Doumpos Michael

Michael Doumpos

Information about the author Michael Doumpos will soon be added to the site.
Found 31 papers in total
Development of a Robust Multicriteria Classification Model for Monitoring the Postoperative Behaviour of Heart Patients
Development of a Robust Multicriteria Classification Model for Monitoring the Postoperative Behaviour of Heart Patients
2016
Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia occurring in...
Multicriteria decision systems for financial problems
Multicriteria decision systems for financial problems
2013
Financial decision making is involved with a plethora of important issues for...
Learning non‐monotonic additive value functions for multicriteria decision making
Learning non‐monotonic additive value functions for multicriteria decision making
2012
Multiattribute additive value functions constitute an important class of models for...
A Multicriteria Outranking Modeling Approach for Credit Rating
A Multicriteria Outranking Modeling Approach for Credit Rating
2011
Rating models are widely used by credit institutions to obtain estimates for the...
A hybrid ACO‐GRASP algorithm for clustering analysis
A hybrid ACO‐GRASP algorithm for clustering analysis
2011
Cluster analysis is an important tool for data exploration and it has been applied in...
Modelling banking sector stability with multicriteria approaches
Modelling banking sector stability with multicriteria approaches
2010
Banking crises can be damaging for the economy, and as the recent experience has...
An experimental comparison of some efficient approaches for training support vector machines
An experimental comparison of some efficient approaches for training support vector machines
2004
Support Vector Machines (SVMs) are one of the most widely used techniques for...
Prediction of acquisition targets in the UK: A multicriteria approach
Prediction of acquisition targets in the UK: A multicriteria approach
2004
This paper illustrates the use of a multicriteria decision aid technique for the...
Model combination for credit risk assessment: A stacked generalization approacb
Model combination for credit risk assessment: A stacked generalization approacb
2007
The development of credit risk assessment models is often considered within a...
A multicriteria discrimination approach to model qualified audit reports
A multicriteria discrimination approach to model qualified audit reports
2004
This study investigates the contribution of financial and non-financial information to...
Developing a multicriteria knowledge-based decision support system for the assessment of corporate performance and viability: The FINEVA system
Developing a multicriteria knowledge-based decision support system for the assessment of corporate performance and viability: The FINEVA system
1996
The purpose of this paper is to present the FINEVA multicriteria knowledge-based...
A multicriteria method for sorting decision problems under uncertainty
A multicriteria method for sorting decision problems under uncertainty
1997
A sorting problem involves the assignment of a set of alternatives described over a...
Business failure prediction using rough sets: A comparison with multivariate analysis techniques
Business failure prediction using rough sets: A comparison with multivariate analysis techniques
1999
Several multivariate analysis techniques have been used in the past for the prediction...
Multi-criteria decision aid in financial decision making: methodologies and literature review
Multi-criteria decision aid in financial decision making: methodologies and literature review
2002
Over the past decades the complexity of financial decisions has increased rapidly,...
On the use of a multi-criteria hierarchical discrimination approach for country risk assessment
On the use of a multi-criteria hierarchical discrimination approach for country risk assessment
2002
Country risk is an issue with multidimensional implications in economic and social...
A multicriteria classification approach based on pairwise comparisons
A multicriteria classification approach based on pairwise comparisons
2004
Classification refers to the assignment of a set of alternatives into predefined...
Developing sorting models using preference disaggregation analysis: An experimental investigation
Developing sorting models using preference disaggregation analysis: An experimental investigation
2004
Within the field of multicriteria decision aid, sorting refers to the assignment of a...
A stacked generalization framework for credit risk assessment
A stacked generalization framework for credit risk assessment
2002
Credit risk assessment has been a major research topic in finance during the past two...
Business failure prediction: A comparison of classification methods
Business failure prediction: A comparison of classification methods
2002
Business failure prediction is one of the most essential problems in the field of...
Assessing profitability factors in the Greek banking system: a multicriteria methodology
Assessing profitability factors in the Greek banking system: a multicriteria methodology
2002
The increasing competition in the national and international banking markets, the...
Multi-criteria classification methods in financial and banking decisions
Multi-criteria classification methods in financial and banking decisions
2002
Over the past two decades, the quantitative analysis of financial and banking...
Multicriteria preference disaggregation for classification problems with an application to global investing risk
Multicriteria preference disaggregation for classification problems with an application to global investing risk
2001
Mathematical programming and multicriteria approaches to classification and...
Multi-group discrimination using multi-criteria analysis: Illustrations from the field of finance
Multi-group discrimination using multi-criteria analysis: Illustrations from the field of finance
2002
The primary objective in the discrimination problem is to assign a set of alternatives...
Credit risk assessment using a multicriteria hierarchical discrimination approach: A comparative analysis
Credit risk assessment using a multicriteria hierarchical discrimination approach: A comparative analysis
2002
Corporate credit risk assessment decisions involve two major issues: the determination...
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