2025
A Comprehensive Survey on Rare Event Prediction.
ACM Comput. Surv., March, 2025

Dynamic Multimodal Process Knowledge Graphs: A Neurosymbolic Framework for Compositional Reasoning.
IEEE Internet Comput., 2025

Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Evaluating the Role of Data Enrichment Approaches towards Rare Event Analysis in Manufacturing.
Sensors, August, 2024

RI2AP: Robust and Interpretable 2D Anomaly Prediction in Assembly Pipelines.
Sensors, May, 2024

Time Series Foundational Models: Their Role in Anomaly Detection and Prediction.
CoRR, 2024

AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines.
Proceedings of the International Conference on Machine Learning and Applications, 2024

Causal Event Graph-Guided Language-based Spatiotemporal Question Answering.
Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2020
Reinforcement Learning in Dynamic Task Scheduling: A Review.
SN Comput. Sci., 2020