In this paper we describe a case-based planner (BOLERO) developed for learning the procedure of a... more In this paper we describe a case-based planner (BOLERO) developed for learning the procedure of a diagnosis in a medical expert system. A diagnostic plan is build according to the most recent information known about a patient. BOLERO has been tested in a real application of pneumonia diagnosis. Results show that BOLERO is able to acquire enough strategic knowledge to perform a diagnostic procedure with a high degree of success.
Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de ... more Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de su autor. Sin embargo no todas las leyes de Copyright son iguales en los diferentes países del mundo. Infórmese de la situación de su país antes de la distribución pública de este texto.
In this paper we describe bolero, a case-based reasoner that learns strategic knowledge (plans) t... more In this paper we describe bolero, a case-based reasoner that learns strategic knowledge (plans) to improve the problem-solving capabilities of an expert system. As a planner, bolero is a reactive planner that when gathering new observations can immediately generate a new plan to cope with the new situations. As a learner, bolero is capable of learning strategies from observation of the problem-solving performed by a teacher. From this experience, bolero plans strategies that solve new problems. bolero learns from success and failure during its problem-solving process. An evaluation to measure the efficiency of bolero is performed by comparing the system's results against both the correct solution of a case and the solutions provided by different domain experts. bolero has been proved useful in acquiring strategic knowledge and in refining existing strategies, in a real-life expert system for pneumonia diagnosis.
Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de ... more Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de su autor. Sin embargo no todas las leyes de Copyright son iguales en los diferentes países del mundo. Infórmese de la situación de su país antes de la distribución pública de este texto.
In this paper we describe a case-based planner (BOLERO) developed for learning the procedure of a... more In this paper we describe a case-based planner (BOLERO) developed for learning the procedure of a diagnosis in a medical expert system. A diagnostic plan is build according to the most recent information known about a patient. BOLERO has been tested in a real application of pneumonia diagnosis. Results show that BOLERO is able to acquire enough strategic knowledge to perform a diagnostic procedure with a high degree of success.
Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de ... more Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de su autor. Sin embargo no todas las leyes de Copyright son iguales en los diferentes países del mundo. Infórmese de la situación de su país antes de la distribución pública de este texto.
In this paper we describe bolero, a case-based reasoner that learns strategic knowledge (plans) t... more In this paper we describe bolero, a case-based reasoner that learns strategic knowledge (plans) to improve the problem-solving capabilities of an expert system. As a planner, bolero is a reactive planner that when gathering new observations can immediately generate a new plan to cope with the new situations. As a learner, bolero is capable of learning strategies from observation of the problem-solving performed by a teacher. From this experience, bolero plans strategies that solve new problems. bolero learns from success and failure during its problem-solving process. An evaluation to measure the efficiency of bolero is performed by comparing the system's results against both the correct solution of a case and the solutions provided by different domain experts. bolero has been proved useful in acquiring strategic knowledge and in refining existing strategies, in a real-life expert system for pneumonia diagnosis.
Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de ... more Este texto digital es de DOMINIO PÚBLICO en Ecuador por cumplirse más de 50 años de la muerte de su autor. Sin embargo no todas las leyes de Copyright son iguales en los diferentes países del mundo. Infórmese de la situación de su país antes de la distribución pública de este texto.
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