This paper presents an overview of the di!erent types of neural network models which are applicable when solving business problems. The history of neural networks in business is outlined, leading to a discussion of the current applications in business including data mining, as well as the current research directions. The role of neural networks as a modern operations research tool is discussed.

Fault localization, a central aspect of network fault management, is a process of deducing the exact source of a failure from a set of observed failure indications. It has been a focus of research activity since the advent of modern communication systems, which produced numerous fault localization techniques. However, as communication systems evolved becoming more complex and offering new capab...

Event detection is a research area that attracted attention during the last years due to the widespread availability of social media data. The problem of event detection has been examined in multiple social media sources like Twitter, Flickr, YouTube and Facebook. The task comprises many challenges including the processing of large volumes of data and high levels of noise. In this article, we p...

Over the past decades, it has been recognised that outsourcing has become a cornerstone for manufacturing strategy. The reasons for outsourcing have been extensively elaborated in academic literature (Kremic et al., 2006, p. 467). Not only has management science embraced the concept of outsourcing, industrial companies have also done so, sometimes combined with different initiatives, such as do...