Computer-based design synthesis research: an overview

A Chakrabarti, K Shea, R Stone, J Cagan… - 2011 - asmedigitalcollection.asme.org
One of the hallmarks of engineering design is the design synthesis phase where the
creativity of the designer most prominently comes into play as solutions are generated to …

Soft computing in engineering design–A review

KM Saridakis, AJ Dentsoras - Advanced Engineering Informatics, 2008 - Elsevier
The present paper surveys the application of soft computing (SC) techniques in engineering
design. Within this context, fuzzy logic (FL), genetic algorithms (GA) and artificial neural …

Retrieval, reuse, revision and retention in case-based reasoning

RL De Mantaras, D McSherry, D Bridge… - The Knowledge …, 2005 - cambridge.org
Case-based reasoning (CBR) is an approach to problem solving that emphasizes the role of
prior experience during future problem solving (ie, new problems are solved by reusing and …

Learning adaptation knowledge to improve case-based reasoning

S Craw, N Wiratunga, RC Rowe - Artificial intelligence, 2006 - Elsevier
Case-Based Reasoning systems retrieve and reuse solutions for previously solved
problems that have been encountered and remembered as cases. In some domains …

Case base mining for adaptation knowledge acquisition

M d'Aquin, F Badra, S Lafrogne, J Lieber… - arXiv preprint cs …, 2007 - arxiv.org
In case-based reasoning, the adaptation of a source case in order to solve the target
problem is at the same time crucial and difficult to implement. The reason for this difficulty is …

Design, innovation and case-based reasoning

AK Goel, S Craw - The Knowledge Engineering Review, 2005 - cambridge.org
The design task is especially appropriate for applying, integrating, exploring and pushing
the boundaries of case-based reasoning. In this paper, we briefly review the challenges that …

[PDF][PDF] Extração de Conhecimento de Dados

J Gama, APL Carvalho, K Faceli, AC Lorena… - Edições …, 2017 - moodle2425.up.pt
Extração de Conhecimento de Dados Page 1 Extração de Conhecimento de Dados Data
Mining JOÃO GAMA ANDRÉ PONCE DE LEON CARVALHO KATTI FACELI ANA …

A case-based reasoning system for PCB defect prediction

CY Tsai, CC Chiu, JS Chen - Expert Systems with Applications, 2005 - Elsevier
The manufacturing process for a new Printed Circuit Board (PCB) design is often instable
and might generate a number of defects during the complicated production process. Defects …

A hybrid case adaptation approach for case-based reasoning

CA Policastro, AC Carvalho, ACB Delbem - Applied Intelligence, 2008 - Springer
Abstract Case-Based Reasoning is a methodology for problem solving based on past
experiences. This methodology tries to solve a new problem by retrieving and adapting …

Enhancing case-based regression with automatically-generated ensembles of adaptations

V Jalali, D Leake - Journal of Intelligent Information Systems, 2016 - Springer
Instance-based methods have been successfully applied to numerical prediction
(regression) tasks in many domains. Such methods often rely on a simple combination …