Peng Li

According to our database, Peng Li authored at least 14 papers between 2015 and 2021.

Collaborative distances:

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

2021

A Nonconvex Archetypal Analysis for One-Class Classification Based Anomaly Detection in Cyber-Physical Systems.

Peng Li, Oliver Niggemann

IEEE Trans. Ind. Informatics, 2021

2020

Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory.

Jiafu Wan, Jun Yang, Shiyong Wang, Di Li, Peng Li, Min Xia

IEEE Trans. Ind. Informatics, 2020

Non-convex hull based anomaly detection in CPPS.

Peng Li, Oliver Niggemann

Eng. Appl. Artif. Intell., 2020

2019

On the Identification of Decision Boundaries for Anomaly Detection in CPPS.

Peng Li, Oliver Niggemann, Barbara Hammer

Proceedings of the IEEE International Conference on Industrial Technology, 2019

Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS.

Andreas Bunte, Paul Wunderlich, Natalia Moriz, Peng Li, André Mankowski, Antje Rogalla, Oliver Niggemann

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018

Smart Factory of Industry 4.0: Key Technologies, Application Case, and Challenges.

Baotong Chen, Jiafu Wan, Lei Shu, Peng Li, Mithun Mukherjee, Boxing Yin

IEEE Access, 2018

A Geometric Approach to Clustering Based Anomaly Detection for Industrial Applications.

Peng Li, Oliver Niggemann, Barbara Hammer

Proceedings of the IECON 2018, 2018

Mapping Data Sets to Concepts using Machine Learning and a Knowledge based Approach.

Andreas Bunte, Peng Li, Oliver Niggemann

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

A Data Provenance based Architecture to Enhance the Reliability of Data Analysis for Industry 4.0.

Peng Li, Oliver Niggemann

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017

Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems.

Andreas Bunte, Peng Li, Oliver Niggemann

Proceedings of the Machine Learning for Cyber Physical Systems, 2017

2016

Improving clustering based anomaly detection with concave hull: An application in fault diagnosis of wind turbines.

Peng Li, Oliver Niggemann

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015

Data Driven Modeling for System-Level Condition Monitoring on Wind Power Plants.

Jens Eickmeyer, Peng Li, Omid Givehchi, Florian Pethig, Oliver Niggemann

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

Bayesian predictive assistance system: An embedded application for resource optimization in industrial cleaning processes.

Ganesh Man Shrestha, Peng Li, Oliver Niggemann

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Data Driven Condition Monitoring of Wind Power Plants Using Cluster Analysis.

Peng Li, Jens Eickmeyer, Oliver Niggemann

Proceedings of the 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2015