7
H index
6
i10 index
281
Citations
Vlerick Business School | 7 H index 6 i10 index 281 Citations RESEARCH PRODUCTION: 16 Articles 3 Chapters RESEARCH ACTIVITY:
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Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Stijn Viaene. | Is cited by: | Cites to: |
| Journals with more than one article published | # docs |
|---|---|
| Intelligent Systems in Accounting, Finance and Management | 4 |
| European Journal of Operational Research | 3 |
| International Journal of IT/Business Alignment and Governance (IJITBAG) | 2 |
| Year | Title of citing document |
|---|---|
| 2025 | A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective. (2025). Zhao, YU ; Du, Huaming. In: Papers. RePEc:arx:papers:2211.14997. Full description at Econpapers || Download paper |
| 2024 | Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning. (2024). Zhang, Zhiqiang ; Kang, Yulin ; Zhao, Yeyu ; Huang, Kai ; Zhou, Jun ; Wang, Daixin. In: Papers. RePEc:arx:papers:2403.06482. Full description at Econpapers || Download paper |
| 2025 | Cash Flow Underwriting with Bank Transaction Data: Advancing MSME Financial Inclusion in Malaysia. (2025). Boon, Yin Yin ; Low, Wei Zeng ; Ng, Chun Chet. In: Papers. RePEc:arx:papers:2510.16066. Full description at Econpapers || Download paper |
| 2025 | Machine learning and financial inclusion: Evidence from credit risk assessment of small-business loans in China. (2025). Shu, Lianjie ; Qian, Yihe ; Lin, Jianxiong ; Yang, Zhang. In: Working Papers. RePEc:boa:wpaper:202532. Full description at Econpapers || Download paper |
| 2025 | Boosting credit risk models. (2025). Baesens, Bart ; Smedts, Kristien. In: The British Accounting Review. RePEc:eee:bracre:v:57:y:2025:i:4:s0890838923000884. Full description at Econpapers || Download paper |
| 2025 | Inherently interpretable machine learning for credit scoring: Optimal classification tree with hyperplane splits. (2025). Wu, Zhibin ; Tu, Jiancheng. In: European Journal of Operational Research. RePEc:eee:ejores:v:322:y:2025:i:2:p:647-664. Full description at Econpapers || Download paper |
| 2024 | Bridging accuracy and interpretability: A rescaled cluster-then-predict approach for enhanced credit scoring. (2024). Kang, Ming-Hsuan ; Bai, Le-Chi ; Lee, I-Han ; Teng, Huei-Wen. In: International Review of Financial Analysis. RePEc:eee:finana:v:91:y:2024:i:c:s1057521923005215. Full description at Econpapers || Download paper |
| 2024 | The Synergistic Effects of Digital Technology Application and ESG Performance on Corporate Performance. (2024). Qi, Yudong ; Han, Minmin ; Zhang, Chao. In: Finance Research Letters. RePEc:eee:finlet:v:61:y:2024:i:c:s1544612324000370. Full description at Econpapers || Download paper |
| 2024 | Optimal insurance design under asymmetric Nash bargaining. (2024). Hu, Tao ; Chi, Yichun ; Zheng, Jiakun ; Zhao, Zhengtang. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:119:y:2024:i:c:p:194-209. Full description at Econpapers || Download paper |
| 2025 | Auto insurance fraud detection: Leveraging cost sensitive and insensitive algorithms for comprehensive analysis. (2025). Schalck, Meryem Yankol. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:122:y:2025:i:c:p:44-60. Full description at Econpapers || Download paper |
| 2025 | Stepping in and stepping aside: Employees navigating digital transformation paradoxes. (2025). Kratochvil, Renate. In: Journal of Business Research. RePEc:eee:jbrese:v:191:y:2025:i:c:s0148296325000761. Full description at Econpapers || Download paper |
| 2024 | A hybrid stochastic data envelopment analysis and decision tree for performance prediction in retail industry. (2024). Sajadi, Seyed Mojtaba ; Taghizadeh-Yazdi, Mohammadreza ; Lagzi, Mohammad Dana. In: Journal of Retailing and Consumer Services. RePEc:eee:joreco:v:80:y:2024:i:c:s0969698924002042. Full description at Econpapers || Download paper |
| 2024 | Banks can help? Evidence in the speed of lending for COVID-19 personal relief loans and financial inclusion. (2024). Hsiao, Yu-Jen ; Lo, Wen-Chi ; Kung, Ming-Hsin ; Chang, Chuang-Chang. In: Pacific-Basin Finance Journal. RePEc:eee:pacfin:v:86:y:2024:i:c:s0927538x24001999. Full description at Econpapers || Download paper |
