4.7 Article

A Machine Learning-based DSS for mid and long-term company crisis prediction

Related references

Note: Only part of the references are listed.
Article Business, Finance

Assessing the credit worthiness of Italian SMEs and mini-bond issuers

Edward Altman et al.

GLOBAL FINANCE JOURNAL (2020)

Article Computer Science, Artificial Intelligence

From local explanations to global understanding with explainable AI for trees

Scott M. Lundberg et al.

NATURE MACHINE INTELLIGENCE (2020)

Article Management

A Generalized Bin Packing Problem for parcel delivery in last-mile logistics

Mauro Maria Baidi et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2019)

Article Computer Science, Artificial Intelligence

Data analytic approach for bankruptcy prediction

H. Son et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Green & Sustainable Science & Technology

Startups' Roads to Failure

Marco Cantamessa et al.

SUSTAINABILITY (2018)

Article Engineering, Biomedical

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

Scott M. Lundberg et al.

NATURE BIOMEDICAL ENGINEERING (2018)

Article Computer Science, Artificial Intelligence

Machine learning models and bankruptcy prediction

Flavio Barboza et al.

EXPERT SYSTEMS WITH APPLICATIONS (2017)

Article Computer Science, Artificial Intelligence

Solvency prediction for small and medium enterprises in banking

Silvia Figini et al.

DECISION SUPPORT SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Hybrid genetic algorithm and fuzzy clustering for bankruptcy prediction

Chih-Hsun Chou et al.

APPLIED SOFT COMPUTING (2017)

Article Business, Finance

Financial and nonfinancial variables as long-horizon predictors of bankruptcy

Edward I. Altman et al.

JOURNAL OF CREDIT RISK (2016)

Article Computer Science, Artificial Intelligence

Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction

Myoung-Jong Kim et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Management

The Multi-Handler Knapsack Problem under Uncertainty

Guido Perboli et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2014)

Article Computer Science, Artificial Intelligence

An experimental comparison of classification algorithms for imbalanced credit scoring data sets

Iain Brown et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Artificial Intelligence

A genetic algorithm-based approach to cost-sensitive bankruptcy prediction

Ning Chen et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Business, Finance

Financial distress and idiosyncratic volatility: An empirical investigation

Jing Chen et al.

JOURNAL OF FINANCIAL MARKETS (2010)

Article Computer Science, Artificial Intelligence

Measuring classifier performance: a coherent alternative to the area under the ROC curve

David J. Hand

MACHINE LEARNING (2009)

Article Business

Failure processes and causes of company bankruptcy: a typology

Hubert Ooghe et al.

MANAGEMENT DECISION (2008)

Article Computer Science, Artificial Intelligence

Neural and wavelet network models for financial distress classification

VM Becerra et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2005)

Article Business, Finance

Assessing the probability of bankruptcy

SA Hillegeist et al.

REVIEW OF ACCOUNTING STUDIES (2004)

Article Statistics & Probability

Greedy function approximation: A gradient boosting machine

JH Friedman

ANNALS OF STATISTICS (2001)