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Ramesh Paudel's Projects

2016-10-facebook-fact-check icon 2016-10-facebook-fact-check

Data and analysis for the BuzzFeed News article, "Hyperpartisan Facebook Pages Are Publishing False And Misleading Information At An Alarming Rate."

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

arga icon arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

cdg icon cdg

Change detection test on streams of attributed graphs.

deeptopologyclassification icon deeptopologyclassification

The code and datasets for the IEEE Big Data 2016 paper entitled - " Deep Topology Classification: A New Approach for Massive Graph Classification"

ds_dd icon ds_dd

Discriminative Subgraph-based Drift Detector in Graph Stream

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

glassdoor icon glassdoor

Prediction of job apply rate for user visiting glassdoor using several machine learning techniques. We achieved the precision of 87% using logistic regression.

graph_datasets icon graph_datasets

A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).

iotanomaly icon iotanomaly

Anomaly Detection in Network Traffic of IOT Devices

jstsp2015 icon jstsp2015

This is the code associated to the 2015 submission to JSTSP

linkcube icon linkcube

LINKCUBE: A Tool for Anomaly Detection in Social Network using GBAD

pikachu icon pikachu

PIKACHU: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection

plads icon plads

Pattern Learning and Anomaly Detection in Streams

planetoid icon planetoid

Semi-supervised learning with graph embeddings

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