Information aggregation and computational intelligence

The Computational Theory of Intelligence: Data Aggregation

In this paper, we will expound upon the concepts proffered in [5], where we proposed an information theoretic approach to intelligence in the computational sense. We will examine data and meme aggregation, and study the effect of limited resources on the resulting meme amplitudes.

Environmental Information Services and Computational Intelligence

Computational intelligence methods for information understanding and information management

Information management relies on knowledge acquisition methods for extraction of knowledge from data. Statistical methods traditionally used for data analysis are satisfied with predictions, while understanding of data and extraction of knowledge from data are challenging tasks that have been pursued using computational intelligence (CI) methods. Recent advances in applications of CI methods to...

The Computational Theory of Intelligence: Information Entropy

This paper presents an information theoretic approach to the concept of intelligence in the computational sense. We introduce a probabilistic framework from which computational intelligence is shown to be an entropy minimizing process at the local level. Using this new scheme, we develop a simple data driven clustering example and discuss its applications.

Biological Intelligence and Computational Intelligence

construction is reinforced by intuition, a nobler aspect of intelligence. The act of intuition may be thought of as an idea that emanates at a given instant from a set of mental representations. Mental creation and intuition are activities that certainly characterize human intelligence, but which nevertheless elude analysis. Abstract construction, intuition, and creation are the three expressio...