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Hi there 🐛

banner that says Sadamori Kojaku - network science, science of science and graph embedding

I am an Assistant Professor at Binghamton University, working at the intersection of Network Science and Representation Learning.

See my profile at 👉 skojaku.github.io

Networks

code tags
Stacking model for link prediction #network-science/link-prediction
LFR network #network-science/community-detection
Element-centric similarity #network-science/community-detection
Planted partition model #network-science/community-detection
Statistical test for community detection #network-science/community-detection
Belief propagation algorithm #network-science/community-detection
Constructing networks from correlations #network-science/correlation-networks
Citation cartel detection #projects/citation-cartels
Core-periphery detection #projects/core-periphery
Long-term citation model #science-of-science #network-science/citation-dynamics
Disruption index #science-of-science #network-science/disruption-index
My collection of graph embedding #network-science/graph-embedding
residual2vec #network-science/graph-embedding
FastRP #network-science/graph-embedding

Machine Learning

code tags
Practical guide to sentence embedding #machine-learning/text-embedding
Multilabel classification algorithms based on k-nearest neighbor algorithms #machine-learning/classification
Birch algorithm based on cosine similarity #machine-learning/clustering

SADAMORI KOJAKU's Projects

airline-data icon airline-data

Scripts to automatically download and preprocess airline data for Infomap

cidre icon cidre

CIDRE: Detecting anomalous donors and recipients in directed weighted networks.

conda-auto-env icon conda-auto-env

Automatically activate a conda environment when entering a folder with an environment.yml file

config_corr icon config_corr

Configuration model for correlation/covariance matrices

emlens icon emlens

A lightweight toolbox for analyzing embedding space

ent2id icon ent2id

A lightweight program to map entities into id

ergm icon ergm

Exponential Random Graph Model with Negative Sampling Optimization

gp icon gp

Community detection algorithms and statistical significance tests

gravlearn icon gravlearn

Learning metric space using gravity-aware neural embeddings

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