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We use intelligent techniques for solving practical problems, mainly in eHealth. We use a bottom-up methodology, starting from real requirements and trying to find the best available techniques to solve them. Based on this experience, we define concepts and techniques, especially in the areas of intelligent agents. We enhance software with decision support functionalities for General Practitioners.