CS224W:
Analysis of Networks
Autumn 2017
Class Projects 2017
- Community Structures in Trade Flow
- Probabilistic Influence Model on Social Network
- Modeling Early Stem-Cell Fate Declaration Using Single-Cell Gene Expression Data
- Analyzing Chess Results Network
- Community Detection via Discriminant Functions for Random Walks in the Degree-Corrected Stochastic Block Model
- Bike Network Flow Prediction
- Structure and Evolution of Bitcoin Transaction Network
- Amazon Toy Products Network Analysis
- Strongly Connected Components in Graph Streams
- Development and Comparison of Tissue-Specific Causal Gene Regulatory Networks
- Traffic Flow Analysis Using Uber Movement Data
- Analysis of Professional Cycling Results as a Predictor for Future Success
- Modeling Language Games
- An Analysis of Reputation: Currency of the Stack Exchange Network
- Revisiting Models of Influence Spread in Social Networks
- Partition: a Greedy Repartitioning System for Distributed Graphs
- A Better Way to Recommend Educational Content
- The Propagation of Lies: Impeding the Spread of Misinformation by Identifying and Invading Echo Chambers in Networks
- Paranoid Android: Android Malware Classification Using Supervised Learning on Call Graphs
- Genre in Semantic Networks: A Study of the Lexicon of News Articles
- An Efficient Algorithm for Local Higher-Order Community Detection
- Modeling Innovation Diffusion in an Online Tutoring Network
- Quality Sorting Model of Network Information
- A Model for Treatment Effect Estimation for Randomized Experiments on Networks
- Understanding the Dynamics of Contemporary Political Polarization through Agent-Based Models
- Using Wikipedia Pages Traffic Data to Infer Pertinence of Links
- Influence Maximization in Location Based Social Networks
- Analyzing the Social Networks in Stanford's CS106A
- Flickr: Predicting Top Photo Categories For a Location
- Internal Link Prediction in Early State Using External Network
- Uncovering the Global Terrorism Terrorism Network
- Modeling Movie Character Networks with Random Graphs
- Predicting Yelp Start Reviews based on Network Structure with Deep Learning
- Cooking up Food Embeddings: Understanding Flavors in the Recipe-Ingredient Graph
- Question Recommendation on the Stack Overflow Network
- Genetic Algorithm Approach to Optimizing the Air Traffic Network during Spatial Hazards
- Shilling Protection Using Network Topology Methods
- Evaluating Network Embeddings: Node2Vec vs Spectral Clustering vs GCN
- Identifying Important Entities in a Protein-Protein Interaction Network Using Topological Graph Features
- Patent Co-Authorship Network Analysis
- Graph Convolutional Networks to Explore Drug and Disease Relationships in Biological Networks
- Vulnerability in Public Transportation Networks
- Supervised Link Prediction with Path Scores
- Network Analysis of Disease Modules Using Protein-Based Interaction
- Clustering-Based Scalable Evolving Graphs for Vehicular Ad Hoc Networks
- A Linear Regression Model for Decentralized Search
- Network Analysis of Convolutional Neural Networks' Weights on Images
- Predicting the Spread of the CS Major at Stanford
- Analyzing Structural and Symmetrical Properties of C. Elegans Neural Network
- Predicting Yelp Reviews
- Community Detection and Link Prediction for Visual Genome Image Object-to-Object Relationships
- Giving Gold: Understanding Appreciation in Reddit Communities
- Characterization and Time-Series Prediction of Alternative News Propagation
- Analyzing the Temporal Effects of Elite Membership on the Yelp Network
- Measuring External Stress in Political Committee Networks
- Towards Mitigating Bias in Online Reviews: An Application to Amazon.com
- Trust in Bitcoin Exchange Networks
- Graph-Based Recommendation Systems: Comparison Analysis between Traditional Clustering Techniques and Neural Embedding
- Applying Link Prediction to Recommendation Systems for Amazon Products
- Forecasting Ratings and Review Counts for Yelp Businesses
- A Network Model for Reddit Post Virality Prediction
- User Categorization and Community Detection in Bitcoin Network
- Categorizing Short Texts: A Comparison of Network Theory and Neural Network Approaches
- Offline Detection of Influential Bitcoin Users
- Predicting Bitcoin Transactions with Network Analysis
- Recommending Related YouTube Videos
- Network Analysis of Weighted Signed Bitcoin Networks
- How a Network Evolves over Time
- Exploring Graph-Based Approaches for Non-Binary Rating Prediction
- Analysis of the Pinterest Dataset over Time: Prediction of New Linkages in the Graph
- Disease Protein Prediction with Graph Convolutional Networks
- Learning Fair Graph Representations
- Modeling the Evolution of the Global Migration Network
- Measuring Properties of Dynamic Customer-Supplier Networks
- Community Detection Using Graph Structure and Semantic Understanding of Text
- Link Weight Prediction in Signed Networks
- Disease Protein Pathway Discovery Using Higher-Order Network Structures
- Relating Individual Characteristics to Resting State of fMRI Networks
- Link-Based Character Classification and Genre Prediction in Movie Networks
- Studying Efficacy of Drug Repurposing Using Biological Networks
- The Interaction-Interaction Model for Disease Protein Discovery
- Cascading Behavior of Delay in Dutch Train Transportation: Network Patterns and a Model
- External Influence on Bitcoin Trust Network Structure
- Temporal Evolution of Weighted Signed Networks
- Cointopia: Blockchain analysis Using Online Forums
- Player Centrality on NBA Teams
- An Comparative Evaluation of Graph Metrics in Measuring the Resilience of Telecommunications Backbone Networks
- The Network Analysis in the Funding of the Financial System
- Recognizing Multidisciplinary Work on arXiv
- Characterizing and Predicting Long-Term Emotion in Reddit Comments