[PDF] Top 20 A knowledge light approach to regression using case based reasoning

... flexible approach that can accommodate many different problem tasks and domains; [Bartsch-Spörl et ...The case base can be initialized with a preliminary set of products, and updated continuously as new ... See full document

... organizational knowledge management strategy is to make explicit the individuals’ implicit knowledge, to try to formalize the informal knowledge in order to allow machine-processable semantic ...the ... See full document

... Case-Based Reasoning (CBR) is an Artificial Intelligence approach to learning and problem solving based on past ...the knowledge based systems as well as from the machine ... See full document

... mapping approach that helped students to externalize the complex reasoning process and the knowledge underlying the reasoning process when they worked with clinical cases [17, ...this ... See full document

... cognitive reasoning in the field of criminal data ...investigation knowledge is very important to realize the semantic retrieval, knowledge discovery, information push and classification for ... See full document

... of case based reasoning as an approach for managing knowledge in Business Process ...compelling case concerning the use of case-based reasoning to improve ... See full document

... Stochastic language models have achieved significant success in speech recognition since the last decade [1, 2]. The main underlying technique in stochastic approaches is the use of corpora. The successful utilization of ... See full document

... Rule Based Inference Methodology using the Evidential Reasoning (RIMER) approach, employed to develop this expert ...The knowledge base of this system constructed by using the ... See full document

... of case based reasoning and WordNet ...a case and retrieves solutions by using a similarity metric of object- oriented ...problem-solving based on the context of software ... See full document

... A fourth requirement is support for maintenance of experience. According to Mansouri, Mille and Hamdi-Cherif (2014), as an enterprise learns more regarding the processes of software development, it is central to ... See full document

... relevant case history in problem solving reduces the need for problem analysis because solution chunks from old problems can be reused and less in-depth analysis of the new problem is ...that ... See full document

... explanation case to be ...the case base this problem should be completely ...Explanation Case by the Attendings is traded off by a reduction in acceptance with Residents and ...the case ... See full document

... adaptation knowledge) of the CBR cycle also poses serious problems for general CBR development since it forces developers to acquire some measure of first principles reasoning, which CBR systems are ... See full document

... on using CBR as a mechanism to realise ambient intelligent systems [15] and the importance of explanations generated through CBR in that context ...The knowledge intensive CBR framework CREEK was used ...of ... See full document

... Model based reasoning is another expression with increasing currency in discussions of scientific reasoning and ...a case where metaphorical language is being used without there being any deep ... See full document

... a case (3): this class of error is due to the selection of a wrong case-solution and we include in this class mistakes due to two situa- tions: when the system fails to find any case- solution for an ... See full document

... to using the resources inefficiently and losing a lot of business opportunities, while under-estimation may lead to delaying the final software product delivery, unexpected increase in budget, or low quality of ... See full document

... NTRODUCTION Knowledge acquisition (KA) in Supply Chain Management (SCM) has been deemed as a significant approach for obtaining competitive advantage as knowledge is the core of competitive edge, ... See full document

... Usability knowledge increases in value when it can be applied beyond the problem at hand, informing future design work as ...creating knowledge (the change or ... See full document

... Our approach combines machine inferencing capabilities with the tacit, medical experi- ence of human experts, resulting in human-verified knowledge ...analogical reasoning rely on generalization, ... See full document