DASE
Data Analytics Science & Engineering
Publicaciones (335) Publicaciones en las que ha participado algún/a investigador/a
2024
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Advance Monitoring of COVID-19 Incidence Based on Taxi Mobility: The Infection Ratio Measure
Healthcare (Switzerland), Vol. 12, Núm. 5
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Classification performance assessment for imbalanced multiclass data
Scientific Reports, Vol. 14, Núm. 1
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Effective Identification and Authentication of Healthcare IoT Using Fog Computing with Hybrid Cryptographic Algorithm
Symmetry, Vol. 16, Núm. 6
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Walkability index for world heritage cities in developing countries
Environment and Planning B: Urban Analytics and City Science
2023
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Comparative Analysis of the Prediction of the Academic Performance of Entering University Students Using Decision Tree and Random Forest
Lecture Notes in Networks and Systems
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Evolutionary feature selection on high dimensional data using a search space reduction approach
Engineering Applications of Artificial Intelligence, Vol. 117
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Shifting Pattern Biclustering and Boolean Reasoning Symmetry
Symmetry, Vol. 15, Núm. 11
2022
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A new challenge for data analytics: transposons
BioData Mining
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Land Use Identification through Social Network Interaction
Applied Sciences (Switzerland), Vol. 12, Núm. 17
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Multiclass Classification Performance Curve
IEEE Access, Vol. 10, pp. 68915-68921
2021
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Earthquake Prediction in California Using Feature Selection Techniques
16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) Advances in Intelligent Systems and Computing
2020
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Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning
Pattern Analysis and Applications, Vol. 23, Núm. 1, pp. 467-491
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Searching for Association Rules to Forecast Earthquakes
Iberian Conference on Information Systems and Technologies, CISTI
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Searching for Association Rules to Forecast Earthquakes
2020 15TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2020)
2019
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A novel ensemble method for electric vehicle power consumption forecasting: Application to the Spanish system
IEEE Access, Vol. 7, pp. 120840-120856
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A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data
Theoretical and Applied Climatology, Vol. 137, Núm. 1-2, pp. 637-653
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A novel hybrid algorithm to forecast functional time series based on pattern sequence similarity with application to electricity demand
Energies, Vol. 12, Núm. 1
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Application of discrete-interval moving seasonalities to Spanish electricity demand forecasting during easter
Energies, Vol. 12, Núm. 6
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Big data and natural disasters: New approaches for spatial and temporal massive data analysis
Computers and Geosciences
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Big data solar power forecasting based on deep learning and multiple data sources
Expert Systems