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ORCIDClassification and Data Mining 2013
- Antonio Giusti, Gunter Ritter, Maurizio Vichi:
Classification and Data Mining. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2013, ISBN 978-3-642-28893-7
Classification and Data Analysis
- Bruno Bertaccini, Roberta Varriale:
Robust Random Effects Models: A Diagnostic Approach Based on the Forward Search. 3-10 - Sergio Camiz, Gastão Coelho Gomes:
Joint Correspondence Analysis Versus Multiple Correspondence Analysis: A Solution to an Undetected Problem. 11-18 - Laura Deldossi, Roberta Paroli:
Inference on the CUB Model: An MCMC Approach. 19-26 - Robert Hable, Andreas Christmann:
Robustness Versus Consistency in Ill-Posed Classification and Regression Problems. 27-35 - Jukka Heikkonen, Domenico Perrotta
, Marco Riani, Francesca Torti:
Issues on Clustering and Data Gridding. 37-44 - Alfonso Iodice D'Enza, Francesco Palumbo:
Dynamic Data Analysis of Evolving Association Patterns. 45-53 - Antonio Irpino, Mario Rosario Guarracino, Rosanna Verde:
Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition. 55-62 - Anna Langovaya, Sonja Kuhnt, Hamdi Chouikha:
Correspondence Analysis in the Case of Outliers. 63-70 - Isabella Morlini, Sergio Zani:
Variable Selection in Cluster Analysis: An Approach Based on a New Index. 71-79 - Karin Sahmer:
A Model for the Clustering of Variables Taking into Account External Data. 81-88 - Ivan Arcangelo Sciascia:
Calibration with Spatial Data Constraints. 89-94
Data Mining
- Antonio Balzanella, Yves Lechevallier, Rosanna Verde:
Clustering Data Streams by On-Line Proximity Updating. 97-104 - Antonio Balzanella, Rosanna Verde:
Summarizing and Detecting Structural Drifts from Multiple Data Streams. 105-112 - Maria Iannario, Domenico Piccolo:
A Model-Based Approach for Qualitative Assessment in Opinion Mining. 113-120 - Nguyen Thai-Nghe, Zeno Gantner, Lars Schmidt-Thieme:
An Evaluation Measure for Learning from Imbalanced Data Based on Asymmetric Beta Distribution. 121-129 - Elvira Romano, Jorge Mateu:
Outlier Detection for Geostatistical Functional Data: An Application to Sensor Data. 131-138 - Federico M. Stefanini:
Graphical Models for Eliciting Structural Information. 139-146 - Marcus Weber:
Adaptive Spectral Clustering in Molecular Simulation. 147-154
Applications
- Federico Benassi, Chiara Bocci, Alessandra Petrucci:
Spatial Data Mining for Clustering: An Application to the Florentine Metropolitan Area Using RedCap. 157-164 - Hamparsum Bozdogan, John Andrew Howe, Suman Katragadda, Caterina Liberati:
Misspecification Resistant Model Selection Using Information Complexity with Applications. 165-172 - Paolo Chirico:
A Clusterwise Regression Method for the Prediction of the Disposal Income in Municipalities. 173-180 - Fabrizio Cipollini, Camilla Ferretti, Piero Ganugi, Mario Mezzanzanica:
A Continuous Time Mover-Stayer Model for Labor Market in a Northern Italian Area. 181-188 - José G. Dias:
Model-Based Clustering of Multistate Data with Latent Change: An Application with DHS Data. 189-196 - Carlo Drago, Germana Scepi:
An Approach to Forecasting Beanplot Time Series. 197-205 - Emanuela Dreassi:
Shared Components Models in Joint Disease Mapping: A Comparison. 207-214 - Markus Eichhoff, Igor Vatolkin, Claus Weihs:
Piano and Guitar Tone Distinction Based on Extended Feature Analysis. 215-224 - Klaus Friedrichs, Claus Weihs:
Auralization of Auditory Models. 225-232 - Cristiana Martini:
Visualisation and Analysis of Affiliation Networks as Tools to Describe Professional Profiles. 233-241 - Angelo Mazza, Antonio Punzo:
Graduation by Adaptive Discrete Beta Kernels. 243-250 - Massimo Mucciardi, Pietro Bertuccelli:
Modelling Spatial Variations of Fertility Rate in Italy. 251-259 - Hans-Joachim Mucha, Hans-Georg Bartel, Carlos Morales-Merino:
Visualisation of Cluster Analysis Results. 261-270 - Eugenia Nissi, Annalina Sarra, Sergio Palermi, Gaetano De Luca:
The Application of M-Function Analysis to the Geographical Distribution of Earthquake Sequence. 271-278 - Antonio Angelo Romano, Giuseppe Scandurra:
Energy Consumption - Gross Domestic Product Causal Relationship in the Italian Regions. 279-286
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