12 years 6 months ago
Case-based reasoning vs parametric models for software quality optimization
Background: There are many data mining methods but few comparisons between them. For example, there are at least two ways to build quality optimizers, programs that find project o...
Adam Brady, Tim Menzies
12 years 9 months ago
An Analysis of Current Trends in CBR Research Using Multi-View Clustering
The European Conference on Case-Based Reasoning (CBR) in 2008 marked 15 years of international and European CBR conferences where almost seven hundred research papers were publish...
Derek Greene, Jill Freyne, Barry Smyth, Pád...
542views Multimedia» more  ITS 2010»
12 years 9 months ago
A Case-Based Reasoning Approach to Provide Adaptive Feedback in Microworlds
This paper presents a case-based reasoning (CBR) approach to provide adaptive support in microworlds. Interaction in microworlds is complex and unstructured, making the analysis of...
Sergio Gutiérrez Santos, Mihaela Cocea, Geo...
12 years 9 months ago
A Fuzzy Non-linear Similarity Measure for Case-Based Reasoning Systems for Radiotherapy Treatment Planning
This paper presents a decision support system for treatment planning in brain cancer radiotherapy. The aim of a radiotherapy treatment plan is to apply radiation in a way that dest...
Rupa Jagannathan, Sanja Petrovic, Angela McKenna, ...
12 years 9 months ago
Using Ontologies in Case-Based Activity Recognition
Pervasive computing requires the ability to detect user activity in order to provide situation-specific services. Case-based reasoning can be used for activity recognition by usin...
Stephen Knox, Lorcan Coyle, Simon Dobson
118views more  AIR 1998»
12 years 11 months ago
Understanding Similarity: A Joint Project for Psychology, Case-Based Reasoning, and Law
Case-based Reasoning (CBR) began as a theory of human cognition, but has attracted relatively little direct experimental or theoretical investigation in psychology. However, psycho...
Ulrike Hahn, Nick Chater
97views more  APIN 2004»
12 years 11 months ago
FSfRT: Forecasting System for Red Tides
A hybrid neuro-symbolic problem-solving model is presented in which the aim is to forecast parameters of a complex and dynamic environment in an unsupervised way. In situations in ...
Florentino Fdez-Riverola, Juan M. Corchado
105views more  AICOM 2004»
12 years 11 months ago
Using WordNet for case-based retrieval of UML models
Software complexity has increased substantially in the last decade. This has made software development teams work faster and under tight budgets. Reusing software can be a way of s...
Paulo Gomes, Francisco C. Pereira, Paulo Paiva, Nu...
122views more  AIR 2005»
12 years 11 months ago
Retrieval Failure and Recovery in Recommender Systems
In case-based reasoning (CBR) approaches to product recommendation, descriptions of the available products are stored in a case library and retrieved in response to a query represe...
David McSherry
119views more  AIR 2005»
12 years 11 months ago
An Assessment of Case-Based Reasoning for Spam Filtering
Because of the changing nature of spam, a spam filtering system that uses machine learning will need to be dynamic. This suggests that a case-based (memory-based) approach may work...
Sarah Jane Delany, Padraig Cunningham, Lorcan Coyl...