Anthony Bellotti

University of Nottingham Ningbo China

Associate Professor

199 Taikang East Road

Yinzhou

Ningbo, Zhejiang 315100

China

SCHOLARLY PAPERS

9

DOWNLOADS

1,690

TOTAL CITATIONS

22

Scholarly Papers (9)

1.

Forecasting Recovery Rates on Non-Performing Loans with Machine Learning

Credit Scoring and Credit Control Conference XVI
Number of pages: 29 Posted: 12 Aug 2019 Last Revised: 06 Sep 2019
University of Nottingham Ningbo China, Imperial College London - Department of Mathematics, Louvain Finance Center (LFIN), UCLouvain and LFIN/LIDAM, UCLouvain
Downloads 730 (70,787)
Citation 15

Abstract:

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Risk Management, Recovery Rate, Non-Performing Loans, Forecasting

2.

Estimating Unbiassed Expected Loss, with Application to Consumer Credit

Number of pages: 23 Posted: 13 Feb 2017
Anthony Bellotti
University of Nottingham Ningbo China
Downloads 544 (102,985)
Citation 3

Abstract:

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Expected Loss, Consumer credit

3.

Modelling Recovery Rates for Non-performing Loans

Number of pages: 22 Posted: 20 Oct 2018
Anthony Bellotti and Hui Ye
University of Nottingham Ningbo China and Imperial College London - Department of Mathematics
Downloads 202 (298,768)
Citation 4

Abstract:

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LGD recovery, non-performing loan, beta regression

4.

New Urban Land Use Layout Modelling System Based on Wave Function Collapse Algorithm

Number of pages: 16 Posted: 03 Aug 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Nottingham - Department of Architecture and Built Environment, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham Ningbo China
Downloads 112 (486,190)

Abstract:

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WFC algorithm, land use, generative design, Complex system, urban research

5.

Aldii: Adaptive Learning-Based Document Image Inpainting to Enhance the Handwritten Chinese Character Legibility of Human and Machine

Number of pages: 19 Posted: 20 Aug 2024
Qinglin Mao, Jingjin Li, Hang ZHOU, Pushpendu Kar and Anthony Bellotti
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, Nottingham University Business School China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham Ningbo China
Downloads 32 (898,852)

Abstract:

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Document image inpainting, Domain Adaptation, Blind image inpainting, Optical Character Recognition (OCR)

6.

Metamorphic Testing and Exploration for Machine Learning Credit Score Models

Number of pages: 52 Posted: 17 Jan 2024
Zhihao Ying, Anthony Bellotti, Joseph L Breeden and David Towey
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham Ningbo China, Prescient Models and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 32 (898,852)

Abstract:

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Credit score, Machine Learning, Model Validation, Metamorphic testing, metamorphic exploration, metamorphic relation

7.

Sfidmt-Art: A Metamorphic Group Generation Method Based on Adaptive Random Testing Applied to Source and Follow-Up Input Domains

Number of pages: 17 Posted: 29 Mar 2024
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham Ningbo China, Swinburne University of Technology and University of Wollongong
Downloads 17 (1,051,885)

Abstract:

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Metamorphic Testing, metamorphic group, metamorphic relation, adaptive random testing, input domain.

8.

Pruning Convolutional Neural Networks for Inductive Conformal Prediction

Number of pages: 43 Posted: 28 Apr 2024
Xindi ZHAO, Amin Farjudian and Anthony Bellotti
affiliation not provided to SSRN, University of Birmingham and University of Nottingham Ningbo China
Downloads 15 (1,074,841)

Abstract:

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Conformal prediction, Neural pruning, Uncertainty estimation, Filter-level pruning, Convolutional neural network

9.

Determinants of Loan Funding Success and Default for a Chinese Microfinance Portfolio

Number of pages: 1 Posted: 21 Nov 2024
Chang Chuan Goh, Wanning Li, Anthony Bellotti and Xiuping Hua
University of Nottingham, Ningbo - University of Nottingham Ningbo China, Hefei University, University of Nottingham Ningbo China and University of Nottingham Ningbo China - Business School
Downloads 6 (1,181,112)

Abstract:

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Loan funding success, Default, Informal financial market, Chinese microfinance industry