Reputation-Based Maintenance in Case-Based Reasoning
نویسندگان
چکیده
منابع مشابه
Methods for Case Maintenance in Case-Based Reasoning
Case-Based Reasoning (CBR) is one of machine learning algorithms for problem solving and learning that caught a lot of attention over the last few years. In general, CBR is composed of four main phases: retrieve the most similar case or cases, reuse the case to solve the problem, revise or adapt the proposed solution, and retain the learned cases before returning them to the case base for learn...
متن کاملفیلتر کردن و همبستگی آلارم های سوییچ های شبکه های مخابراتی با استفاده از روش case-based reasoning
در این پایان نامه سیستمی طراحی، شبیه سازی و پیاده سازی شده است که فرایند همبستگی آلارمها را با استفاده از روش استدلال مورد پایه انجام می دهد. استدلال مورد پایه، فرایند چرخشی یکپارچه ای است که با یادگیری از روی تجربه، مسائل جدید را حل می کند. این روش می تواند در حوزه های مختلف تصمیم گیری، عیب یابی، تشخیص و طبقه بندی اطلاعات مورد استفاده قرار گیرد. شبیه ساز طراحی شده، شامل 3 زیرسیستم می باشد: 1- ...
15 صفحه اولDynamic Case Base Maintenance for a Case-Based Reasoning System
The success of a case-based reasoning system depends critically on the relevance of the case base. Much current CBR research focuses on how to compact and refine the contents of a case base at two stages, acquisition or learning, along the problem solving process. Although the two stages are closely related, there is few research on using strategies at both stages at the same time. This paper p...
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The project integrates work in natural language processing, machine learning, and the semantic web, bringing together these diverse disciplines in a novel way to address a real problem. The objective is to extract and categorize machine components and subsystems and their associated failures using a novel approach that combines text analysis, unsupervised text clustering, and domain models. Thr...
متن کاملOverview of Maintenance for Case based Reasoning Systems
The success of a Case Based Reasoning (CBR) system depends on the quality of case data and the speed of the retrieval process that can be expensive in time especially when the number of cases gets large. To guarantee this quality, maintenance the contents of a case base becomes necessarily. As a result, the research area of Case Base Maintenance (CBM) has drawn more and more attention to CBR sy...
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ژورنال
عنوان ژورنال: Knowledge-Based Systems
سال: 2020
ISSN: 0950-7051
DOI: 10.1016/j.knosys.2019.105283