By virtue of its incremental, evolving nature, this system is open-ended: on the one hand, the network of flatbeds may become a permanent part of the regional fabric; on the other, it may trigger yet another phase of the 'right of way' as a connective regional corridor (such as a light rail system).
We will present two types of on-line evolving image classifiers: The first one is a clustering-based classification approach, which exploits conventional vector quantization, forming an incremental evolving variant around it and extending it to the supervised classification case.
This paper proposes a technique, called Evolving Probabilistic Neural Network (ePNN), that presents many interesting features, including incremental learning, evolving architecture, the capacity to learn continually throughout its existence and requiring that each training sample be used only once in the training phase without reprocessing.
Many of the modeling efforts started out as focused projects for specifically defined questions and in incremental steps, evolved into more broadly applicable (systems) models leading to ongoing impact and value return.
The whole approach of integrated incremental feature weighting in evolving fuzzy classifiers will be evaluated based on high-dimensional on-line real-world classification scenarios and based on data from the Internet.
The incremental evolution method evolves the neural network by starting with simple environment and gradually making it more complex.
Some technologies, such as computer processors, evolve in a series of incremental improvements; others evolve disruptively, creating a break from the norm, as was the case when digital photography began to displace film.
Marks & Spencer, the British retailing giant, uses genetic-algorithm software from Ernst & Young to evolve incremental improvements in its scoring formula to assess the creditworthiness of customers.
Mastery is described as slowly evolving, experimental, painstaking, incremental, error-infused work that ultimately results in an extremely high level of competence and expertise.
The second part of the talk focuses on incremental inference in a complex, multi-modal, and evolving world, considering the task of incremental identification of the perpetrator in episodes of a TV crime series (CSI).
To do so, we draw on transition management thinking to consider urban regime transitions evolving in a temporal and incremental manner and in a multi-level context.
