sample of publications
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articles
- A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices. SENSORS. 19. 2019
- Incremental Market Behavior Classification in Presence of Recurring Concepts. Entropy. 21:0-18. 2019
- Grid-enabled evolution strategies for large-scale home care crew scheduling. Cluster Computing-The Journal of Networks Software Tools and Applications. 21:1261-1273. 2018
- System steganalysis with automatic fingerprint extraction. PLoS One. 13. 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
- Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks. INFORMATION SCIENCES. 418:363-382. 2017
- An online classification algorithm for large scale data streams: IGNGSVM. NEUROCOMPUTING. 262:67-76. 2017
- Clustering technique for large-scale home care crew scheduling problems. APPLIED INTELLIGENCE. 47:443-455. 2017
- Efficient dynamic resampling for dominance-based multiobjective evolutionary optimization. ENGINEERING OPTIMIZATION. 49:311-327. 2017
- AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE). 39:1082-1091. 2009
- Michigan Particle Swarm Optimization for Prototype Reduction in Classification Problems. NEW GENERATION COMPUTING. 27:239-257. 2009
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conference contributions
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thesis