Timothy Elvira

13 papers B 1C 1Misc 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Embedding Provenance in Computer Vision Datasets with JSON-LD.
CoRR
Lynn Vonderhaar, Timothy Elvira, Tyler Thomas Procko, Omar Ochoa
2025 — conf
Creating Robust Data Sets for AI by Leveraging Ontological Structures.
ICSC
Lynn Vonderhaar, Timothy Elvira, Tyler Thomas Procko, Omar Ochoa
2025 Misc conf
Exploring Requirements Engineering for Machine Learning via a Product Case Study.
FLAIRS
Lynn Vonderhaar, Timothy Elvira, Juan Ortiz Couder, Omar Ochoa
2025 B conf
Generating and Verifying Synthetic Datasets with Requirements Engineering.
CAIN
Lynn Vonderhaar, Timothy Elvira, Omar Ochoa
2025 Misc conf
Measuring the Impact of Scene Level Objects: A Novel Method for Quantitative Explanations.
FLAIRS
Lynn Vonderhaar, Timothy Elvira, Omar Ochoa
2024 J jnl
Dawn of the dialogue: AI's leap from lab to living room.
Frontiers Artif. Intell.
Tyler Procko, Timothy Elvira, Omar Ochoa
2024 C conf
Exploring Testing Methods for Large Language Models.
ICMLA
Timothy Elvira, Tyler Thomas Procko, Lynn Vonderhaar, Omar Ochoa
2024 J jnl
Measuring the Impact of Scene Level Objects on Object Detection: Towards Quantitative Explanations of Detection Decisions.
CoRR
Lynn Vonder Haar, Timothy Elvira, Luke Newcomb, Omar Ochoa
2024 J jnl
Towards Robust Training Datasets for Machine Learning with Ontologies: A Case Study for Emergency Road Vehicle Detection.
CoRR
Lynn Vonderhaar, Timothy Elvira, Tyler Procko, Omar Ochoa
2023 J jnl
An analysis of explainability methods for convolutional neural networks.
Eng. Appl. Artif. Intell.
Lynn Vonder Haar, Timothy Elvira, Omar Ochoa
2023 — conf
Automatic Generation of BFO-Compliant Aristotelian Definitions in OWL Ontologies with GPT.
TransAI
Tyler Thomas Procko, Omar Ochoa, Timothy Elvira
2023 — conf
GPT-4: A Stochastic Parrot or Ontological Craftsman? Discovering Implicit Knowledge Structures in Large Language Models.
TransAI
Tyler Thomas Procko, Timothy Elvira, Omar Ochoa
2022 — conf
An Exploration of Explainable Machine Learning Using Semantic Web Technology.
ICSC
Tyler Procko, Timothy Elvira, Omar Ochoa, Nicholas Del Rio