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Showing 1 to 20 of 59 for “"case-based reasoning"”.
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Case reuse in textual case-based reasoning.
Text reuse involves reasoning with textual solutions of previous problems to solve new similar problems. It is an integral part of textual case-based reasoning (TCBR), which applies the CBR problem-solving methodology to situations where experiences are predominantly captured in text form. Here, we …
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Source Code Retrieval using Case Based Reasoning
… system that is part of the Arís (Analogical Reasoning for reuse of Implementation & Specification) project. The overall methodology of the Arís project is very similar to Case-Based Reasoning (CBR) and its parent discipline of Analogical Reasoning (AR), centered on the activities of solution …
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Case-based reasoning for modeling bridge deterioration
… rating system is used. In this research, a Case-Based Reasoning (CBR) approach was introduced to provide BMS's with a realistic, accurate, and generic deterioration model that eliminates the previous shortcomings. This approach predicts the future condition of a query bridge case by …
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Temporal case-based reasoning for insulin decision support
… resolves the limitations of existing formula based calculators by using case-based reasoning to automatically improve bolus advice. Case-based reasoning is a method of articial intelligence that has successfully been adopted in the diabetes domain previously, but has primarily been limited to …
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Evaluating case-based reasoning for heart failure diagnosis
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1990.
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Intelligent monitoring of business processes using case-based reasoning
… effective monitoring of business processes using Case-Based Reasoning (CBR). The rationale behind this research was that business processes constitute a fundamental concept of the modern world and there is a constantly emerging need for their efficient control. They can be efficiently represented …
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Complexity modelling for case knowledge maintenance in case-based reasoning.
Case-based reasoning solves new problems by re-using the solutions of previously solved similar problems and is popular because many of the knowledge engineering demands of conventional knowledge-based systems are removed. The content of the case knowledge container is critical to the performance …
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A case-based reasoning approach to the designing of building envelopes
… or the experience of others, to support his reasoning process and guide him in typical situations. The problem-solving paradigm where reasoning is supported by reusing past experiences is called Case-Based Reasoning ( CBR ), and it was added to the Artificial Intelligence ( AI ) methodology …
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A critical literature review of case-based reasoning and its educational applications
… review documents the shifts and variations in Case-Based Reasoning (CBR) terminology and reasoning models that have arisen in the past twenty years. Different versions of CBR theory, differences in terminology across these versions, and shifts in terminology within individual programs of theory …
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A new strategy for case-based reasoning retrieval using classification based on association
Cased Based Reasoning (CBR) is an important area of research in the field of Artificial Intelli-gence. It aims to solve new problems by adapting solutions, that were used to solve previous similar ones. Among the four typical phases - retrieval, reuse, revise and retain, retrieval is a key phase in …
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Intelligent layout for information display : an approach using constraints and case-based reasoning
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Architecture, 1992.
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Diagnosing interoperability problems and debugging models by enhancing constraint satisfaction with case -based reasoning
… mechanism for interoperability testing, and uses Case-Based Reasoning (CBR) for debugging interoperability test cases.</p><p>The dissertation makes three primary contributions: (1) Definition of a new modeling language using CSP and Object-Oriented Programming. This language is simple, …
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The impact of visual production management on construction project controls: a case-based reasoning
… and d) decentralizes decision-making. The web-based system which is built on visual data analytics maps the current state of production on construction sites in 3D and exposes waste at both project and task-levels and it then forecasts reliability in the future state of production to highlight …
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Applying case based reasoning and structural similarity for effective retrieval of expert knowledge from software designs
… already enjoys wide software support through CASE (Computer-Aided Software Engineering) tools. However, there has been limited application of computer reasoning to software designs in other areas. Yet there is expert knowledge embedded in software design artefacts which could be useful if it …
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Lessons Learned from Designing a Comprehensive Case-Based Reasoning (CBR) Tool for Support of Complex Thinking
… from the experience of designing a comprehensive case-based reasoning (CBR) tool for support of complex thinking skills. Theorists have historically identified, analyzed, and classified different thinking processes and skills. Thinking skills have been increasingly emphasized in national …
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A Comparison of Case-Based Reasoning and Probabilistic Graphical Models in the Context of Learning from Observation
… Probabilistic Graphical Models (PGM) and Case-Based Reasoning (CBR) with the goal of identifying a preferred approach for future improvement. We show that the Naive Bayes Classifier is better than a previously used PGM model in learning behavior in a vacuum cleaner domain and introduce a …
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An investigation into establishing a generalised approach for defining similarity metrics between 3D shapes for case-based reasoning (CBR)
… 3D shapes for the casting design problem in Case-Based Reasoning (CBR). This research investigates a new approach for improving the quality of casting design advice achieved from a CBR system using casting design knowledge associated with past cases. The new approach uses enhanced similarity …
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A Step Towards an Intelligent Digital Training Management System (I-DTMS)
… Training Management System (DTMS) is a web-based system designed to create a single point of entry for units to schedule unit training, manage training resources, and create schedules and master calendars for training. Currently, the U.S. Army uses DTMS to manage unit training and help …
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Learning from cases : retrieving cases in CAD systems based on design criteria
Architects usually regard case studies as an important way to study architecture. Cases stand for existing answers to real problems and provide resources for free interpretation. This thesis investigates encoding design knowledge into architectural design projects through formal computation, and …
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A knowledge acquisition tool to assist case authoring from texts.
Case-Based Reasoning (CBR) is a technique in Artificial Intelligence where a new problem is solved by making use of the solution to a similar past problem situation. People naturally solve problems in this way, without even thinking about it. For example, an occupational therapist (OT) that …
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