Joint Research Centre
Institute for Protection and Security of the Citizen

Article contribution to a monograph (3):

• Use of Interactive Plots and Tables for Robust Analysis of International Trade Data
  Perrotta D, Torti F. Use of Interactive Plots and Tables for Robust Analysis of International Trade Data. In: Di Ciaccio, Agostino; Coli, Mauro; Angulo Ibanez, Jose Miguel, editors. Advanced Statistical Methods for the Analysis of Large Data-Sets. Berlin Heidelberg (Germany): Springer Verlag; 2012. p. 329-338. JRC57123
• Robustness Issues in Text Mining
  Turchi M, Perrotta D, Riani M, Cerioli A. Robustness Issues in Text Mining. In: Rudolf Kruse, Michael R. Berthold, Christian Moewes, María Ángeles Gil, Przemyslaw Grzegorzewski, Olgierd Hryniewicz, editors. Synergies of Soft Computing and Statistics for Intelligent Data Analysis. Berlin Heidelberg (Germany): Springer Verlag; 2013. p. 263-272. JRC70256
• Risk Analysis Approaches to Rank Outliers in Trade Data
  Kopustinskas V, Arsenis S. Risk Analysis Approaches to Rank Outliers in Trade Data. In: Di Ciaccio, Agostino; Coli, Mauro; Angulo Ibanez, Jose Miguel, editors. Advanced Statistical Methods for the Analysis of Large Data-Sets. Heidelberg Dordrecht London New York (Germany): Springer; 2012. p. 137-144. JRC78683

Article contribution to a peer-reviewed periodical listed in the ISI Science Citation Index Expanded and/or Social Science Citation Index (2):

• Benchmark testing of algorithms for very robust regression: FS, LMS and LTS
  Torti F, Perrotta D, Atkinson A, Riani M. Benchmark testing of algorithms for very robust regression: FS, LMS and LTS. COMPUTATIONAL STATISTICS and DATA ANALYSIS 56 (8); 2012. p. 2501-2512. JRC67506
• FSDA: A MATLAB toolbox for robust analysis and interactive data exploration
  Riani M, Perrotta D, Torti F. FSDA: A MATLAB toolbox for robust analysis and interactive data exploration. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 116 (July 2012); 2012. p. 17-32. JRC67507

Scientific and Policy Reports (1):

• Kimberly Process Working Group on Statistics; Guidelines for the Preparation, Review and Analysis of KP Statistical Data
  Arsenis S. Kimberly Process Working Group on Statistics; Guidelines for the Preparation, Review and Analysis of KP Statistical Data . Ispra (Italy): European Commission - Joint Research Centre - IPSC; 2012. JRC77623

JRC Technical Reports (6):

• Operational methodology to extract signals of abnormal behaviour from trade data. Automatic processing of time series using Wavelets, Kalman Filter and Forward Search
  Damerval C. Operational methodology to extract signals of abnormal behaviour from trade data. Automatic processing of time series using Wavelets, Kalman Filter and Forward Search. European Commission; 2013. JRC72823
• Study of pointwise regularity and application to trade data
  Damerval C. Study of pointwise regularity and application to trade data. EUR 25489 EN. Luxembourg (Luxembourg): Publications Office of the European Union; 2012. JRC72824
• Detection of abnormal behavior in trade data using Wavelets, Kalman Filter and Forward Search
  Damerval C. Detection of abnormal behavior in trade data using Wavelets, Kalman Filter and Forward Search . EUR 25491 EN. Luxembourg (Luxembourg): Publications Office of the European Union; 2012. JRC72839
• Study of Lipschitz regularity - Feature extraction on regular and irregular grids
  Damerval C. Study of Lipschitz regularity - Feature extraction on regular and irregular grids . EUR 25492 EN. Luxembourg (Luxembourg): Publications Office of the European Union; 2012. JRC72859
• Identification of outliers in simultaneous time series using Wavelets and Forward Search
  Damerval C. Identification of outliers in simultaneous time series using Wavelets and Forward Search. EUR 25493 EN. Luxembourg (Luxembourg): Publications Office of the European Union; 2012. JRC72903
• Statistics on EU trade: Highlight on its heterogeneous structure and recommendations for practical applications
  Damerval C, Orfei L. Statistics on EU trade: Highlight on its heterogeneous structure and recommendations for practical applications . EUR 25495 EN. Luxembourg (Luxembourg): Publications Office of the European Union; 2012. JRC72905