Ana Lucic

Orcid: 0000-0002-5509-445X

According to our database1, Ana Lucic authored at least 35 papers between 2011 and 2024.

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Bibliography

2024
Aurora: A Foundation Model of the Atmosphere.
CoRR, 2024

Clifford-Steerable Convolutional Neural Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Semi-Supervised Object Detection in the Open World.
CoRR, 2023

2022
Explaining Predictions from Machine Learning Models: Algorithms, Users, and Pedagogy.
CoRR, 2022

Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users.
CoRR, 2022

Barriers to computer vision applications in pig production facilities.
Comput. Electron. Agric., 2022

Towards Reproducible Machine Learning Research in Information Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Song of (Dis)agreement: Evaluating the Evaluation of Explainable Artificial Intelligence in Natural Language Processing.
Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Towards Reproducible Machine Learning Research in Natural Language Processing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility.
CoRR, 2021

Order in the Court: Explainable AI Methods Prone to Disagreement.
CoRR, 2021

To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression Predictions.
CoRR, 2021

A Multistakeholder Approach Towards Evaluating AI Transparency Mechanisms.
CoRR, 2021

2020
Reading Chicago Reading: Quantitative Analysis of a Repeating Literary Program.
Digit. Humanit. Q., 2020

Why does my model fail?: contrastive local explanations for retail forecasting.
Proceedings of the FAT* '20: Conference on Fairness, 2020

2019
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval.
SIGIR Forum, 2019

Actionable Interpretability through Optimizable Counterfactual Explanations for Tree Ensembles.
CoRR, 2019

Contrastive Explanations for Large Errors in Retail Forecasting Predictions through Monte Carlo Simulations.
CoRR, 2019

Explaining Predictions from Tree-based Boosting Ensembles.
CoRR, 2019

Unsupervised Clustering with Smoothing for Detecting Paratext Boundaries in Scanned Documents.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

2017
Automatically identifying facet roles from comparative structures to support biomedical text summarization
PhD thesis, 2017

Circulation Modeling of Library Book Promotions.
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017

Real and Imagined Geography at City-Scale: Sentiment Analysis of Chicago's "One Book" Program.
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017

2016
Preparing a workforce to effectively reuse data.
Proceedings of the Creating Knowledge, Enhancing Lives through Information & Technology, 2016

Improving Endpoint Detection to Support Automated Systematic Reviews.
Proceedings of the AMIA 2016, 2016

2015
A syntactic characterization of authorship style surrounding proper names.
Digit. Scholarsh. Humanit., 2015

Automatic endpoint detection to support the systematic review process.
J. Biomed. Informatics, 2015

Learning user-defined, domain-specific relations: A situated case study and evaluation in plant science.
Proceedings of the Information Science with Impact: Research in and for the Community, 2015

2013
The University of Illinois' Graduate School of Library and Information Science at TREC 2013.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

2012
The University of Illinois' Graduate School of Library and Information Science at TREC 2012.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Characterizing Authorship Style Using Linguistic Features.
Proceedings of the 7th Annual International Conference of the Alliance of Digital Humanities Organizations, 2012

2011
Comparing the Similarities and Differences between Two Translations.
Proceedings of the 6th Annual International Conference of the Alliance of Digital Humanities Organizations, 2011


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