This special issue goes far beyond artificial intelligent tools and is at the forefront of many of the hottest areas of Artificial Intelligence. Our reviewers have been selected articles that expose the latest innovative techniques applied in automated diagnosis, prospective scenarios, security, geographical intelligent information systems, and semantic web.