Publications

Jowaria Khan, Alexa Friedman, Sydney Evans, Rachel Klein, Runzi Wang, Katherine E. Manz, Kaley Beins, David Q. Andrews, Elizabeth Bondi-Kelly (2026). FOCUS on Contamination: Hydrology-Informed Noise-Aware Learning for Geospatial PFAS Mapping. In ICLR ML4RS.

Jowaria Khan, Anindya Sarkar, Yevgeniy Vorobeychik (2025). Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery.

Jowaria Khan, David Andrews, Kaley Beins, Sydney Evans, Alexa Friedman, Elizabeth Bondi-Kelly (2024). AI-Driven Predictive Modeling of PFAS Contamination in Aquatic Ecosystems: Exploring A Geospatial Approach. In NeurIPS CCAI.

Susanne Gaube, Ekaterina Jussupow, Eesha Kokje, Jowaria Khan, Elizabeth Bondi-Kelly, Andreas Schicho, Felipe Campos Kitamura, Timo Koch, Timur Ezer, Jürgen Mottok (2024). Underreliance Harms Human-AI Collaboration More Than Overreliance in Medical Imaging.

Diaa Addeen Abuhani, Maya Haj Hussain, Jowaria Khan, Mohamed ElMohandes, Imran Zualkernan (2023). Crop and Weed Detection in Sunflower and Sugarbeet fields Using Single Shot Detectors. In IEEE COINS.

Maya Haj Hussain, Diaa Addeen Abuhani, Jowaria Khan, Mohamed ElMohandes, Imran Zualkernan, Tarig Ali (2023). A Light-weight Cropland Mapping Model Using Satellite Imagery. In MDPI Sensors.

Diaa Addeen Abuhani, Jowaria Khan, Hana Sulieman (2023). Detecting Vitamin A Deficiency in Schoolchildren Using an Enhanced Explainable Machine Learning Model. In IEEE ASET.

Imran Zualkernan, Diaa Addeen Abuhani, Maya Haj Hussain, Jowaria Khan, Mohamed ElMohandes (2023). Machine Learning for Precision Agriculture Using Imagery from Unmanned Aerial Vehicles (UAVs): A Survey. In MDPI Sensors.

Nadeen Ahmed, Jowaria Khan, Nouran Sheta, Rahma Tarek, Imran Zualkernan, Fadi Aloul (2022). Detecting Replay Attack on Voice-Controlled Systems using Small Neural Networks. In IEEE RTSI.