/HPML

This repository hold all experiments conducted during my PhD (2019-2023). HPML means "Hybrid Partitions for Multi-Label Classification". SET-UP-1

GNU General Public License v3.0GPL-3.0

HPML: HYBRID PARTITIONS FOR MULTI-LABEL CLASSIFICATION

This repository hold all material developed during my PhD (2019-2023).

PHD MANUSCRIPT

- Qualification

a) Download Manuscript - PtBr

b) Download Presentation - PtBr

c) Video on Youtube - PtBr

- Defense

a) Download Manuscript - PtBr

b) Download Presentation - PtBr

c) Video on Youtube - PtBr

PUBLISHED PAPER

BRACIS 2023

IJCNN 2021

EPPC 2020

EXPERIMENTS AND RESULTS

Experiment 1: HPML.A.c

Experiment 2: EXAUSTIVE-ORACLE

Experiment 3: COMMUNITIES

Experiment 4: CHAINS

PLOT HYBRID PARTITIONS

A code to plot the hybrid partitions. You can use this code to plot any label partition. It is very useful to visualize the label clusters, which differ from the instance clusters. Plot HPML

Acknowledgment

  • This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.
  • This study was financed in part by the Conselho Nacional de Desenvolvimento Científico e Tecnológico - Brasil (CNPQ) - Process number 200371/2022-3.
  • The authors also thank the Brazilian research agencies FAPESP financial support.

Contact

elainececiliagatto@gmail.com

Links

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