Asset management involves the coordinated activities of an organisation to derive value from assets, which may include physical assets. It encompasses related design, construction, installation, operation, maintenance, renewal, and asset disposal. ensures coordination all activities, resources, data Recording monitoring maintenance is a key part management, often done using work orders (WOs). T...

The multidimensional classification of multivariate time series deals with the assignment multiple classes to time-ordered data described by a set feature variables. Although this challenging task has received almost no attention in literature, it is present wide variety domains, such as medicine, finance or industry. complexity problem lies two nontrivial tasks, learning continuous and simulta...

The paper proposes a new hybrid Bayesian network learning algorithm, termed Forward Early Dropping Hill Climbing (FEDHC), devised to work with either continuous or categorical variables. Further, the manifests that only implementation of MMHC in statistical software R is prohibitively expensive, and offered. specifically for case data, robust outliers version FEDHC, which can be adopted by othe...

In this paper we present a score following system based on a Dynamic Bayesian Network, using particle filtering as inference method. The proposed model sets itself apart from existing approaches by including two new extensions: A multi-level tempo model to improve alignment quality of performances with challenging tempo changes, and an extension to reflect different expressive characteristics o...