label-correlations

There are 0 repository under label-correlations topic.

ECLARE
Extreme-classification / ECLARE
ECLARE: Extreme Classification with Label Graph Correlations
extreme-classification multi-label-classification label-text graph-correlation label-correlations gcn meta-data python machine-learning deeplearning eclare
Language:Python 41
chiennv2000 / LR-GCN
Label-Representative Graph Convolutional Network for Multi-Label Text Classification
gcn graph-convolutional-networks label-correlations multi-label multi-label-classification text-classification
Language:Python 13
cissagatto / Bracis2023
Repository of the paper "Community Detection Methods for Multi-Label Classification" publish in BRACIS 2023
clus clus-framework decision-trees label-clusters label-correlations label-partitioning multi-label-classification multi-label-partitions community-detection-method correlated-label-clusters
1
cissagatto / HPML
This repository hold all experiments conducted during my PhD (2019-2023). HPML means "Hybrid Partitions for Multi-Label Classification". SET-UP-1
clus community-detection-methods ecc hybrid-partitions label-correlations label-space multi-label multi-label-classification multi-label-partitions partitioning partitioning-label-space partitions random-partitions aglomerative-hierarchical-clustering correlations-between-labels exploring-label-correlations modeling-label-correlations self-organized-maps
1
cissagatto / HPML-J
This code is a part of my doctoral research at PPG-CC/DC/UFSCar. HPML-J is the name of the first experiment carried out: Hybrid Partitions for Multi-Label Classification with index Jaccard.
machine-learning multilabel-classification partitioning-label-space label-correlations
Language:R 1
ToineSayan / node-classification-and-label-dependencies
PyTorch implementation of 'How Graph Structure and Label Dependencies Contribute to Node Classification in a Large Network of Documents'
deep-learning gmnn gnn graph label-correlations pytorch research-paper graph-of-documents
Language:Python 0
cissagatto / Generate-Partitions-Communities
Generates hybrid partitions using community detection methods.
ensemble-of-classifier-chains label-correlations label-partitioning multilabel-classification multilabel-partitions multilabel-problem
Language:R
cissagatto / Generate-Partitions-Kohonen
This code is part of my PhD research. This code generate hybrid partitions using Kohonen to modeling the labels correlations, and HClust to partitioning the label space.
multilabel classification partitions kohonen hclust correlations multi-label-classification machine-learning multi-label-partitions som label-correlations
Language:R
cissagatto / HPML-Chains
This code is a part of my doctoral research at PPG-CC/DC/UFSCar in colaboration with Ku Leuven in Belgium.
classifier-chains ensemble java label-correlations label-space-partitioning machine-learning multi-label-classification r-language multi-label-clustering multi-label-partition multi-label-partitioning
MiLab-HITSZ / 2024XueSGCN
The code of SGCN for FMLC
federated-learning graph-convolutional-networks label-correlations multi-label-classification
Language:Python