Graph Theory Courses

Devoxx

Cypher Sleuthing - Tips and Tricks for Querying a Graph Database

Explore graph database querying techniques, Cypher language essentials, and APOC library usage to optimize performance and avoid common pitfalls in graph data manipulation.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

Devoxx

Java on ARM - Theory, Applications and Workloads

Explore Java on ARM processors: theory, applications, and workloads. Learn about ARM servers, Java ARM port features, and performance optimization for specific use cases.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

Devoxx

Java on ARM - Theory, Applications, and Workloads

Explore Java's performance on ARM processors, focusing on server applications, workload optimization, and recent improvements in the Java ARM port for cloud deployments.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

IEEE Signal Processing Society

Graph Signal Processing for Neuroimaging - When Anatomy Meets Activity

Explore brain imaging through graph signal processing, connecting anatomy and activity. Learn MRI techniques, brain graphs, and innovative analysis methods for neuroimaging data.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Robustness of Graph Neural Networks

Explore techniques to enhance robustness of Graph Neural Networks, including adaptive attacks, certificates, and collective reasoning. Learn strategies to improve model resilience in graph-based machine learning.

• YouTube
• 56 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Subgraph-Based Networks for Expressive, Efficient, and Domain-Independent Graph Learning

Explore advanced graph learning techniques using subgraph-based networks for expressive, efficient, and domain-independent applications in data science and signal processing.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

IEEE Signal Processing Society

Single View and Multiview Signed Graph Learning - Applications to Gene Regulatory Network Inference

Explore graph learning techniques for gene regulatory network inference, focusing on single-view and multi-view approaches, their applications, and computational challenges in bioinformatics.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Graph Constructions for Machine Learning Applications - New Insights and Algorithms

Explore graph constructions for machine learning, covering signal variation, sampling, and semisupervised learning. Gain insights into theoretical analysis and applications in deep learning geometry.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Graph Neural Networks Are Dynamic Programmers

Explore how Graph Neural Networks function as dynamic programmers, bridging classical algorithms with neural approaches for optimal path finding and algorithmic reasoning.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Modeling Physical Structure and Dynamics Using Graph-Based Machine Learning

Explore graph-based machine learning for modeling physical structures and dynamics, covering algorithms, architectures, simulations, and applications in various domains.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

BSidesLV

Building an Enterprise Security Knowledge Graph to Fuel Better Decisions, Faster

Explore enterprise security knowledge graphs for enhanced decision-making. Learn to leverage data connections, improve threat intelligence, and streamline security operations.

• YouTube
• 59 minutes
• On-Demand
• Conference Talk

BSidesLV

Advancing Internet Security Research with Big Data and Graph Databases

Explore innovative approaches to internet security research using big data and graph databases, focusing on data sources, prototypes, and research development pipelines.

• YouTube
• 14 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Personas and Behavioral Theories - A Case Study Using Self-Determination Theory to Construct Overweight Personas

Explore how Self-Determination Theory enhances persona creation for designing a digital weight loss coach, offering insights into user motivation and behavior change.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

IEEE

Dichotomy for Graph Homomorphisms with Complex Values on Bounded Degree Graphs

Explore complex-valued graph homomorphisms on bounded degree graphs, examining partition functions, dichotomy, and key theoretical concepts in computational complexity.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

BSidesLV

The Drunk Colonel and the Flipped Stone - Game Theory for a Defensive Strategic Advantage

Explore game theory's application in cybersecurity, focusing on strategic defense, resource allocation, and unpredictability to gain advantages against adversaries.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk