GMM Parameter Estimation by Means of EM and Genetic Algorithms. - Sergey Zablotskiy; Teerat Pitakrat; Kseniya Zablotskaya; Wolfgang Minker (HCI (1), 2011)

Optimal Operators of Hybrid Genetic Algorithm for GMM Parameter Estimation. - Sergey Zablotskiy; Teerat Pitakrat; Kseniya Zablotskaya; Wolfgang Minker (Intelligent Environments, 2011)

A comparison of machine learning algorithms for proactive hard disk drive failure detection. - Teerat Pitakrat; André van Hoorn; Lars Grunske (ISARCS, 2013)

Hora: Online Failure Prediction Framework for Component-based Software Systems Based on Kieker and Palladio. - Teerat Pitakrat (KPDAYS, 2013)

Dimensions and Metrics for Evaluating Recommendation Systems. - Iman Avazpour; Teerat Pitakrat; Lars Grunske; John Grundy 001 (Recommendation Systems in Software Engineering, 2014)

Increasing Dependability of Component-Based Software Systems by Online Failure Prediction (Short Paper). - Teerat Pitakrat; André van Hoorn; Lars Grunske (EDCC, 2014)

A Framework for System Event Classification and Prediction by Means of Machine Learning. - Teerat Pitakrat; Jonas Grunert; Oliver Kabierschke; Fabian Keller; André van Hoorn (EAI Endorsed Trans. Self Adapt. Syst., 2015)

Antipattern-Based Problem Injection for Assessing Performance and Reliability Evaluation Techniques. - Philipp Keck; André van Hoorn; Dusan Okanovic; Teerat Pitakrat; Thomas F. Düllmann (ISSRE Workshops, 2016)

An Architecture-Aware Approach to Hierarchical Online Failure Prediction. - Teerat Pitakrat; Dusan Okanovic; André van Hoorn; Lars Grunske (QoSA, 2016)

CASPA: A Platform for Comparability of Architecture-Based Software Performance Engineering Approaches. - Thomas F. Düllmann; Robert Heinrich; André van Hoorn; Teerat Pitakrat; Jürgen Walter; Felix Willnecker (ICSA Workshops, 2017)

ORCAS: Efficient Resilience Benchmarking of Microservice Architectures. - André van Hoorn; Aldeida Aleti; Thomas F. Düllmann; Teerat Pitakrat (ISSRE Workshops, 2018)

Architecture-Aware Online Failure Prediction for Distributed Software Systems. - Teerat Pitakrat; Dusan Okanovic; André van Hoorn; Lars Grunske (Software Engineering, 2018)

Hora: Architecture-aware online failure prediction. - Teerat Pitakrat; Dusan Okanovic; André van Hoorn; Lars Grunske (J. Syst. Softw., 2018)

Architecture-aware online failure prediction for software systems. - Teerat Pitakrat (2018)