SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Knowledge graph driven credit risk assessment for micro, small and medium-sized enterprises
16 references·1 citing·54 second hopsampled
Knowledge graph driven credit risk assessment for micro, small and medium-sized enterprises (2023)Knowledge graph driven credit risk assess…Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic (2021)Innovative Finance, Technolog…Deep learning for credit scoring: Do or don’t? (2021)Deep learning for credit scor…A benchmark of machine learning approaches for credit score prediction (2020)A benchmark of machine learni…Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction (2018)Exploring the synergetic effe…Creating Strategic Business Value from Big Data Analytics: A Research Framework (2018)Creating Strategic Business V…A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: An application in credit scoring (2018)A novel multi-stage hybrid mo…The use of profit scoring as an alternative to credit scoring systems in peer-to-peer (P2P) lending (2016)The use of profit scoring as …Market Mechanisms in Online Peer-to-Peer Lending (2016)Market Mechanisms in Online P…Inventory, Risk Shifting, and Trade Credit (2016)Inventory, Risk Shifting, and…Financial credit risk assessment: a recent review (2015)Financial credit risk assessm…Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending (2014)Evaluating credit risk and lo…Editorial —Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research (2014)Editorial —Big Data, Data Sci…Strength in Numbers: How Does Data-Driven Decisionmaking Affect Firm Performance? (2011)Strength in Numbers: How Does…The Gini Index and Measures of Inequality (2010)The Gini Index and Measures o…A more complete conceptual framework for SME finance (2006)A more complete conceptual fr…OECD SME and Entrepreneurship Outlook 2005 (2005)OECD SME and Entrepreneurship…Credit risk assessment of small and micro enterprise based on machine learning (2024)Credit risk assessment of sma…An Evolutionary Theory of Economic Change. (1983)Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending (1996)Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value1 (2004)Data Science and its Relationship to Big Data and Data-Driven Decision Making (2013)Big Data for Development: A Review of Promises and Challenges (2015)The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance (2021)Finance and Growth: Schumpeter Might Be Right (1993)The Benefits of Lending Relationships: Evidence from Small Business Data (1994)Law and Finance (1998)Access to Financial Services: A Review of the Issues and Public Policy Objectives (2006)Bank ownership and efficiency in China: What will happen in the world’s largest nation? (2007)Information: Hard and Soft (2018)CONJECTURES AND REFUTATIONS (1963)To Explain or to Predict? (2010)Data science and prediction (2013)Data Science (2017)Algorithms at Work: The New Contested Terrain of Control (2019)The Sociotechnical Axis of Cohesion for the is Discipline: Its Historical Legacy and its Continued Relevance1 (2019)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)Credit Rationing in Markets with Imperfect Information (1981)Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning (2018)The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform (2019)Methods of Measuring the Concentration of Wealth (1905)On the measurement of inequality (1970)Income, Poverty, and Health Insurance Coverage In The United States: 2006 (2007)A global-scale analysis of the sharing economy model – an AirBnB case study (2022)Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics (2022)Revisiting Gini for equitable humanitarian logistics (2022)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)A novel heterogeneous ensemble credit scoring model based on bstacking approach (2017)Cost-sensitive boosted tree for loan evaluation in peer-to-peer lending (2017)Soft consensus cost models for group decision making and economic interpretations (2019)Job Market Signaling (1973)Dynamic capabilities and strategic management (1997)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Achieving superior organizational performance via big data predictive analytics: A dynamic capability view (2019)Big Data Analytics Capabilities and Innovation: The Mediating Role of Dynamic Capabilities and Moderating Effect of the Environment (2019)Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm’s operational inefficiency and competitiveness (2021)Instance-based credit risk assessment for investment decisions in P2P lending (2015)Risk assessment in social lending via random forests (2015)Measuring the model risk-adjusted performance of machine learning algorithms in credit default prediction (2022)Algorithmic discrimination in the credit domain: what do we know about it? (2023)Machine Learning for Credit Risk Prediction: A Systematic Literature Review (2023)Screening vs. Rationing in Credit Markets with Imperfect Information (1985)The evolution of platform business models: Exploring competitive battles in the world of platforms (2019)Governance and Design of Digital Platforms: A Review and Future Research Directions on a Meta-Organization (2021)Firm Resources and Sustained Competitive Advantage (1991)Firm resources and sustained competitive advantage (2004)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Digital Innovations in MSMEs during Economic Disruptions: Experiences and Challenges of Young Entrepreneurs (2022)Do Access to Finance, Technical Know-How, and Financial Literacy Offer Women Empowerment Through Women’s Entrepreneurial Development? (2022)The Effect of Technology Adaptation and Government Financial Support on Sustainable Performance of MSMEs during the COVID-19 Pandemic (2023)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2006A more complete conceptual framework for SME finance2,011 cited
  • 2018Creating Strategic Business Value from Big Data Analytics: A Research Framework960 cited
  • 2011Strength in Numbers: How Does Data-Driven Decisionmaking Affect Firm Performance?797 cited
  • 2014Editorial —Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research611 cited
  • 2014Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending495 cited
  • 2010The Gini Index and Measures of Inequality297 cited
  • 2016Market Mechanisms in Online Peer-to-Peer Lending275 cited
  • 2021Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic262 cited
  • 2016The use of profit scoring as an alternative to credit scoring systems in peer-to-peer (P2P) lending253 cited
  • 2020A benchmark of machine learning approaches for credit score prediction253 cited
  • 2016Inventory, Risk Shifting, and Trade Credit251 cited
  • 2021Deep learning for credit scoring: Do or don’t?241 cited
  • 2015Financial credit risk assessment: a recent review234 cited
  • 2005OECD SME and Entrepreneurship Outlook 2005215 cited
  • 2018A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: An application in credit scoring

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

139 cited
  • 2018Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction138 cited
  • Cited by

    • 2024Credit risk assessment of small and micro enterprise based on machine learning39 cited