Rosanna Verde

发表

A Novel Feature Selection Method for Classification Using a Fuzzy Criterion

Mario Rosario Guarracino, Maria Brigida Ferraro, Antonio Irpino, 2013, LION.

Outlier detection for a robust curve clustering algorithm

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2007 .

User-Centered Design, Improvement and Analysis of Information Systems

Yves Lechevallier, Fabrice Rossi, Florent Masseglia, 2004 .

Order statistics for histogram data and a box plot visualization tool

Antonio Irpino, Rosanna Verde, Antonio Balzanella, 2015, Symbolic Data Analysis and Visualization.

New Results - Web Usage Mining Methods

Yves Lechevallier, Fabrice Rossi, Florent Masseglia, 2005 .

Comparing Histogram Data Using a Mahalanobis–Wasserstein Distance

Antonio Irpino, Rosanna Verde, A. Irpino, 2008 .

Co-clustering algorithms for histogram data

Francisco de A. T. de Carvalho, Rosanna Verde, Antonio Balzanella, 2018 .

Dynamic clustering of interval data using a Wasserstein-based distance

Antonio Irpino, Rosanna Verde, A. Irpino, 2008, Pattern Recognit. Lett..

A New Interval Data Distance Based on the Wasserstein Metric

Antonio Irpino, Rosanna Verde, 2007, GfKl.

Statistics and Data Science: new challenges, new generations

Alessandra Petrucci, Rosanna Verde, 2017 .

Symbolic Data Analysis: A New Tool in Data Mining

Rosanna Verde, N. Carlo Lauro, 2000 .

A new spatial prediction method for georeferenced data streams

Antonio Irpino, Rosanna Verde, Antonio Balzanella, 2015 .

Summarizing streaming data via a functional data approach

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2008 .

Clustering Multiple Data Streams

Yves Lechevallier, Rosanna Verde, Antonio Balzanella, 2011 .

Data Stream Summarization by Histograms Clustering

Rosanna Verde, Antonio Balzanella, Lidia Rivoli, 2013, Statistical Models for Data Analysis.

Spatial variability clustering for spatially dependent functional data

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2016, Statistics and Computing.

A Box-Plot and Outliers Detection Proposal for Histogram Data: New Tools for Data Stream Analysis

Antonio Irpino, Rosanna Verde, Lidia Rivoli, 2014 .

Deep Based Recommender System For Relevant K Pick-up Points

Ali Yahyaouy, Rosanna Verde, Ayoub Berdeddouch, 2020, 2020 International Conference on Intelligent Systems and Computer Vision (ISCV).

New Results - Data Mining Methods

Yves Lechevallier, Fabrice Rossi, Florent Masseglia, 2006 .

Summarizing and Detecting Structural Drifts from Multiple Data Streams

Rosanna Verde, Antonio Balzanella, 2013, Classification and Data Mining.

Monitoring the Spatial Correlation Among Functional Data Streams Through Moran’s Index

Francesca Fortuna, Rosanna Verde, Antonio Balzanella, 2017 .

Dynamic Clustering of Histogram Data: Using the Right Metric

Antonio Irpino, Rosanna Verde, A. Irpino, 2007 .

Subsystem identification within a complex system

Josep M. Mirats Tur, Rosanna Verde, 2000, ESM.

Ordinary Least Squares for Histogram Data Based on Wasserstein Distance

Antonio Irpino, Rosanna Verde, A. Irpino, 2010, COMPSTAT.

Automatic Clustering for Web Usage Mining

Brigitte Trousse, Rosanna Verde, Doru Tanasa, 2003 .

A Metric Based Approach for the Least Square Regression of Multivariate Modal Symbolic Data

Antonio Irpino, Rosanna Verde, A. Irpino, 2013, Statistical Models for Data Analysis.

A New Wasserstein Based Distance for the Hierarchical Clustering of Histogram Symbolic Data

Antonio Irpino, Rosanna Verde, A. Irpino, 2006, Data Science and Classification.

Multiclass Generalized Eigenvalue Proximal Support Vector Machines

Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde, 2010, 2010 International Conference on Complex, Intelligent and Software Intensive Systems.

Supervised classification of distributed data streams for smart grids

Antonio Irpino, Rosanna Verde, Mario R. Guarracino, 2012 .

A Modal Symbolic Pattern Classifier

Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Rosanna Verde, 2004 .

Fuzzy clustering of distributional data with automatic weighting of variable components

Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde, 2017, Inf. Sci..

Symbolic Clustering of Large Datasets

Yves Lechevallier, Francisco de A. T. de Carvalho, Rosanna Verde, 2006, Data Science and Classification.

A Dynamical Clustering Algorithm for Multi-nominal Data

Yves Lechevallier, Rosanna Verde, Francisco de A. T. de Carvalho, 2000 .

New clustering methods for interval data

Yves Lechevallier, Marie Chavent, Rosanna Verde, 2006, Comput. Stat..

Histogram-based clustering of multiple data streams

Rosanna Verde, Antonio Balzanella, R. Verde, 2019, Knowledge and Information Systems.

