Tree space prototypes: Another look at making tree ensembles interpretable
Ensembles of decision trees perform well on many problems, but are not interpretable. In
contrast to existing approaches in interpretability that focus on explaining relationships …
contrast to existing approaches in interpretability that focus on explaining relationships …
Toward an eco-innovative method based on a better use of resources: application to chemical process preliminary design
Chemical industries have the potential to become a driving force to introduce efficient
production practices for reducing the negative impact on the environment. In order to meet …
production practices for reducing the negative impact on the environment. In order to meet …
[ΒΙΒΛΙΟ][B] Case-based reasoning: a concise introduction
B López - 2013 - books.google.com
Case-based reasoning is a methodology with a long tradition in artificial intelligence that
brings together reasoning and machine learning techniques to solve problems based on …
brings together reasoning and machine learning techniques to solve problems based on …
Reciprocal frame (RF) architecture design based on statistical analysis of geometrical form parameters from built cases and parametric simulations
Based on empirical case data and parametric simulations, this study employs statistical
induction to explore a design methodology of reciprocal frame (RF) at the initial design …
induction to explore a design methodology of reciprocal frame (RF) at the initial design …
Is it time for studying real-life debiasing? Evaluation of the effectiveness of an analogical intervention technique
The aim of this study was to initiate the exploration of debiasing methods applicable in real-
life settings for achieving lasting improvement in decision making competence regarding …
life settings for achieving lasting improvement in decision making competence regarding …
A data warehouse-based system for service customization recommendations in product-service systems
Nowadays, manufacturers are shifting from a traditional product-centric business paradigm
to a service-centric one by offering products that are accompanied by services, which is …
to a service-centric one by offering products that are accompanied by services, which is …
A hybrid knowledge-based recommender for product-service systems mass customization
Manufacturers today compete to offer not only products, but products accompanied by
services, which are referred to as product-service systems (PSSs). PSS mass customization …
services, which are referred to as product-service systems (PSSs). PSS mass customization …
[PDF][PDF] Trace-Based Reasoning—Modeling interaction traces for reasoning on experiences
Abstract This paper addresses Trace-Based Reasoning (TBR) by using Case-Based
Reasoning (CBR) as a descriptive framework. TBR is a reasoning paradigm in which …
Reasoning (CBR) as a descriptive framework. TBR is a reasoning paradigm in which …
Continuous search in constraint programming
This work presents the concept of Continuous Search (CS), which objective is to allow any
user to eventually get their constraint solver achieving a top performance on their problems …
user to eventually get their constraint solver achieving a top performance on their problems …
Effective retrieval and new indexing method for case based reasoning: application in chemical process design
N Stéphane, R Hector - Engineering Applications of Artificial Intelligence, 2010 - Elsevier
In this paper we try to improve the retrieval step for case based reasoning for preliminary
design. This improvement deals with three major parts of our CBR system. First, in the …
design. This improvement deals with three major parts of our CBR system. First, in the …