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Projects involving the investigation and construction of Intelligent Environments have had reasonable success in demonstrating their potential applicability in the real world. However, most of these efforts pay little or no attention to their security and privacy implications. These are key issues that need to be addressed in order for Intelligent Environments to be deployed broadly. In this pa...

2 1541-1672/12/$31.00 © 2012 IEEE IEEE INTELLIGENT SYSTEMS Published by the IEEE Computer Society Letters to the Editor: Send letters, including a reference to the article in question, to [email protected]. Letters will be edited for clarity and length. Articles: If you’re interested in submitting an article for publication, see our author guidelines at www.computer.org/ intelligent/author.ht...

This paper introduces a novel concept, the intelligent being, as a vehicle to achieve suitability for integration. The paper argues for a role of the intelligent being that is analogous to what maps contribute in navigation systems (and may become as important). The concept is applied to intelligent product instances, intelligent product types and intelligent resources alike.

This article introduces a neural network-based signal processing framework for intelligent Reflecting surface-aided (IRS) wireless communications systems. By modeling radio frequency (RF) impairments inside the meta-atoms of IRS - including nonlinearity and memory effects) we present an approach that generalizes entire IRS-aided system as reservoir computing (RC) system, efficient recurrent net...

Identifying users frequent behaviors is considered as a key step to achieve real intelligent environments that support people in their daily lives. These patterns can be used in many different applications. An algorithm that compares current behaviors of the users with previously discovered frequent behaviors and detects shifts has been developed. In addition, it identifies the differences betw...

One of the human strengths is to utilize past experiences to solve problems. This process can be technically supported by collecting and exploiting the history of a user’s interactions with an intelligent environment. However, most of today’s applications cannot or do not take on the additional burden of providing the user with sophisticated memory functionality. In this paper we present the co...