Crossed Clustering Method on Symbolic Data Tables

Yves Lechevallier, Rosanna Verde, Y. Lechevallier, 2005 .

Dimension Reduction Techniques for Distributional Symbolic Data

Antonio Irpino, Rosanna Verde, Antonio Balzanella, 2013, IEEE Transactions on Cybernetics.

Summarizing and Mining Streaming Data via a Functional Data Approach

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2011 .

Revealing spatial variability structures of geostatistical functional data via Dynamic Clustering

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2011, 1106.5348.

Self Organizing Maps for distributional data

Antonio Irpino, Rosanna Verde, 2018 .

Generalised Canonical Analysis on Symbolic objects

Rosanna Verde, 1999 .

Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition

Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde, 2013, Classification and Data Mining.

Multiple Linear Regression for Histogram Data using Least Squares of Quantile Functions: a Two-components model

Antonio Irpino, Rosanna Verde, A. Irpino, 2011, HDSDA.

Clustering Data Streams by On-Line Proximity Updating

Yves Lechevallier, Rosanna Verde, Antonio Balzanella, 2013, Classification and Data Mining.

Representation of Symbolic Objects according to the description structures

Antonio Irpino, Rosanna Verde, N. C. Lauro, 2002 .

Outliers Detection Strategy for a Curve Clustering Algorithm

Rosanna Verde, Elvira Romano, Balzanella Antonio, 2010 .

Fuzzy clustering of distribution-valued data using adaptive L2 Wasserstein distances

Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde, 2016, 1605.00513.

Data Stream Summarization by On-Line Histograms Clustering

Rosanna Verde, Antonio Balzanella, Lidia Rivoli, 2011, EGC.

SCLUST Help Guide - Dynamic Clustering

Yves Lechevallier, Rosanna Verde, Francisco de A. T. de Carvalho, 2004 .

Classification and multivariate analysis for complex data structures

Maurizio Vichi, Rosanna Verde, Bernard Fichet, 2011 .

Histogram-Based Clustering of Sensor Network Data

Rosanna Verde, Antonio Balzanella, R. Verde, 2019, Data Analysis and Applications 1.

Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance

Antonio Irpino, Rosanna Verde, A. Irpino, 2012, Advances in Data Analysis and Classification.

The median of a set of histograms

Antonio Irpino, Rosanna Verde, Lidia Rivoli, 2012 .

A Semi-Fuzzy Partition Algorithm

Rosanna Verde, Domenica Matranga, 1996 .

The median of a set of histogram data

Antonio Irpino, Rosanna Verde, Lidia Rivoli, 2012 .

A Regionalization Method for Spatial Functional Data Based on Variogram Models: An Application on Environmental Data

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2013 .

Fuzzy regularized generalized eigenvalue classifier with a novel membership function

Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde, 2013, Inf. Sci..

New Results - Web Mining and Web applications

Yves Lechevallier, Florent Masseglia, Anne-Marie Vercoustre, 2004 .

Dynamic clustering of histogram data based on adaptive squared Wasserstein distances pdf

Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde, 2011, Expert Syst. Appl..

Factorial Methods with Cohesion Constraints on Symbolic Objects

Rosanna Verde, Francesco Palumbo, N. C. Lauro, 2000 .

Clustering and Change Detection in Multiple Streaming Time Series

Rosanna Verde, Antonio Balzanella, 2013, ICA3PP.

On the use of Wasserstein metric in topological clustering of distributional data pdf

Antonio Irpino, Rosanna Verde, Younes Bennani, 2021, ArXiv.

Dependence Rules Influence on Factorial representation of Boolean Symbolic Objects

Francisco de A. T. de Carvalho, Rosanna Verde, R. Verde, 1998 .

Dimensionality Reduction Techniques for Streaming Time Series: A New Symbolic Approach

Antonio Irpino, Rosanna Verde, Antonio Balzanella, 2010 .

Clustering Spatio-Functional Data: A Model Based Approach

Rosanna Verde, Antonio Balzanella, Elvira Romano, 2010 .

Generalized Canonical Analysis

Antonio Irpino, Rosanna Verde, N. Carlo Lauro, 2008 .

A multidimensional approach to conjoint analysis

Carlo Lauro, Rosanna Verde, Giuseppe Giordano, 1998 .

Factor Discriminant Analysis

Antonio Irpino, Rosanna Verde, N. Carlo Lauro, 2008 .

Clustering Methods in Symbolic Data Analysis

Rosanna Verde, R. Verde, 2004 .

Symbolic Data Analysis: A Factorial Approach Based on Fuzzy Coded Data

Edwin Diday, Rosanna Verde, 2014 .

Non-symmetrical factorial discriminant analysis for symbolic objects

Rosanna Verde, Francesco Palumbo, 1999 .

Principal Component Analysis of Symbolic Data Described by Intervals

Antonio Irpino, Rosanna Verde, N. Carlo Lauro, 2008 .

Symbolic clustering interpretation and visualization

Yves Lechevallier, Marie Chavent, Rosanna Verde, 2003 .