Dynamics of firm financial evolution and bankruptcy prediction

Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

Author(s):

Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

Type: Academic publication
Date: le 01/06/2017
Research Cluster : Financial Analysis and Accounting
Source : Expert Systems with Applications

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Data Mining, Neural Networks, Machine Learning

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Data Mining, Neural Networks, Machine Learning

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Data Mining, Neural Networks, Machine Learning

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Data Mining, Neural Networks, Machine Learning

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Data Mining, Neural Networks, Machine Learning

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Expert Systems with Applications (2017), International Journal of Legal Medicine (2016), La Revue des Sciences de Gestion (2015 ; 2016), Banque & Droit (2013), European Journal of Operational Research (2012 ; 2014 ; 2016), Decision Support Systems (2011 ; 2018), Banque & Stratégie (2011), Revue Banque (2011 ; 2012 ; 2013 ; 2014 ; 2015), Neurocomputing (2010 ; 2015), Forensic Science International (2009 ; 2011 ; 2014 ; 2015), Bankers Markets Investors (2009 ; 2011 ; 2012 ; 2013)

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Philippe du Jardin, Ph.D, is Professor of Information technology at EDHEC Business school, currently coordinator of the courses in information technology, and conducts his research works within the Edhec Financial Analysis and Accounting Research Centre. Prior to coming to EDHEC, he has held academic appointments at Ceram business school (Skema), Aix-Marseille University and Nice University and has served as a consultant for various companies for questions related to IT and data-mining issues. His research interests focus on credit risk and company financial failure and he is interested in neural networks and nonlinear models. He has published his works in leading international journals.

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Data Mining, Neural Networks, Machine Learning

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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Expert Systems with Applications, Volume 75, 1 June 2017, Pages 25-43

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