Dimension reduction techniques for distributional symbolic data R Verde, A Irpino, A Balzanella IEEE transactions on cybernetics 46 (2), 344-355, 2015 | 34 | 2015 |
Cluster analysis: An application to a real mixed-type data set G Caruso, SA Gattone, A Balzanella, T Di Battista Models and Theories in Social Systems, 525-533, 2019 | 30 | 2019 |
Clustering spatio-functional data: a model based approach E Romano, A Balzanella, R Verde Classification as a Tool for Research: Proceedings of the 11th IFCS Biennial …, 2010 | 30 | 2010 |
Spatial variability clustering for spatially dependent functional data E Romano, A Balzanella, R Verde Statistics and Computing 27, 645-658, 2017 | 24 | 2017 |
Clustering multiple data streams A Balzanella, Y Lechevallier, R Verde New Perspectives in Statistical Modeling and Data Analysis: Proceedings of …, 2011 | 14* | 2011 |
A new regionalization method for spatially dependent functional data based on local variogram models: an application on environmental data E Romano, A Balzanella, R Verde Atti del 45th Scientific Meeting of the Italian Statistical Society, Padova, 2010 | 14 | 2010 |
Exploring a federated learning approach to enhance authorship attribution of misleading information from heterogeneous sources F Marulli, A Balzanella, L Campanile, M Iacono, M Mastroianni 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 13 | 2021 |
A regionalization method for spatial functional data based on variogram models: an application on environmental data E Romano, A Balzanella, R Verde Advances in Theoretical and Applied Statistics, 99-108, 2013 | 13 | 2013 |
Building statistical indicators of equitable and sustainable well-being in a functional framework F Maturo, A Balzanella, T Di Battista Social Indicators Research 146 (3), 449-471, 2019 | 11 | 2019 |
Nonmetric MDS consensus community detection C Drago, A Balzanella Advances in Statistical Models for Data Analysis, 97-105, 2015 | 10 | 2015 |
Data stream summarization by histograms clustering A Balzanella, L Rivoli, R Verde Statistical models for data analysis, 27-35, 2013 | 10 | 2013 |
Dimensionality reduction techniques for streaming time series: A new symbolic approach A Balzanella, A Irpino, R Verde Classification as a Tool for Research: Proceedings of the 11th IFCS Biennial …, 2010 | 10 | 2010 |
Histogram-based clustering of multiple data streams A Balzanella, R Verde Knowledge and Information Systems 62 (1), 203-238, 2020 | 9 | 2020 |
Summarizing and Detecting Structural Drifts from Multiple Data Streams A Balzanella, R Verde | 6 | 2013 |
Co-clustering algorithms for distributional data with automated variable weighting FAT De Carvalho, A Balzanella, A Irpino, R Verde Information Sciences 549, 87-115, 2021 | 5 | 2021 |
Modified half-region depth for spatially dependent functional data A Balzanella, E Romano, R Verde Stochastic Environmental Research and Risk Assessment, 1-17, 2016 | 5 | 2016 |
Classification as a tool for research E Romano, A Balzanella, R Verde Proceedings of the 11th IFCS Biennial conference and 33rd annual conference …, 2009 | 5 | 2009 |
Spatial prediction and spatial dependence monitoring on georeferenced data streams A Balzanella, A Irpino Statistical Methods & Applications 29 (1), 101-128, 2020 | 4 | 2020 |
A depth function for geostatistical functional data A Balzanella, R Elvira Advances in Statistical Models for Data Analysis, 9-16, 2015 | 4 | 2015 |
Batch self-organizing maps for distributional data with an automatic weighting of variables and components FAT de Carvalho, A Irpino, R Verde, A Balzanella Journal of Classification 39 (2), 343-375, 2022 | 3 | 2022 |