Unsupervised anomaly detection based on clustering methods and sensor data on a marine diesel engine

A note on the validity of cross-validation for evaluating autoregressive time series prediction

(2018) Christoph Bergmeir et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Condition-Based Maintenance of Naval Propulsion Systems with supervised Data Analysis

(2018) Francesca Cipollini et al.   OCEAN ENGINEERING

Using artificial neural network-self-organising map for data clustering of marine engine condition monitoring applications

(2018) Yiannis Raptodimos et al.   Ships and Offshore Structures

Simulation of the dynamics of a marine diesel engine

(2018) Carmen Maftei et al.   Journal of Marine Engineering and Technology

Efficient on-line anomaly detection for ship systems in operation

(2018) Andreas Brandsæter et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modelling of the operating process in a marine diesel engine

(2017) Marcin Zacharewicz et al.   Journal of Marine Engineering and Technology

Alternative environmental contours for structural reliability analysis

(2015) Arne Bang Huseby et al.   STRUCTURAL SAFETY

Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

(2015) Ricardo J. G. B. Campello et al.   ACM Transactions on Knowledge Discovery from Data

A general-purpose process modelling framework for marine energy systems

(2014) George G. Dimopoulos et al.   ENERGY CONVERSION AND MANAGEMENT

Dismissing return periods!

(2014) Francesco Serinaldi   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A new approach to environmental contours for ocean engineering applications based on direct Monte Carlo simulations

(2013) Arne Bang Huseby et al.   OCEAN ENGINEERING

On the use of cross-validation for time series predictor evaluation

(2012) Christoph Bergmeir et al.   INFORMATION SCIENCES

Combining Mixture Components for Clustering

(2010) Jean-Patrick Baudry et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A general purpose diagnostic technique for marine diesel engines – Application on the main propulsion and auxiliary diesel units of a marine vessel

(2009) V.T. Lamaris et al.   ENERGY CONVERSION AND MANAGEMENT