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Loan default prediction by combining soft information extracted from descriptive text in online peer-to-peer lending

Annals of operations research, 2018-07, Vol.266 (1-2), p.511-529

2018

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Investigating the role of social presence dimensions and information support on consumers’ trust and shopping intentions

Journal of retailing and consumer services, 2019-11, Vol.51, p.263-270

2019

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Clues from networks: quantifying relational risk for credit risk evaluation of SMEs

Financial innovation (Heidelberg), 2022-10, Vol.8 (1), p.1-41, Article 91

2022

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Increasing the Accuracy of Soil Nutrient Prediction by Improving Genetic Algorithm Backpropagation Neural Networks

Symmetry (Basel), 2023-01, Vol.15 (1), p.151

2023

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Structural and optoelectrical properties of Nb-TiO2 films fabricated by low-energy magnetron sputtering and post-annealing

Surface & coatings technology, 2019-05, Vol.365, p.10-14

2019

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Analyzing market performance via social media： a case study of a banking industry crisis

Science China. Information sciences, 2014-05, Vol.57 (5), p.29-46

2014

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Assessing product competitive advantages from the perspective of customers by mining user-generated content on social media

Decision Support Systems, 2019-08, Vol.123, p.113079, Article 113079

2019

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Using contextual features and multi-view ensemble learning in product defect identification from online discussion forums

Decision Support Systems, 2018-01, Vol.105, p.1-12

2018

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A prediction-driven mixture cure model and its application in credit scoring

European journal of operational research, 2019-08, Vol.277 (1), p.20-31

2019

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Combining review-based collaborative filtering and matrix factorization: A solution to rating's sparsity problem

Decision Support Systems, 2022-05, Vol.156, p.113748, Article 113748

2022

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Depicting Risk Profile over Time: A Novel Multiperiod Loan Default Prediction Approach

MIS quarterly, 2023-12, Vol.47 (4), p.1455-1486

2023

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Know Where to Invest: Platform Risk Evaluation in Online Lending

Information systems research, 2022-09, Vol.33 (3), p.765-783

2022

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Mining semantic features in patent text for financial distress prediction

Technological forecasting & social change, 2023-05, Vol.190, p.122450, Article 122450

2023

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Diagnosis with incomplete multi-view data: A variational deep financial distress prediction method

Technological forecasting & social change, 2024-04, Vol.201, Article 123269

2024

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Mining Semantic Soft Factors for Credit Risk Evaluation in Peer-to-Peer Lending

Journal of management information systems, 2020-01, Vol.37 (1), p.282-308

2020

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Benchmarking state-of-the-art imbalanced data learning approaches for credit scoring

Expert systems with applications, 2023-03, Vol.213, p.118878, Article 118878

2023

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Representing and discovering heterogeneous interactions for financial risk assessment of SMEs

Expert systems with applications, 2024-08, Vol.247, p.123330, Article 123330

2024

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Assessing financial distress of SMEs through event propagation: An adaptive interpretable graph contrastive learning model

Decision Support Systems, 2024-05, Vol.180, Article 114195

2024

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The value of official website information in the credit risk evaluation of SMEs

Journal of business research, 2023-12, Vol.169, p.114290, Article 114290

2023

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Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention

Decision Support Systems, 2024-04, Vol.179, p.114176, Article 114176

2024

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Mining semantic features in current reports for financial distress prediction: Empirical evidence from unlisted public firms in China

International journal of forecasting, 2022-07, Vol.38 (3), p.1086-1099

2022

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A privacy-preserving decentralized credit scoring method based on multi-party information

Decision Support Systems, 2023-03, Vol.166, p.113910, Article 113910

2023

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Predicting financial distress using multimodal data: An attentive and regularized deep learning method

Information processing & management, 2024-07, Vol.61 (4), Article 103703

2024

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Capturing helpful reviews from social media for product quality improvement: a multi-class classification approach

International journal of production research, 2017-06, Vol.55 (12), p.3528-3541

2017

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Prioritized Experience Replay based on Multi-armed Bandit

Expert systems with applications, 2022-03, Vol.189, p.116023, Article 116023

2022

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Loan default prediction by combining soft information extracted from descriptive text in online peer-to-peer lending

Investigating the role of social presence dimensions and information support on consumers’ trust and shopping intentions

Clues from networks: quantifying relational risk for credit risk evaluation of SMEs

Increasing the Accuracy of Soil Nutrient Prediction by Improving Genetic Algorithm Backpropagation Neural Networks

Structural and optoelectrical properties of Nb-TiO2 films fabricated by low-energy magnetron sputtering and post-annealing

Analyzing market performance via social media： a case study of a banking industry crisis

Assessing product competitive advantages from the perspective of customers by mining user-generated content on social media

Using contextual features and multi-view ensemble learning in product defect identification from online discussion forums

A prediction-driven mixture cure model and its application in credit scoring

Combining review-based collaborative filtering and matrix factorization: A solution to rating's sparsity problem

Depicting Risk Profile over Time: A Novel Multiperiod Loan Default Prediction Approach

Know Where to Invest: Platform Risk Evaluation in Online Lending

Mining semantic features in patent text for financial distress prediction

Diagnosis with incomplete multi-view data: A variational deep financial distress prediction method

Mining Semantic Soft Factors for Credit Risk Evaluation in Peer-to-Peer Lending

Benchmarking state-of-the-art imbalanced data learning approaches for credit scoring

Representing and discovering heterogeneous interactions for financial risk assessment of SMEs

Assessing financial distress of SMEs through event propagation: An adaptive interpretable graph contrastive learning model

The value of official website information in the credit risk evaluation of SMEs

Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention

Mining semantic features in current reports for financial distress prediction: Empirical evidence from unlisted public firms in China

A privacy-preserving decentralized credit scoring method based on multi-party information

Predicting financial distress using multimodal data: An attentive and regularized deep learning method

Capturing helpful reviews from social media for product quality improvement: a multi-class classification approach

Prioritized Experience Replay based on Multi-armed Bandit

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