Peng Li

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 12

Top Topics

Anomalous Behavior

Anomaly Detection

Top Venues

Publications

Peng Li, Oliver Niggemann
A Nonconvex Archetypal Analysis for One-Class Classification Based Anomaly Detection in Cyber-Physical Systems. IEEE Trans. Ind. Informatics 17 (9) (2021)
Peng Li, Oliver Niggemann
Non-convex hull based anomaly detection in CPPS. Eng. Appl. Artif. Intell. 87 (2020)
Peng Li, Oliver Niggemann, Barbara Hammer
On the Identification of Decision Boundaries for Anomaly Detection in CPPS. ICIT (2019)
Andreas Bunte, Paul Wunderlich, Natalia Moriz, Peng Li, André Mankowski, Antje Rogalla, Oliver Niggemann
Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS. ETFA (2019)
Andreas Bunte, Peng Li, Oliver Niggemann
Mapping Data Sets to Concepts using Machine Learning and a Knowledge based Approach. ICAART (2) (2018)
Peng Li, Oliver Niggemann
A Data Provenance based Architecture to Enhance the Reliability of Data Analysis for Industry 4.0. ETFA (2018)
Peng Li, Oliver Niggemann, Barbara Hammer
A Geometric Approach to Clustering Based Anomaly Detection for Industrial Applications. IECON (2018)
Andreas Bunte, Peng Li, Oliver Niggemann
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems. ML4CPS (2017)
Peng Li, Oliver Niggemann
Improving clustering based anomaly detection with concave hull: An application in fault diagnosis of wind turbines. INDIN (2016)
Ganesh Man Shrestha, Peng Li, Oliver Niggemann
Bayesian predictive assistance system: An embedded application for resource optimization in industrial cleaning processes. INDIN (2015)
Peng Li, Jens Eickmeyer, Oliver Niggemann
Data Driven Condition Monitoring of Wind Power Plants Using Cluster Analysis. CyberC (2015)
Jens Eickmeyer, Peng Li, Omid Givehchi, Florian Pethig, Oliver Niggemann
Data Driven Modeling for System-Level Condition Monitoring on Wind Power Plants. DX (2015)