Provenance documentation to enable explainable and trustworthy AI: A literature review

A Kale, T Nguyen, FC Harris Jr, C Li, J Zhang… - Data Intelligence, 2023 - direct.mit.edu
Recently artificial intelligence (AI) and machine learning (ML) models have demonstrated
remarkable progress with applications developed in various domains. It is also increasingly …

Feature extraction from faces using deformable templates

AL Yuille, PW Hallinan, DS Cohen - International journal of computer …, 1992 - Springer
We propose a method for detecting and describing features of faces using deformable
templates. The feature of interest, an eye for example, is described by a parameterized …

A survey on collecting, managing, and analyzing provenance from scripts

JF Pimentel, J Freire, L Murta… - ACM Computing Surveys …, 2019 - dl.acm.org
Scripts are widely used to design and run scientific experiments. Scripting languages are
easy to learn and use, and they allow complex tasks to be specified and executed in fewer …

Provenance analytics for workflow-based computational experiments: A survey

W Oliveira, DD Oliveira, V Braganholo - ACM Computing Surveys (CSUR …, 2018 - dl.acm.org
Until not long ago, manually capturing and storing provenance from scientific experiments
were constant concerns for scientists. With the advent of computational experiments …

Visionary: a framework for analysis and visualization of provenance data

W de Oliveira, R Braga, JMN David, V Stroele… - … and Information Systems, 2022 - Springer
Provenance is recognized as a central challenge to establish the reliability and provide
security in computational systems. In scientific workflows, provenance is considered …

Encoding feature set information in heterogeneous graph neural networks for game provenance

S Melo, LF Bicalho, L Camacho de Oliveira Joia… - Applied …, 2023 - Springer
Game Provenance has been proposed and employed for Game Analytics tasks as they
capture game session data in detail and allow exploratory analysis and visualizations …

Prov-Dominoes: An approach for knowledge discovery from provenance data

V Alencar, T Kohwalter, V Braganholo… - Expert Systems with …, 2024 - Elsevier
Provenance has become increasingly relevant to understanding, auditing, and reproducing
computational tasks. The provenance analysis processes can often be overwhelming to the …

[HTML][HTML] Tracking provenance in clinical data warehouses for quality management

M Johns, L Baum, F Prasser - International Journal of Medical Informatics, 2025 - Elsevier
Introduction Data provenance, which documents the origin, history, and transformations of
data, can enhance the reproducibility of processing workflows and help to address errors …

Capturing game telemetry with provenance

TC Kohwalter, LGP Murta… - 2017 16th Brazilian …, 2017 - ieeexplore.ieee.org
The outcome of a game session is derived from a series of events, decisions, and
interactions that are made during the game. Many processes and techniques have been …

[PDF][PDF] Expressing FactDAG provenance with PROV-O

LC Gleim, L Tirpitz, J Pennekamp… - MEPDaW …, 2020 - publications.rwth-aachen.de
To foster data sharing and reuse across organizational boundaries, provenance tracking is
of vital importance for the establishment of trust and accountability, especially in industrial …