This overview of different applications of CBR in petroleum engineering is based on a survey and comparative evaluation of different successful applications of CBR. The number of papers and research groups is indicative of importance, need, and growth of CBR in different industries. Applicationoriented research in the area of case based reasoning has moved mature research results into practical...

Case-Based Reasoning (CBR) is a relatively new and promising technique of artificial intelligence. By CBR, every new problem is solved by adapting the solutions of the similar problems previously solved successfully. During the past few years CBR has become a very popular technique for application in knowledge-based systems for different domains because the experience has been included in solvi...

Query formulation is a primary task in the retrieval phase of the case-based reasoning (CBR) cycle, and incremental variants of this task are a distinguishing characteristic of some mixed-initiative CBR approaches (e.g., those that implement a conversational CBR methodology). However, it has rarely been the focus of analysis, which complicates comparing these approaches. We identify the primiti...

Case-Based Reasoning (CBR) is one of the most suitable AI techniques for building clinical decision support systems. Medical domain complexity introduces many challenges for building these systems. Building the systems’ knowledge base from the Electronic Health Record (EHR), the encoding of case-base knowledge with standard medical ontology, and the handling of vague data are examples of these ...

As the previous chapters of this book have shown, case-based reasoning is a technology that has been successfully applied to a large range of diierent tasks. Through all the diierent CBR projects, both basic research projects as well as industrial development projects, lots of knowledge and experience about how to build a CBR application has been collected. Today, there is already an increasing...

owing to the proximity of certain locations to the thermal power stations, it has always been efforts of engineers to enhance the flyash utilization rate in various civil engineering constructions adopting suitable strategies. in the present study, a soilflyash interface mechanism has been evolved using different soil-flyash ratios to upgrade significantly stabilization of supporting medium bas...

As people spend more time indoors owing to the COVID-19 global pandemic, automatic detection of indoor human activity has increasingly become interest researchers and consumers. Conventional Wi-Fi Channel State Information (CSI)-based provides adequate accuracy; however, they have a deployment constraint specific hardware software for full CSI acquisition. This study exploits Compressed Beamfor...

about 30 years after its introduction by Roger Schank and others, CaseBased Reasoning (CBR) is a well-established research field in Artificial Intelligence and Cognitive Science. As the last special issue on CBR in the German Journal on Artificial Intelligence (“KI”) is 12 years ago, CBR is the main focus of the current issue at hand. It is compiled at the occasion of the 9th European Conferenc...