sample of publications
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articles
- Longitudinal segmented analysis of Internet usage and well-being among older adults. International Journal of Interactive Multimedia and Artificial Intelligence. 8:168-176. 2024
- A survey on machine learning for recurring concept drifting data streams. EXPERT SYSTEMS WITH APPLICATIONS. 213:1-17. 2023
- Benefits of investing in cryptocurrencies when liquidity is a factor. Research in International Business and Finance. 63:1-14. 2022
- Editor's Note [Special Issue on Artificial Intelligence in Economics, Finance and Business]. International Journal of Interactive Multimedia and Artificial Intelligence. 7:5-5. 2022
- AWS PredSpot: Machine Learning for Predicting the Price of Spot Instances in AWS Cloud. International Journal of Interactive Multimedia and Artificial Intelligence. 7:65-74. 2022
- Dynamic Generation of Investment Recommendations Using Grammatical Evolution. International Journal of Interactive Multimedia and Artificial Intelligence. 6:104-111. 2021
- Resampled efficient frontier integration for MOEAs. Entropy. 23:422. 2021
- Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators. EXPERT SYSTEMS WITH APPLICATIONS. 149:1-15. 2020
- Grammatical Evolution-based ensembles for algorithmic trading. APPLIED SOFT COMPUTING. 84:1-10. 2019
- Synthetic and real data sets for benchmarking non-cryptographic hash functions. Data in Brief. 25. 2019
- Evolutionary hash functions for specific domains. APPLIED SOFT COMPUTING. 78:58-69. 2019
- Data-Driven Interaction Review of an Ed-Tech Application. SENSORS. 19. 2019
- Evolution of trading strategies with flexible structures: A configuration comparison. NEUROCOMPUTING. 331:242-262. 2019
- Incremental Market Behavior Classification in Presence of Recurring Concepts. Entropy. 21:0-18. 2019
- Improving Children's Experience on a Mobile EdTech Platform through a Recommender System. Mobile Information Systems (discontinued). 2018. 2018
- Computational Intelligence in Finance and Economics [Guest Editorial]. IEEE Computational Intelligence Magazine. 13:13-13. 2018
- A recommender system based on implicit feedback for selective dissemination of ebooks. INFORMATION SCIENCES. 467:87-98. 2018
- Guest Editorial: Special Issue on Complex Systems in Finance and Economics. IEEE Systems Journal. 12:1087-1089. 2018
- Internet Use and Psychological Well-Being at Advanced Age: Evidence from the English Longitudinal Study of Aging. International Journal of Environmental Research and Public Health. 15. 2018
- Fuzzy techniques for IPO underpricing prediction. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. 35:367-381. 2018
- Portfolio Implementation Risk Management Using Evolutionary Multiobjective Optimization. Applied Sciences-Basel. 7. 2017
- Clustering technique for large-scale home care crew scheduling problems. APPLIED INTELLIGENCE. 47:443-455. 2017
- Random Forest Prediction of IPO Underpricing. Applied Sciences-Basel. 7. 2017
- Efficient dynamic resampling for dominance-based multiobjective evolutionary optimization. ENGINEERING OPTIMIZATION. 49:311-327. 2017
- Enhancing Financial Portfolio Robustness with an Objective Based on epsilon-Neighborhoods. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING. 15:479-515. 2016
- Robust technical trading strategies using GP for algorithmic portfolio selection. EXPERT SYSTEMS WITH APPLICATIONS. 46:307-315. 2016
- Combining RMT-based filtering with time-stamped resampling for robust portfolio optimization. International Journal of Computational Intelligence Systems. 8:874-885. 2015
- Soft computing in finance and economics. AI COMMUNICATIONS. 27:171-172. 2014
- Extended mean-variance model for reliable evolutionary portfolio optimization. AI COMMUNICATIONS. 27:315-324. 2014
- Multiobjective algorithms with resampling for portfolio optimization. COMPUTING AND INFORMATICS. 32:777-796. 2013
- Time-stamped resampling for robust evolutionary portfolio optimization. EXPERT SYSTEMS WITH APPLICATIONS. 39:10722-10730. 2012
- Predicting IPO underpricing with genetic algorithms. International Journal of Artificial Intelligence. 8:133-146. 2012
- Early Bankruptcy Prediction Using ENPC. APPLIED INTELLIGENCE. 29:157-161. 2008
- Soft Computing Techniques Applied to Finance. APPLIED INTELLIGENCE. 29:111-115. 2008
- Rendimiento en salidas a bolsa: un estudio mediante perceptrones multicapa. Actualidad Contable FACES. Año 11:78-88. 2008
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book chapters
- Automatic Search of Behavior Strategies in Auctions. In: Optimization Techniques or Solving Complex Problems. JOHN WILEY AND SONS LTD. 233-248. 2009
- Multi-Unit Auction Analysis by Means of Agent-Based Computational Economics. In: Artificial Economics: The Generative Method in Economics. SPRINGER. 93-101. 2009
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conference contributions