Knowledge-Decks: Automatically Generating Presentation Slide Decks of Visual Analytics Knowledge Discovery Applications

no code implementations • 2 Dec 2022 • Leonardo Christino, Taylor Hill, Fernando Paulovich

Experts scrutinized and confirmed the usefulness of our automated process for using the slide decks to disclose knowledge discovery paths to others and to verify whether the VA tools themselves were effective.

Active learning for medical code assignment

no code implementations • 12 Apr 2021 • Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando Paulovich, Evangelos Milios

Machine Learning (ML) is widely used to automatically extract meaningful information from Electronic Health Records (EHR) to support operational, clinical, and financial decision-making.

Active Learning Decision Making +4

Visual Feature Fusion and its Application to Support Unsupervised Clustering Tasks

no code implementations • 16 Jan 2019 • Gladys Hilasaca, Fernando Paulovich

On visual analytics applications, the concept of putting the user on the loop refers to the ability to replace heuristics by user knowledge on machine learning and data mining tasks.

BIG-bench Machine Learning Clustering +1