Sfoglia per Autore
Clustering spatial data through optimal transport
2023 Balzanella, Antonio; Verde, Rosanna
A Clusterwise regression method for distributional data
2023 Balzanella, Antonio; Verde, Rosanna; de Carvalho, Francisco de A. T.
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components
2022 de Carvalho, Francisco de A. T.; Irpino, Antonio; Verde, Rosanna; Balzanella, Antonio
Mining Distributed Acoustic Sensing data for vehicle traffic monitoring
2022 Balzanella, Antonio; Verde, Rosanna
A generalised clusteriwise regression for distributional data
2021 Verde, Rosanna; de Carvalho, Francisco de A. T.; Balzanella, Antonio
Clustering of data recorded by Distributed Acoustic Sensors to identify vehicle passage and typology
2021 Balzanella, Antonio; Nacchia, Stefania
Mining multiple time sequences through co-clustering algorithms for distributional data
2021 Balzanella, Antonio; Irpino, Antonio; Francisco T. de A., de Carvalho
Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources
2021 Marulli, F.; Balzanella, A.; Campanile, L.; Iacono, M.; Mastroianni, M.
Co-clustering algorithms for distributional data with automated variable weighting
2021 De Carvalho, Francisco A. T.; Balzanella, Antonio; Irpino, Antonio; Verde, Rosanna
A Clusterwise regression method for Distributional-valued Data
2020 Verde, Rosanna; de Carvalho, Francisco de A. T.; Balzanella, Antonio
A Spatial Dependence Measure and Prediction of Georeferenced Data Streams Summarized by Histograms
2020 Verde, Rosanna; Balzanella, Antonio
Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications
2020 Balzanella, Antonio; D’Angelo, Salvatore; Iacono, Mauro; Nacchia, Stefania; Verde, Rosanna
Histogram-based clustering of multiple data streams
2019 Balzanella, A.; Verde, R.
Building Statistical Indicators of Equitable and Sustainable Well-Being in a Functional Framework
2019 Maturo, F.; Balzanella, A.; Di Battista, T.
A new ordinary kriging predictor for histogram data in L2-Wasserstein space
2019 Balzanella, A.; Verde, R.; Irpino, A.
Data Analysis and Applications 1, Clustering and Regression, Modeling-estimating, Forecasting and Data Mining. Volume 2 – Big Data, Artificial Intelligence and Data Analysis
2019 Balzanella, Antonio; Verde, Rosanna
Histogram-Based Clustering of Sensor Network Data
2019 Balzanella, Antonio; Verde, Rosanna
Monitoring the spatial correlation among functional data streams through Moran’s Index
2019 Balzanella, A.; Romano, E.; Verde, R.; Fortuna, F.; Maturo, F.; Gattone, S. A.; Di Battista, T.
Spatial prediction and spatial dependence monitoring on georeferenced data streams
2019 Balzanella, Antonio; Irpino, Antonio
Clustering of spatio-temporal data based on marked variograms
2018 Balzanella, A.; Verde, R.
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