Cristina Conati

5 papers · 2016–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

IJCAI (3) MLHC (2)

Top co-authors

Giuseppe Carenini (2) Elisabeth Andre (2) Sébastien Lallé (2) Tobias Huber (1) Sally Newton-Mason (1) Oswald Barral (1) Ruben Schlagowski (1) Rebekah L. Waikel (1) Silvan Mertes (1) Thomas Soroski (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI · Artificial Intelligence (3) Core Methods (3) Computer Vision (1) Deep Learning (1) Core AI · Computer Vision (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

eye tracking (2) explainable ai (2) multimodal learning (1) interpretable machine learning (1) feature importance (1) speech analysis (1) user modeling (1) alzheimer disease (1) medical classification (1) generative adversarial network (1) image classifier (1) counterfactual explanation (1) saliency method (1) alterfactual explanation (1) cognitive abilities (1) adaptive visualization (1) transfer learning (1) facial genetic syndrome (1) computer vision (1)

Papers

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers IJCAI 2024 Region-based Saliency Explanations on the Recognition of Facial Genetic Syndromes MLHC 2023 Non-Invasive Classification of Alzheimer’s Disease Using Eye Tracking and Language MLHC 2020 Further Results on Predicting Cognitive Abilities for Adaptive Visualizations IJCAI 2017 Predicting Confusion in Information Visualization from Eye Tracking and Interaction Data IJCAI 2016