linghaol / CommunityDetection-Spark-AWS
A Spark application, written in Python, to figure out strongly connected components with Bi-directional Label Propagation algorithm. This project implemented an 1.3GB Twitter network dataset on AWS EMR cluster.
☆10Updated 5 years ago
Alternatives and similar repositories for CommunityDetection-Spark-AWS:
Users that are interested in CommunityDetection-Spark-AWS are comparing it to the libraries listed below
- 标签传播算法☆11Updated 6 years ago
- Label-Propagation-Algorithm Python-Implementation☆29Updated 10 years ago
- Speaker-listener Label Propagation Algorithm Implemented in Python☆15Updated 11 years ago
- An implementation of label propagation from the paper "Learning from labeled and unlabeled data with label propagation"☆20Updated 9 years ago
- Catching Synchronized Behavior in Large Directed Graphs (KDD 2014)☆22Updated 10 years ago
- Community Detection for Twitter follower network of 40 million users using mapreduce☆16Updated 14 years ago
- M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees (ECML/PKDD'16 & TKDD'18)☆27Updated 5 months ago
- KDD Course Project - Implementation of Community Detection Algorithms and Evaluations and Some Datasets (港科博一时候KDD课程作业) - by Shixuan Sun …☆43Updated 6 years ago
- [UNMAINTAINED] 基于PySpark与MySQL的复杂网络链路预测。☆22Updated 7 years ago
- A fast algorithm to find communities in large network☆27Updated 7 years ago
- Implements of community detection algorithms☆361Updated 6 years ago
- Who Stole the Postage? Fraud Detection in Return-Freight Insurance Claims☆20Updated 6 years ago
- LEMON: A local algorithm for fast, high-precision overlapping community detection☆54Updated 7 years ago
- Label Informed Attributed Network Embedding, WSDM 2017☆37Updated 5 years ago
- HoloScope: Topology-and-Spike Aware Fraud Detection☆53Updated 3 years ago
- Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach☆10Updated 8 years ago
- Community detection using attribute and structural similarities.☆14Updated 6 years ago
- Community mining with Speaker-Listener Label Propagation Algorithm (SLPA) for networkx graphs☆27Updated 3 years ago
- Community detection and LDA using Apache Spark and Cassandra☆9Updated 3 years ago
- A Python implementation of the Louvain method to find communities in large networks☆113Updated 6 years ago
- Codes for paper "An Embedding Approach to Anomaly Detection."☆13Updated 6 years ago
- Run large scale tensor and coupled matrix-tensor factorization on top of stock Hadoop.☆18Updated 7 years ago
- A GraphX implementation of Louvain method for community detection. This project also showcases the fact that you don't need to setup a cl…☆38Updated 6 years ago
- The resources for IPE model : Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.☆18Updated 2 years ago
- CPU-based multi-thread implementation of Task-guided and Path-augmented Heterogeneous Network Embedding☆17Updated 7 years ago
- Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding☆14Updated 7 years ago
- D-Cube: Dense-Block Detection in Terabyte-Scale Tensors (WSDM'17 & Frontiers in Big Data'21)☆32Updated 5 months ago
- Implementing three algorithms : HITS, PageRank and SimRank.☆23Updated 10 years ago
- Implementation of ComE algorithm☆59Updated 2 years ago
- Distributed implementation of DeepWalk on Apache Spark☆14Updated 7 years ago