Download Applications and Innovations in Intelligent Systems XV: by Lars Nolle (auth.), Richard Ellis BSc, MSc, Tony Allen BA, PDF

By Lars Nolle (auth.), Richard Ellis BSc, MSc, Tony Allen BA, MSc, PhD, Miltos Petridis DipEng, MBA, PhD, MBCS, AMBA (eds.)

The papers during this quantity are the refereed program papers offered at AI-2007, the Twenty-seventh SGAI overseas convention on cutting edge innovations and purposes of synthetic Intelligence, held in Cambridge in December 2007.

They current new and cutting edge functions of synthetic intelligence throughout a variety of domain names, divided into sections on scientific platforms; HCI and normal Language platforms: Imaging and Sensing structures; choice aid structures; self sustaining Machines; and commercial structures, through the textual content of brief papers awarded as posters on the conference.

This is the 15th quantity within the functions and thoughts sequence, which deals an annual picture of the newest functions of synthetic intelligence throughout undefined, trade, schooling and government.

The Technical flow papers are released as a spouse quantity lower than the identify learn and improvement in clever platforms XXIV.

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Extra resources for Applications and Innovations in Intelligent Systems XV: Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

Example text

Find causes why the exceptional cases do not fit the model, and 4. Develop a case base. So, we combine case-based reasoning with a model, in this specific situation with a statistical one. The idea to combine CBR with other methods is not new. For example Care-Partner resorts to a multi-modal reasoning framework for the cooperation of CBR and rule-based reasoning (RBR) [3]. Another way of combining hybrid rule bases with CBR is discussed by Prentzas and Hatzilgeroudis [4]. The combination of CBR and model-based reasoning is discussed in [5].

The retrieved solution meant high PTH, but PTH data in the current patient’s record was missing too. The expert proposed an increased phosphorus level as a possible solution. Since data about phosphorus data was missing too, an artificial case was created, that inherited all retrieval attributes of the query case while the other attributes were recorded as missing. According to the expert high phosphorus can explain the solution. Therefore it is accepted as an artificial solution or a solution of an artificial case.

A patient is very old. Individual base. The patient suffers from a chronic disease, namely from asthma. Adaptation. Since the patient started with fitness already after five months of dialyse, the second general solution can be excluded. The first general solution might be possible, though the individual base does not contain any information about PTH. Further lab tests showed PTH = 870. So, PTH is a solution. Since an additional disease, bronchial asthma, is found in the individual base, this solution is checked.

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