Fadi El Kalach

According to our database, Fadi El Kalach authored at least 12 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing.

Chathurangi Shyalika, Aryaman Sharma, Fadi El Kalach, Utkarshani Jaimini, Cory A. Henson, Ramy F. Harik, Amit P. Sheth

CoRR, October, 2025

Cognitive manufacturing: definition and current trends.

Fadi El Kalach, Ibrahim Yousif, Thorsten Wuest, Amit P. Sheth, Ramy F. Harik

J. Intell. Manuf., August, 2025

Leveraging computer vision towards high-efficiency autonomous industrial facilities.

Ibrahim Yousif, Liam Burns, Fadi El Kalach, Ramy F. Harik

J. Intell. Manuf., June, 2025

Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2.

Ramy F. Harik, Fadi El Kalach, Jad Samaha, Philip Samaha, Devon Clark, Drew Sander, Liam Burns, Ibrahim Yousif, Victor Gadow, Ahmed Mahmoud, Thorsten Wuest

CoRR, February, 2025

Real-time defect detection and classification in robotic assembly lines: A machine learning framework.

Fadi El Kalach, Mojtaba A. Farahani, Thorsten Wuest, Ramy F. Harik

Robotics Comput. Integr. Manuf., 2025

Time-series forecasting in smart manufacturing systems: An experimental evaluation of the state-of-the-art algorithms.

Mojtaba A. Farahani, Fadi El Kalach, Austin Harper, M. R. McCormick, Ramy F. Harik, Thorsten Wuest

Robotics Comput. Integr. Manuf., 2025

NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines.

Chathurangi Shyalika, Renjith Prasad, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Evaluating the Role of Data Enrichment Approaches towards Rare Event Analysis in Manufacturing.

Chathurangi Shyalika, Ruwan Wickramarachchi, Fadi El Kalach, Ramy F. Harik, Amit P. Sheth

Sensors, August, 2024

RI2AP: Robust and Interpretable 2D Anomaly Prediction in Assembly Pipelines.

Chathurangi Shyalika, Kaushik Roy, Renjith Prasad, Fadi El Kalach, Yuxin Zi, Priya Mittal, Vignesh Narayanan, Ramy F. Harik, Amit P. Sheth

Sensors, May, 2024

Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform.

Ramy F. Harik, Fadi El Kalach, Jad Samaha, Devon Clark, Drew Sander, Philip Samaha, Liam Burns, Ibrahim Yousif, Victor Gadow, Theodros Tarekegne, Nitol Saha

CoRR, 2024

AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines.

Renjith Prasad, Chathurangi Shyalika, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth

Proceedings of the International Conference on Machine Learning and Applications, 2024

2023

A Semantic Web Approach to Fault Tolerant Autonomous Manufacturing.

Fadi El Kalach, Ruwan Wickramarachchi, Ramy F. Harik, Amit P. Sheth

IEEE Intell. Syst., 2023