Personal profile
Keywords
- HG Finance
- Fintech
- Banking
- Econometric methods
- Management
- customer relationship management
- HA Statistics
- Modeling
- Data science
- Business Valuation
- Artificial intelligence
- Explainable AI
- QA75 Electronic computers. Computer science
- Artificial intelligence
- Machine learning
- Multi Agent Systems
- Modelling and simulation
- Modeling
- Explainable AI
- GE Environmental Sciences
- Critical Raw Materials
- circular economy
- Data science
- Modelling and simulation
- Modelling
Artificial Intelligence Expert
- Energy, Sustainability, Environment and Circularity
- Smart and Service Industry
- Data Mining, Process Mining and Search
- Traditional Machine Learning
Climate Expert Keywords
- Data Science
- Circular Economy and Sustainable Industry
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty -
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
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A hybrid machine learning approach for customer valuation and decision-making in peer-to-peer lending
Machado, M. R. & Karray, S., Mar 2026, In: Decision Analytics Journal. 18, 100679.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Financing circularity strategies in critical raw materials supply chains: Toward a novel blended framework
Xie, K., Machado, M. R., Spierdijk, L. & Yazan, D. M., Jan 2026, In: Resources Policy. 112, 105811.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Multi-modal document classification in AEC asset management
Rademaker, F., Ahmed, F. & Machado, M. R., Mar 2026, In: Intelligent Systems with Applications. 29, 18 p., 200609.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Downloads (Pure) -
Advanced analytics to improve energy efficiency of steel industry - A systematic review on ladle logistics
Keshetti, A. R., Ruela, V. S. P., Chen, H. & Machado, M. R., Mar 2025, In: Cleaner Engineering and Technology. 25, 100907.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile5 Link opens in a new tab Citations (Scopus)72 Downloads (Pure) -
Advancing credit risk assessment in the retail banking industry: A hybrid approach using time series and supervised learning models
Goldmann, S. H., Machado, M. R. & Osterrieder, J. R., Nov 2025, In: Data and Knowledge Engineering. 160, 102490.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)6 Downloads (Pure)
Activities
- 1 Oral presentation
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Assessing Circularity and Sustainability in Hubs for Circularity: A Novel Approach for Optimizing SME Contributions
Rogetzer, P. (Contributor), Machado, M. (Speaker) & Yazan, D. M. (Contributor)
17 Jun 2024Activity: Talk or presentation › Oral presentation
Press/Media
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Circular Economy Knowledge Agenda
Yazan, D. M., Yu, Y., Rogetzer, P., van den Berg, M. C., Machado, M., Sharma, M., Alvino, L., Chen, H., Guericke, D., Trivella, A. & Koeva, M.
1/06/24
1 Media contribution
Press/Media: Public Engagement Activities