Produzione Scientifica Mattia Marconcini


  • L. Bruzzone, M. Marconcini, "Domain Adaptation Problems: a DASVM Classification Technique and a Circular Validation Strategy" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. vol. 32, n. no. 5 (2010), p. 770-787 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, "Toward an Automatic Updating of Land-Cover Maps by a Domain Adapatation SVM Classifier and a Circular Validation Strategy" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 4 (2010), p. 1108-1122 - vedi dettaglio
  • M. Marconcini, G. Camps-valls, L. Bruzzone, "A Composite semisupervised SVM for classification of hyperspectral images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 6, n. 2 (2009), p. 234-238 - vedi dettaglio
  • M. Marconcini, L. Bruzzone, "A Domain Adaptation SVM and a Circular Validation Strategy for Updating Land-Cover Maps" in G. Camps-valls, L. Bruzzone (a cura di), Kernel Methods for Remote Sensing Data Analysis, Singapore: John Wiley & Sons, Inc., 2009, p. 195-222 - vedi dettaglio
  • A. Plaza, J. A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G. Camps-valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. Tilton, G. Trianni, "Recent Advances in Techniques for Hyperspectral Image Processing" in REMOTE SENSING OF ENVIRONMENT, v. 113, n. Suppl. 1 (2009), p. S110-S122 - vedi dettaglio
  • F. Bovolo, L. Bruzzone, M. Marconcini, "A novel approach to unsupervised change detection based on a semisupervised SVM and a similarity measure" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 46, n. 7 (2008), p. 2070-2082 - vedi dettaglio
  • G. Nollo, M. Marconcini, L. Faes, F. Bovolo, F. Ravelli, L. Bruzzone, "An Automatic System for the Analysis and the Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms" in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, v. 55, n. 9 (2008), p. 2275-2285 - vedi dettaglio
  • F. Bovolo, L. Bruzzone, M. Marconcini, "An Unsupervised Change-Detection Technique Based on Bayesian Initialization and Semi-Supervised SVM" in IEEE International Geoscience and Remote Sensing Symposium, 2007, Los Alamitos, Calif.: IEEE computer society, 2007, p. 2370-2373. Atti di: IGARSS 2007, Barcelona, 23rd-28th July 2007 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, C. Persello, "Fusion of Spectral and Spatial Information by a Novel SVM Classification Technique" in IEEE International Geoscience and Remote Sensing Symposium, 2007(IGARSS 2007), Piscataway, NJ: IEEE, 2007, p. 4838-4841. Atti di: IGARSS 2007, Barcelona, 23rd -28th July 2007. - DOI: 10.1109/IGARSS.2007.4423944 - vedi dettaglio
  • M. Marconcini, L. Bruzzone, "Partially-Supervised Updating of Land-Cover Maps: a P2S2VM Technique and a Circular Validation Strategy" in IEEE International Geoscience and Remote Sensing Symposium: IGARSS 2007, Piscataway, NJ: IEEE, 2007, p. 1079-1082. Atti di: IGARSS '07, Barcelona, 23rd-27th July 2007. - DOI: 10.1109/IGARSS.2007.4422988 - vedi dettaglio
  • L. Bruzzone, M. Chi, M. Marconcini, "Semisupervised Support Vector Machines for Classification of Hyperspectral Remote Sensing Images" in C-I. Chang (a cura di), Hyperspectral Data Exploitation: Theory and Applications, Stati Uniti d'America: John Wiley & Sons, Inc., 2007, p. 275-311 - vedi dettaglio
  • F. Bovolo, L. Bruzzone, M. Marconcini, "A Novel Context-Sensitive SVM for Classification of Remote Sensing Images" in IEEE International Conference on Geoscience and Remote Sensing Symposium, 2006, Los Alamitos, Calif.: IEEE computer society, 2006, p. 2498-2501. Atti di: IGARSS 2006, Denver (CO), 31st July-4th August 2006 - vedi dettaglio
  • F. Bovolo, L. Bruzzone, M. Marconcini, C. Persello, "A Novel Context-Sensitive SVM for Classification of Remote Sensing Images", Trento: Università degli Studi di Trento, 2006. - (Technical Report; DIT-06-040) - vedi dettaglio
  • L. Bruzzone, M. Chi, M. Marconcini, "A novel transductive SVM for semisupervised classification of remote-sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 44, n. 11 (2006), p. 3363-3373 - vedi dettaglio
  • L. Bruzzone, M. Chi, M. Marconcini, "Advanced Semisupervised SVM Approaches to Classification of Hyperspectral Data" in 2006 IEEE International Geoscience and Remote Sensing Symposium, Piscataway, NJ: IEEE, 2006, p. 3887-3890. Atti di: IGARSS'06, Denver, July 31 - August 04, 2006. - DOI: 10.1109/IGARSS.2006.997 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, "An advanced semi-supervised SVM classifier for the analysis of hyperspectral remote sensing data" in Image and Signal Processing for Remote Sensing XII, Bellingham, WA: SPIE, 2006, p. [n.d.]-[n.d.] -(Proceedings of SPIE; 6365). Atti di: 12th SPIE International Symposium on Remote Sensing, Stockholm, 13th-14th September, 2006 - vedi dettaglio
  • L. Bruzzone, L. Gomez-chova, M. Marconcini, G. Camps-valls, "Hyperspectral Image Classification with Kernels" in G. Camps-valls, J. Luis Rojo-álvarez, M. Martínez-ramón (a cura di), Kernel methods in Bioengineering, Communications and Image Processing, Stati Uniti d'America: Idea Group Inc., 2006, p. 374-398 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, "A Novel T²-SVM for Partially Supervised Classification" in Pattern Recognition and Machine Intelligence: First International Conference: PReMI 2005: Proceedings, Berlin ; Heidelberg: Springer, 2005, p. 40-49 -(Lecture Notes in Computer Science; 3776). Atti di: PReMI 2005, Kolkata, 18th-22nd December 2005 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, "A Novel T²-SVM for Partially Supervised Classification of Multitemporal Remote Sensing Images" in 2005 IEEE International Geoscience and Remote Sensing Symposium, Piscataway, NJ: IEEE, 2005, p. 2815-2818. Atti di: IGARSS'05, Seoul, 25th - 29th July 2005 - vedi dettaglio
  • L. Bruzzone, M. Chi, M. Marconcini, "Transductive SVMs for Semisupervised Classification of Hyperspectral Data" in 25th IEEE International Geoscience and Remote Sensing Symposium: IGARSS 2005, Piscataway, NJ: IEEE, 2005, p. 164-167. Atti di: IGARSS'05, Seoul, 25th-29th July 2005. - DOI: 10.1109/IGARSS.2005.1526130 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, U. Wegmuller, A. Wiesmann, "An advanced system for automatic classification od multitemporal SAR images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 42, n. 6 (2004), p. 1321-1334 - vedi dettaglio
  • L. Bruzzone, M. Marconcini, U. Wegmuller, A. Wiesmann, "An advanced system for automatic classification of multitemporal SAR images" in Second International Workshop on the Analysis of Multi-Temporal Remote Sensing Images , Stati Uniti d'America: World Scientific, 2003, p. 175-185. Atti di: Second International Workshop on the Analysis of Multi-temporal Remote Sensing Images, Ispra, Varese (Italia), 16-18 Luglio 2003 - vedi dettaglio