Hamed Khorasgani

According to our database, Hamed Khorasgani authored at least 22 papers between 2014 and 2023.

Collaborative distances:

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

2023

Uncertainty Estimation for a Dual-Embedding based Entity Extraction Service.

Hamed Khorasgani, Namrata Ghadi, Saumil Shah, Henry Zhang

Proceedings of the IEEE International Conference on Big Data, 2023

2021

Data-driven Residual Generation for Early Fault Detection with Limited Data.

Hamed Khorasgani, Ahmed K. Farahat, Chetan Gupta

CoRR, 2021

An Offline Deep Reinforcement Learning for Maintenance Decision-Making.

Hamed Khorasgani, Haiyan Wang, Chetan Gupta, Ahmed K. Farahat

CoRR, 2021

Deep Reinforcement Learning with Adjustments.

Hamed Khorasgani, Haiyan Wang, Chetan Gupta, Susumu Serita

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents.

Hamed Khorasgani, Haiyan Wang, Hsiu-Khuern Tang, Chetan Gupta

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching.

Hamed Khorasgani, Haiyan Wang, Chetan Gupta

CoRR, 2020

Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning.

Chi Zhang, Philip Odonkor, Shuai Zheng, Hamed Khorasgani, Susumu Serita, Chetan Gupta

CoRR, 2020

Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control.

Ibrahim Ahmed, Hamed Khorasgani, Gautam Biswas

CoRR, 2020

Spatio-Temporal Functional Neural Networks.

Aniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani, Chetan Gupta

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning.

Chi Zhang, Philip Odonkor, Shuai Zheng, Hamed Khorasgani, Susumu Serita, Chetan Gupta, Haiyan Wang

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Non-linear Function-on-Function Model for Regression with Time Series Data.

Qiyao Wang, Haiyan Wang, Chetan Gupta, Aniruddha Rajendra Rao, Hamed Khorasgani

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Fault Detection and Isolation in Industrial Networks using Graph Convolutional Neural Networks.

Hamed Khorasgani, Arman Hasanzadeh, Ahmed K. Farahat, Chetan Gupta

Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

2018

Structural Fault Detection and Isolation in Hybrid Systems.

Hamed Khorasgani, Gautam Biswas

IEEE Trans Autom. Sci. Eng., 2018

Combining expert knowledge and unsupervised learning techniques for anomaly detection in aircraft flight data.

Daniel L. C. Mack, Gautam Biswas, Hamed Khorasgani, Dinkar Mylaraswamy, Raj Bharadwaj

Autom., 2018

A methodology for monitoring smart buildings with incomplete models.

Hamed Khorasgani, Gautam Biswas

Appl. Soft Comput., 2018

2017

Datenanalyse in der intelligenten Fabrik.

Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte

Proceedings of the Handbuch Industrie 4.0 Bd.2, Automatisierung., 2017

A combined model-based and data-driven approach for monitoring smart buildings.

Hamed Khorasgani, Gautam Biswas

Proceedings of the 28th International Workshop on Principles of Diagnosis (DX'17), 2017

2016

Methodologies for system-level remaining useful life prediction.

Hamed Khorasgani, Gautam Biswas, Shankar Sankararaman

Reliab. Eng. Syst. Saf., 2016

2015

Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.

Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte

Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015

Minimal Structurally Overdetermined Sets Selection for Distributed Fault Detection.

Hamed Khorasgani, Gautam Biswas, Daniel E. Jung

Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015

2014

A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems.

Aníbal Bregón, Gautam Biswas, Belarmino Pulido, Carlos Alonso González, Hamed Khorasgani

IEEE Trans. Syst. Man Cybern. Syst., 2014

Robust residual selection for fault detection.

Hamed Khorasgani, Daniel E. Jung, Gautam Biswas, Erik Frisk, Mattias Krysander

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014