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Dissertation
Success and Failure Predictions of FinTech Startups
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Year: 2020 Publisher: Liège Université de Liège (ULiège)

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Abstract

This project-thesis aims to find how to predict the future success or failure of a particular type of firms, that is to say the FinTech startups, based on information available at their establishment. To do so, the FinTech industry was inspected in details. Its evolution and last trends are depicted in the first part of the investigation. In addition, a state of the art of corporate failure prediction summarizing this practice from its premises in the 60s until today is displayed. To carry on this analysis, I decided to conduct a binary logistic regression on a sample of FinTech startups with the objective to separate failing and successful ones. Furthermore, I applied a feature selector, specifically the Least Absolute Shrinkage and Selection Operator (Tibshirani, 1996), on the analysis. Moreover, as the sample used is rather small and imbalanced, I decided to apply an over-sampling technique on it.


Book
Design and Management of Manufacturing Systems
Author:
Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Although the design and management of manufacturing systems have been explored in the literature for many years now, they still remain topical problems in the current scientific research. The changing market trends, globalization, the constant pressure to reduce production costs, and technical and technological progress make it necessary to search for new manufacturing methods and ways of organizing them, and to modify manufacturing system design paradigms. This book presents current research in different areas connected with the design and management of manufacturing systems and covers such subject areas as: methods supporting the design of manufacturing systems, methods of improving maintenance processes in companies, the design and improvement of manufacturing processes, the control of production processes in modern manufacturing systems production methods and techniques used in modern manufacturing systems and environmental aspects of production and their impact on the design and management of manufacturing systems. The wide range of research findings reported in this book confirms that the design of manufacturing systems is a complex problem and that the achievement of goals set for modern manufacturing systems requires interdisciplinary knowledge and the simultaneous design of the product, process and system, as well as the knowledge of modern manufacturing and organizational methods and techniques.

Keywords

Technology: general issues --- efficiency --- production processes --- machinery --- production maintenance --- logistic regression --- production process capability --- product quality --- monitoring of production processes --- process variables --- production planning optimization --- closed-loop green supply chain --- government subsidy --- stackelberg game --- re-manufacturing --- polish manufacturing company --- additive manufacturing technology --- questionnaire survey --- empirical research --- semi-Markov model --- Markov model --- empirical data distribution --- readiness --- production machines --- 8 disciplines method --- custom cable assemblies --- defects --- functional test --- customer satisfaction --- hard computing approach --- p-median problem --- generalized cell formation --- assembly-line balancing --- multi-objective optimization --- simulated annealing --- multilayer network --- production process design --- unit and small-lot production design for manufacturability --- fuzzy logic --- eco-design --- end-of-life treatment --- recycling --- solar power plant --- wind power plant --- life cycle analysis --- advanced industrial engineering --- modelling and simulation --- factory of the future --- smart factory --- manufacturing systems --- production planning optimisation --- decision support --- additive manufacturing --- fused filament fabrication --- CFR-PEEK --- optimal process parameters --- manufacturing performance --- multiple response optimization --- reconfigurable manufacturing system --- Petri net --- deadlock --- siphon --- supervisory controller --- reengineering --- simulation --- productivity --- batch processors --- real-time control --- dispatching --- wafer fabrication --- semiconductor manufacturing --- system-wide performance --- robust scheduling --- predictive scheduling --- machine failure --- failure prediction --- constraint programming --- constraint satisfaction problem --- cost estimation --- decision support systems --- multicriteria optimization --- production planning --- project management --- layout --- 3D printing devices --- methods of optimizing the arrangement of workstations --- car tire production process --- rubber industry --- environmental impact --- Life Cycle Assessment --- entire product lifecycle --- decision-making process --- lean maintenance --- effectiveness --- decision trees --- rough set theory --- n/a


Book
Design and Management of Manufacturing Systems
Author:
Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

Although the design and management of manufacturing systems have been explored in the literature for many years now, they still remain topical problems in the current scientific research. The changing market trends, globalization, the constant pressure to reduce production costs, and technical and technological progress make it necessary to search for new manufacturing methods and ways of organizing them, and to modify manufacturing system design paradigms. This book presents current research in different areas connected with the design and management of manufacturing systems and covers such subject areas as: methods supporting the design of manufacturing systems, methods of improving maintenance processes in companies, the design and improvement of manufacturing processes, the control of production processes in modern manufacturing systems production methods and techniques used in modern manufacturing systems and environmental aspects of production and their impact on the design and management of manufacturing systems. The wide range of research findings reported in this book confirms that the design of manufacturing systems is a complex problem and that the achievement of goals set for modern manufacturing systems requires interdisciplinary knowledge and the simultaneous design of the product, process and system, as well as the knowledge of modern manufacturing and organizational methods and techniques.

