Guiding Scientific Discovery with Explanations Using DEMUD. - Kiri L. Wagstaff; Nina L. Lanza; David R. Thompson 001; Thomas G. Dietterich; Martha S. Gilmore (AAAI, 2013)

Discovering compositional trends in Mars rock targets from ChemCam spectroscopy and remote imaging. - Diane Oyen; Nina Lanza; Reid B. Porter (AIPR, 2015)

Creating a Mars Target Encyclopedia by Extracting Information from the Planetary Science Literature. - Kiri L. Wagstaff; Ellen Riloff; Nina L. Lanza; Chris A. Mattmann; Paul M. Ramirez (AAAI Workshop: Knowledge Extraction from Text, 2016)

Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature. - Kiri L. Wagstaff; Raymond Francis; Thamme Gowda; You Lu; Ellen Riloff; Karanjeet Singh 002; Nina L. Lanza (AAAI, 2018)

Learning Diverse Gaussian Graphical Models and Interpreting Edges. - Roozbeh Yousefzadeh; Diane Oyen; Nina Lanza (SDM, 2019)

Deep Spectral CNN for Laser Induced Breakdown Spectroscopy. - Juan Castorena; Diane Oyen; Ann Ollila; Carey Legget; Nina Lanza (CoRR, 2020)

Long-Distance 3D Reconstructions Using Photogrammetry with Curiosity's ChemCam Remote Micro-Imager in Gale Crater (Mars). - Gwénaël Caravaca; Stéphane Le Mouélic; William Rapin; Gilles Dromart; Olivier Gasnault; Amaury Fau; Horton E. Newsom; Nicolas Mangold; Laetitia Le Deit; Sylvestre Maurice; Roger C. Wiens; Nina L. Lanza (Remote. Sens., 2021)

Optimized Martian Dust Displacement Detection Using Explainable Machine Learning. - Ana Lomashvili; Kristin Rammelkamp; Olivier Gasnault; Protim Bhattacharjee; Elise Clavé; Christoph H. Egerland; Susanne Schröder; Begüm Demir; Nina L. Lanza (CVPR Workshops, 2024)