The purpose of this study is to identify and describe the perceptions of experts on the characteristics of beltline moulding quality success factor. This study was done through questionnaire and interview with 14 experts in the roll forming process. From this study we found; first, the experts placed attributes such as salary satisfaction, training and skill requirement and workplace environmen...

In this paper we describe a divide-and-combine strategy for decomposition of a complex prediction problem into simpler local sub-problems. We rstly show how to perform a soft decomposition via clustering of input data. Such decomposition leads to a partition of the input space into several regions which may overlap. Therefore, to each region is assigned a local predictor (or expert) which is tr...

Ensemble learning algorithms aim to train a group of classifiers to enhance the generalization ability. However, vast of those algorithms are learning in batches and the base classifiers (e.g number, type) must be predetermined. In this paper, we propose an ensemble algorithm called INLEX (Incremental Network with Local EXperts ensemble) to learn suitable number of linear classifiers in an onli...

Scientific-applied training as higher skill training needs to be developed and expanded in a purposeful and structured way. Undoubtedly, in the meantime, land development planning can have a special role and position in order to pay attention to the balanced local and regional development, and in this way prevent the waste of budget and human resources. The main purpose of this article is the a...

Assessing and understanding the impact of scattered and widespread events onto a mission is a pertinacious problem. Current approaches attempting to solve mission impact assessment employ score-based algorithms leading to spurious results. We identify a fourfold problem with score-based algorithms: (1) score-based algorithms enforce deep training of experts to employed frameworks for specificat...

S port and exercise related injury is responsible for about 5% of the overall workload in the accident and emergency (A&E) department, and A&E specialists agree that they should have a broad knowledge and understanding of sports medicine issues. Yet, training in sports medicine is not a compulsory part of the curriculum for ‘‘Higher Specialist Training’’. We carried out a pilot study in Norther...