| 2025 | Digital maturity, dynamic capabilities and innovation performance in high-tech SMEs. (2025). Lou, Yanchun ; Gooi, Leong Mow ; Jie, Honglan. In: International Review of Economics & Finance. RePEc:eee:reveco:v:99:y:2025:i:c:s1059056025001340. Full description at Econpapers || Download paper |
| 2024 | Who gets the money? A qualitative analysis of fintech lending and credit scoring through the adoption of AI and alternative data. (2024). Mestwerdt, Sonke ; Tschirner, Sebastian ; Mauer, Rene ; Tigges, Maximilian. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:205:y:2024:i:c:s0040162524002877. Full description at Econpapers || Download paper |
| 2025 | The relationship of digital transformation and corporate sustainability: Synergies and tensions. (2025). Hautala-Kankaanp, Tuire ; Pekkola, Samuli ; Ologeanu-Taddei, Roxana ; Hnigsberg, Sarah ; Weritz, Pauline ; Wache, Hendrik ; Mittermeier, Ferdinand ; Tana, Silviana ; Dang, Duong. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:210:y:2025:i:c:s0040162524006073. Full description at Econpapers || Download paper |
| 2025 | Developing the value of legal judgments of supply chain finance for credit risk prediction through novel ACWGAN-GPSA approach. (2025). Chen, Yuxi ; Xiong, YU ; Wang, Weiqing. In: Transportation Research Part E: Logistics and Transportation Review. RePEc:eee:transe:v:196:y:2025:i:c:s1366554525000614. Full description at Econpapers || Download paper |
| 2024 | Actuarial Risk Management Practices and Firm Performance: The Mediating Role of E-Service Innovation. (2024). Arief, Muhtosim ; Hamsal, Mohammad ; Elidjen, Elidjen ; Widianto, Dwi. In: JRFM. RePEc:gam:jjrfmx:v:17:y:2024:i:5:p:204-:d:1394050. Full description at Econpapers || Download paper |
| 2024 | Incorporating Digital Footprints into Credit-Scoring Models through Model Averaging. (2024). Zhang, Zhiyuan ; Zheng, Chenlu ; Zhu, Jianping ; Wang, Linhui. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:18:p:2907-:d:1480491. Full description at Econpapers || Download paper |
| 2024 | Identifying Hidden Factors Associated with Household Emergency Fund Holdings: A Machine Learning Application. (2024). Heo, Wookjae ; Grable, John E ; Kwak, Eun Jin ; Kim, Eunchan. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:2:p:182-:d:1314100. Full description at Econpapers || Download paper |
| 2024 | Performance Assessment of Logistic Regression (LR), Artificial Neural Network (ANN), Fuzzy Inference System (FIS) and Adaptive Neuro-Fuzzy System (ANFIS) in Predicting Default Probability: The Case of a Tunisian Islamic Bank. (2024). Bougatef, Khemaies ; Ayed, Nadia. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:3:d:10.1007_s10614-023-10496-y. Full description at Econpapers || Download paper |
| 2025 | Integration of CNN Models and Machine Learning Methods in Credit Score Classification: 2D Image Transformation and Feature Extraction. (2025). Solak, Bilal ; Toaar, Mesut ; Gr, Yunus Emre. In: Computational Economics. RePEc:kap:compec:v:65:y:2025:i:5:d:10.1007_s10614-025-10893-5. Full description at Econpapers || Download paper |
| 2024 | Claims fraud detection with uncertain labels. (2024). Vandervorst, Flix ; Verbeke, Wouter ; Verdonck, Tim. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:18:y:2024:i:1:d:10.1007_s11634-023-00568-0. Full description at Econpapers || Download paper |
| 2024 | Websites’ data: a new asset for enhancing credit risk modeling. (2024). Liberati, Caterina ; Crosato, Lisa ; Domenech, Josep. In: Annals of Operations Research. RePEc:spr:annopr:v:342:y:2024:i:3:d:10.1007_s10479-023-05306-5. Full description at Econpapers || Download paper |
| 2025 | Non-negative Sparse Matrix Factorization for Soft Clustering of Territory Risk Analysis. (2025). Lawniczak, Anna T ; Gan, Chong ; Xie, Shengkun. In: Annals of Data Science. RePEc:spr:aodasc:v:12:y:2025:i:1:d:10.1007_s40745-024-00570-z. Full description at Econpapers || Download paper |
| 2024 | Managing Dynamics in and Around Business Processes. (2024). Janiesch, Christian ; Grisold, Thomas ; Wynn, Moe Thandar ; Roglinger, Maximilian. In: Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK. RePEc:spr:binfse:v:66:y:2024:i:5:d:10.1007_s12599-024-00895-2. Full description at Econpapers || Download paper |
