in Diagnosis: Exploring Consensus and Variability in Clinical Judgement

16:00-16:30 Coffee Break

16:30-18:30 Session Oral 9A: Machine Learning & Networks / Network Analysis

Chair: Milos Kudelka

16:30

Graph Data Science for Bibliographic Data: A Case of Migration Studies Data
16:45

Towards Bridging Research Gaps in Citation Networks with Recommender Systems
17:00

Suspense and surprise in technological innovation
17:15

You Can Spread But You Cannot Hide: Discovering Accurate Multi-Modal Deep Fusion Models for Fake News Detection
17:30

Incorporating Multi-Scale Temporal Dynamics into Graph-Based Recommender Systems
17:45

LLMs hallucinate graphs too: a structural perspective

16:30-18:30 Session Oral 9B: Higher-Order Interactions

Chair: Fintan Mc Gee

16:30

Inference and visualization of community structure in grant collaboration hypergraphs
16:45

Information Diffusion Backbone of Higher-order Temporal Networks
17:00

Multiway Alignment of Political Attitudes
17:15

Estimating hyperedge size distribution via random walk on hypergraphs
17:30

Higher-order structural similarity between complex networks
17:45

Exploiting the geometry of heterogeneous networks: A case study of the Indian stock market

16:30-18:30 Session Oral 9C: Machine Learning & Networks / Urban Systems

Chair: Maribel Hernández-Rosales

16:30

A Complex Networks Approach to Evaluate the 15-Minute City Paradigm and Urban Segregation at Different Scales
16:45

Complex Pathways in Urban Transportation Systems: A Higher-Order Network Analysis of Sioux Falls
17:00

Natural Language Interface for Urban Network Analytics
17:15

HARNESSING FIRM SIMILARITIES WITH GRAPH NEURAL NETWORKS FOR SUPERIOR STOCK PREDICTIONS
17:30

Training Deterministic and Stochastic Continuous Hopfield Networks for Image Classification
17:45

Avalanche Entropy as an Information-Theoretic approach to Analyze the Effect of Cascading Failures in a Multiplex Transportation Network
18:00

Greedy Navigation Entropies in Hyperbolic Complex Networks

THE INTERNATIONAL CONFERENCE ON COMPLEX NETWORKS
AND THEIR APPLICATIONS