Personal values and credit scoring: new insights in the financial prediction

C Liberati, F Camillo - Journal of the Operational Research Society, 2018 - Taylor & Francis
The objective of quantitative credit scoring is to develop accurate models of classification.
Most attention has been devoted to deliver new classifiers based on variables commonly …

Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis

C Liberati, F Camillo, G Saporta - Advances in Data Analysis and …, 2017 - Springer
Due to the recent financial turmoil, a discussion in the banking sector about how to
accomplish long term success, and how to follow an exhaustive and powerful strategy in …

[PDF][PDF] Data adaptive simultaneous parameter and kernel selection in kernel discriminant analysis using information complexity

C Liberati, JA Howe, H Bozdogan - Journal of Pattern Recognition …, 2009 - Citeseer
Abstract Kernel Discriminant Analysis (KDA) is the usual extension of Fisher Linear
Discriminant Analysis (FLDA) in a high dimensional feature space via kernel mapping. KDA …

转子故障特征数据分类的KPCA-BFDA 方法

马再超, 赵荣珍, 杨文瑛 - 2013 - ir.lut.edu.cn
摘要对非线性转子系统故障特征数据的分类方法进行了研究. 在提出一种偏费歇判别分析法(
biased fisher discriminatory analysis, 简称BFDA) 的前提下, 进一步提出将核主成分分析法 …

Kernel Discriminant Analysis and Information Complexity: advanced models for micro-data mining and micro-marketing solutions

C Liberati, F Camillo - WIT Transactions on Information and …, 2006 - witpress.com
In this paper we shall consider Kernel Discriminant Analysis as an innovative tool for
supervised classification in a business vision as a marketing solution. The main idea we …

[PDF][PDF] The kernel approach in the future of data mining: many subjective choices in a complex landscape

IUP Complesso - researchgate.net
Il nostro lavoro vuole fornire alcuni spunti di riflessione circa il possibile uso futuro
dell'approccio kernel alla business intelligence. In letteratura sono noti i numerosi vantaggi …

[PDF][PDF] e-CRM, web semantic propensity models and micro-data-mining: an application of Kernel Discriminant Analysis to the Glam on Web case

FCC Liberati, F Neri - researchgate.net
The change of philosophy in the strategic management of the company, the infusion of
technology in the management of the information invaded all the business processes, with …

[PDF][PDF] Recent issues about textual information analysis in micro-marketing: methodological suggestions and some case studies

FCC Liberati - sis-statistica.org
Nel lavoro vengono trattate alcune tematiche circa l'uso delle tecniche di analisi delle
informazioni testuali per il moderno approccio al marketing one-to-one, ossia per il micro …

[PDF][PDF] Profiling a customer base through a sample survey: a data mining approach for business solution

F Camillo, C Liberati, K Athappilly - 2007 - amsacta.unibo.it
The customer profiling analysis today represents the target activity of marketing program
because it allows businesses to implement a solid marketing strategy. The recent …

[引用][C] Técnicas de data mining para el análisis de encuestas. Casos de estudio: Encuesta Estructural FOP Industria Manufacturera 2007 y Premio PYMES 2008 …

F Camillo