| 2025 | A dimension reduction assisted credit scoring method for big data with categorical features. (2025). Miljkovic, Tatjana ; Wang, Pei. In: Financial Innovation. RePEc:spr:fininn:v:11:y:2025:i:1:d:10.1186_s40854-024-00689-1. Full description at Econpapers || Download paper |
| 2024 | Advancing Content Synthesis in Macro-Task Crowdsourcing Facilitation Leveraging Natural Language Processing. (2024). Dombetzki, Luca ; Whl, Moritz ; Meindl, Oliver ; Laubacher, Robert ; Gimpel, Henner. In: Group Decision and Negotiation. RePEc:spr:grdene:v:33:y:2024:i:5:d:10.1007_s10726-024-09894-w. Full description at Econpapers || Download paper |
| Year | Title | Type | Cited |
|---|---|---|---|
| 2002 | Insurance bargaining under risk aversion In: Economic Modelling. [Full Text][Citation analysis] | article | 9 |
| 2002 | Bayesian neural network learning for repeat purchase modelling in direct marketing In: European Journal of Operational Research. [Full Text][Citation analysis] | article | 48 |
| 2005 | Cost-sensitive learning and decision making revisited In: European Journal of Operational Research. [Full Text][Citation analysis] | article | 13 |
| 2007 | Strategies for detecting fraudulent claims in the automobile insurance industry In: European Journal of Operational Research. [Full Text][Citation analysis] | article | 22 |
| 2016 | Constructive deviance as a driver for performance in retail In: Journal of Retailing and Consumer Services. [Full Text][Citation analysis] | article | 12 |
| 2005 | How KLM Gets CRM in the Air - CRM Excellence in Practice In: Review of Business and Economic Literature. [Full Text][Citation analysis] | article | 0 |
| 2010 | Linking the Strategic Importance of ICT with Investment in Business-ICT Alignment: An Explorative Framework In: International Journal of IT/Business Alignment and Governance (IJITBAG). [Full Text][Citation analysis] | article | 0 |
| 2011 | Engaging in Turbulent Times: Direction Setting for Business and IT Alignment In: International Journal of IT/Business Alignment and Governance (IJITBAG). [Full Text][Citation analysis] | article | 0 |
| 2004 | Insurance Fraud: Issues and Challenges In: The Geneva Papers on Risk and Insurance - Issues and Practice. [Full Text][Citation analysis] | article | 23 |
| 2003 | Benchmarking state-of-the-art classification algorithms for credit scoring In: Journal of the Operational Research Society. [Full Text][Citation analysis] | article | 147 |
| 2015 | Driving digital: welcome to the ExConomy In: Journal of Financial Perspectives. [Citation analysis] | article | 0 |
| 2022 | Identifying Digital Transformation Paradoxes In: Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK. [Full Text][Citation analysis] | article | 5 |
| 2021 | Cultivating Digital Transformation at Arcadis In: Management for Professionals. [Citation analysis] | chapter | 0 |
| 2018 | Fast Fish Eat Slow Fish: Business Transformation at Autogrill In: Management for Professionals. [Citation analysis] | chapter | 0 |
| 2001 | Wrapped input selection using multilayer perceptrons for repeat‐purchase modeling in direct marketing In: Intelligent Systems in Accounting, Finance and Management. [Full Text][Citation analysis] | article | 1 |
| 2009 | Intelligence‐led policing at the Amsterdam‐Amstelland Police Department: operationalized business intelligence with an enterprise ambition In: Intelligent Systems in Accounting, Finance and Management. [Full Text][Citation analysis] | article | 0 |
| 2010 | Curbing domestic violence: instantiating C–K theory with formal concept analysis and emergent self‐organizing maps In: Intelligent Systems in Accounting, Finance and Management. [Full Text][Citation analysis] | article | 0 |
| 2020 | The digital future of internal staffing: A vision for transformational electronic human resource management In: Intelligent Systems in Accounting, Finance and Management. [Full Text][Citation analysis] | article | 1 |
| 2003 | Illustrating the Explicative Capabilities of Bayesian Learning Neural Networks for Auto Claim Fraud Detection In: World Scientific Book Chapters. [Full Text][Citation analysis] | chapter | 0 |
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