Keywords

Technology: general issues --- efficiency --- production processes --- machinery --- production maintenance --- logistic regression --- production process capability --- product quality --- monitoring of production processes --- process variables --- production planning optimization --- closed-loop green supply chain --- government subsidy --- stackelberg game --- re-manufacturing --- polish manufacturing company --- additive manufacturing technology --- questionnaire survey --- empirical research --- semi-Markov model --- Markov model --- empirical data distribution --- readiness --- production machines --- 8 disciplines method --- custom cable assemblies --- defects --- functional test --- customer satisfaction --- hard computing approach --- p-median problem --- generalized cell formation --- assembly-line balancing --- multi-objective optimization --- simulated annealing --- multilayer network --- production process design --- unit and small-lot production design for manufacturability --- fuzzy logic --- eco-design --- end-of-life treatment --- recycling --- solar power plant --- wind power plant --- life cycle analysis --- advanced industrial engineering --- modelling and simulation --- factory of the future --- smart factory --- manufacturing systems --- production planning optimisation --- decision support --- additive manufacturing --- fused filament fabrication --- CFR-PEEK --- optimal process parameters --- manufacturing performance --- multiple response optimization --- reconfigurable manufacturing system --- Petri net --- deadlock --- siphon --- supervisory controller --- reengineering --- simulation --- productivity --- batch processors --- real-time control --- dispatching --- wafer fabrication --- semiconductor manufacturing --- system-wide performance --- robust scheduling --- predictive scheduling --- machine failure --- failure prediction --- constraint programming --- constraint satisfaction problem --- cost estimation --- decision support systems --- multicriteria optimization --- production planning --- project management --- layout --- 3D printing devices --- methods of optimizing the arrangement of workstations --- car tire production process --- rubber industry --- environmental impact --- Life Cycle Assessment --- entire product lifecycle --- decision-making process --- lean maintenance --- effectiveness --- decision trees --- rough set theory --- n/a


Book
Design and Management of Manufacturing Systems
Author:
Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

Loading...
Export citation

Choose an application

Bookmark

Abstract

Although the design and management of manufacturing systems have been explored in the literature for many years now, they still remain topical problems in the current scientific research. The changing market trends, globalization, the constant pressure to reduce production costs, and technical and technological progress make it necessary to search for new manufacturing methods and ways of organizing them, and to modify manufacturing system design paradigms. This book presents current research in different areas connected with the design and management of manufacturing systems and covers such subject areas as: methods supporting the design of manufacturing systems, methods of improving maintenance processes in companies, the design and improvement of manufacturing processes, the control of production processes in modern manufacturing systems production methods and techniques used in modern manufacturing systems and environmental aspects of production and their impact on the design and management of manufacturing systems. The wide range of research findings reported in this book confirms that the design of manufacturing systems is a complex problem and that the achievement of goals set for modern manufacturing systems requires interdisciplinary knowledge and the simultaneous design of the product, process and system, as well as the knowledge of modern manufacturing and organizational methods and techniques.

Keywords

efficiency --- production processes --- machinery --- production maintenance --- logistic regression --- production process capability --- product quality --- monitoring of production processes --- process variables --- production planning optimization --- closed-loop green supply chain --- government subsidy --- stackelberg game --- re-manufacturing --- polish manufacturing company --- additive manufacturing technology --- questionnaire survey --- empirical research --- semi-Markov model --- Markov model --- empirical data distribution --- readiness --- production machines --- 8 disciplines method --- custom cable assemblies --- defects --- functional test --- customer satisfaction --- hard computing approach --- p-median problem --- generalized cell formation --- assembly-line balancing --- multi-objective optimization --- simulated annealing --- multilayer network --- production process design --- unit and small-lot production design for manufacturability --- fuzzy logic --- eco-design --- end-of-life treatment --- recycling --- solar power plant --- wind power plant --- life cycle analysis --- advanced industrial engineering --- modelling and simulation --- factory of the future --- smart factory --- manufacturing systems --- production planning optimisation --- decision support --- additive manufacturing --- fused filament fabrication --- CFR-PEEK --- optimal process parameters --- manufacturing performance --- multiple response optimization --- reconfigurable manufacturing system --- Petri net --- deadlock --- siphon --- supervisory controller --- reengineering --- simulation --- productivity --- batch processors --- real-time control --- dispatching --- wafer fabrication --- semiconductor manufacturing --- system-wide performance --- robust scheduling --- predictive scheduling --- machine failure --- failure prediction --- constraint programming --- constraint satisfaction problem --- cost estimation --- decision support systems --- multicriteria optimization --- production planning --- project management --- layout --- 3D printing devices --- methods of optimizing the arrangement of workstations --- car tire production process --- rubber industry --- environmental impact --- Life Cycle Assessment --- entire product lifecycle --- decision-making process --- lean maintenance --- effectiveness --- decision trees --- rough set theory --- n/a

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