Semantics shows diversity in real world, document world, mental abstraction world and machine world. Transformation between semantics pursues the uniformity in the diversity. The Resource Space Model (RSM) is a semantic data model for organizing resources based on the classification semantics that human often use in understanding the real world. The design of a resource space relies on knowledg...

The automated retrieval of information in Environment Information Systems by information agents is severely hindered by the heterogeneity of these systems. For the decision if an information is a relevant answer to a query, information agents need to understand semantics and context of the query. In this paper we propose our concept of describing and exploiting contextual relations in the domai...

A method is introduced for assigning colors to displays of cluster structures of high-dimensional data, such that the perceptual differences of the colors reflect the distances in the original data space as faithfully as possible. The method consists of three parts: First the cluster structures are discovered with the Self-Organizing Map (SOM), and then a new nonlinear projection method is appl...

We propose Visualized EC/IEC as an evolutionary computation (EC) and interactive EC (IEC) with visualizing individuals in a multi-dimensional searching space in a 2-D space. This visualization helps us envision the landscape of an n-D searching space, so that it is easier for us to join an EC search by indicating the possible global optimum estimated in the 2-D mapped space. We first compare fo...

It is by reason of the unified measure of varieties of resources and the unified processing of the disposal of varieties of resources, that these closely related three of new basic models called the resources assembled node and the disposition integrated node as well as the intelligent organizing node are put forth in this paper; the three closely related quantities of integrative analytical me...

The search for organizing principles of visual processing in cortex has proven long and fruitful, demonstrating specific types of organization arising on multiple scales (e.g., magnocellular / parvo-cellular pathways [1] and ocular dominance columns [2]). One of the more important larger scale organizing principles of visual cortical organization is the visual field map (VFM): neurons whose vis...

The physical interpretation of the functioning adaptive immune system, which has been thoroughly characterized on genetic and molecular levels, provides a unique opportunity to define an self-organizing biological system in its entirety. This paper describes configuration space model function, where directed chemical potentials constitute interactions. In sense, humoral adjusts potential all av...

Catastrophic Interference is a well known problem of Artificial Neural Networks (ANN) learning algorithms where the ANN forgets useful knowledge while learning from new data. Furthermore the structure of most neural models must be chosen in advance. In this paper we introduce an hybrid algorithm called Flexible Architecture of Self Organizing Maps (FASOM ) that overcomes the Catastrophic Interf...