by theotherdimension | Oct 19, 2022 | Research Paper
Discovering Periodicity in Locally Repeating Patterns Abstract Our latest research article, “Discovering Periodicity in Locally Repeating Patterns” has been accepted to the 9th IEEE International Conference on Data Science and Advanced Analytics. We address the...
by theotherdimension | May 12, 2021 | Research Paper
Mental Accounting and Loan Choice: Evidence from a Social Media Survey Abstract We conduct a survey through social media platforms in Vietnam to examine what personal characteristics impact mental accounting behaviour in consumer loan choice. We find that older...
by theotherdimension | May 12, 2021 | Research Paper
Building a Credit Risk Model using Transfer Learning and Domain Adaptation Abstract Transfer learning has been successfully applied to the credit risk domain to predict the probability of default for “new to credit” individuals and small businesses. However when the...
by theotherdimension | May 12, 2021 | Research Paper
Transfer Learning in Credit Risk Abstract In the credit risk domain, lenders frequently face situations where there is no, or limited historical lending outcome data. This generally results in limited or unaffordable credit for some individuals and small businesses....
by theotherdimension | May 12, 2021 | Research Paper
Knowledge Graphs in Support of Credit Risk Assessment Abstract In comparison with domain ontologies, knowledge graphs are less complex to build. They remove the burden of specifying boundaries for the domain and reduce completeness and consistency requirements. They...
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