Publications

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I. Pillai, High Reliability Text Categorisation Systems., Cagliari (Italy), 2007. (1.03 MB)
I. Pillai, Satta, R., Fumera, G., and Roli, F., Exploiting Depth Information for Indoor-Outdoor Scene Classification, in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (1.23 MB)
I. Pillai, Fumera, G., and Roli, F., F-Measure Optimisation in Multi-label Classifiers, in 21st International Conference on Pattern Recognition, Tsukuba, Japan, 2012. (295.91 KB)
L. Piras and Giacinto, G., Unbalanced learning in Content-Based Image Classification and Retrieval, in IEEE International Conference on Multimedia & Expo (ICME), Singapore, 2010. (177.33 KB)
L. Piras and Giacinto, G., Information Fusion in Content Based Image Retrieval: A Comprehensive Overview, Information Fusion, vol. 37, pp. 50-60, 2017. (734.6 KB)
L. Piras and Giacinto, G., K-Nearest Neighbors Directed Synthetic Images Injection, in 11th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Desenzano del Garda, Italy, 2010. (167.12 KB)
L. Piras and Giacinto, G., Open issues on codebook generation in Image Classification tasks, in 10th International Conference Machine Learning and Data Mining (MLDM), St. Petersburg, Russia, 2014, pp. 328-342. (229.92 KB)
L. Piras, Giacinto, G., and Paredes, R., Passive-Aggressive Online Learning for Relevance Feedback in Content Based Image Retrieval, in 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM), Barcelona, Spain, 2013. (138.32 KB)
L. Piras and Giacinto, G., Synthetic Pattern Generation for Imbalanced Learning in Image Retrieval, Pattern Recognition Letters, vol. 33, p. 7, 2012. (236.64 KB)
L. Piras, Giacinto, G., and Paredes, R., Enhancing image retrieval by an Exploration-Exploitation approach, in 8th International Conference Machine Learning and Data Mining (MLDM), Berlin, 2012, vol. 7376, pp. 355-365. (307.57 KB)
L. Piras and Giacinto, G., Dissimilarity representation in multi-feature spaces for image retrieval, in 16th Int. Conference on Image Analysis and Processing (ICIAP), Ravenna, Italy, 2011. (252.22 KB)
L. Piras, Tronci, R., and Giacinto, G., Diversity in ensembles of codebooks for visual concept detection, in 17th Int. Conference on Image Analysis and Processing (ICIAP), Naples, Italy, 2013. (303.73 KB)
L. Piras and Giacinto, G., Neighborhood-Based Feature Weighting for Relevance Feedback in Content-Based Retrieval, in 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, United Kingdom, 2009, pp. 238-241. (181.68 KB)
L. Piras, Tronci, R., Murgia, G., and Giacinto, G., The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task, in CLEF (Online Working Notes/Labs/Workshop), Rome, 2012. (540.05 KB)
L. Piras, Furcas, D., and Giacinto, G., User-driven Nearest-Neighbour Exploration of Image Archives, in 4th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Lisbon, Portugal, 2015, pp. 181 - 189. (376.55 KB)
L. Piras, Caputo, B., Dang-Nguyen, D. - T., Riegler, M., and Halvorsen, P., Image Retrieval Evaluation in Specific Domains, in Information Retrieval Evaluation in a Changing World - Lessons Learned from 20 Years of CLEF, 2019, pp. 275–305. (202.36 KB)
P. Piredda, Ariu, D., Biggio, B., Corona, I., Piras, L., Giacinto, G., and Roli, F., Deepsquatting: Learning-based Typosquatting Detection at Deeper Domain Levels, in 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017, vol. 10640 of LNCS, pp. 347-358. (1.21 MB)
N. Poh, Rattani, A., and Roli, F., A Critical Analysis of Adaptive Biometric Systems, IET Biometrics, 2012.
L. Putzu, Piras, L., and Giacinto, G., Ten years of Relevance Score for Content Based Image Retrieval, in 14th International Conference Machine Learning and Data Mining (MLDM), New York, 2018, vol. 10935.
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A. Rattani, Freni, B., Marcialis, G. L., and Roli, F., Template update methods in adaptive biometric systems: a critical review, in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol. 5558, pp. 847-856.
A. Rattani, Marcialis, G. L., and Roli, F., Biometric template update using the graph mincut: a case study in face verification, in 6th IEEE Biometric Symposium, Tampa, Florida, USA, 2008.
A. Rattani, Marcialis, G. L., and Roli, F., Boosting Gallery Representativeness by Co-updating Face and Fingerprint Verification Systems. 2008.
A. Rattani, Marcialis, G. L., and Roli, F., Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment, in International Conference on Image Analysis and Processing (ICIAP'11), Ravenna, Italy, Ravenna (Italy), 2011.
A. Rattani, Marcialis, G. L., and Roli, F., Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time, in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, D. Ranjan Kisku, Gupta, P., and Tistarelli, M. VDM - Lambert Academic Publishing, 2012, pp. 120 -143.
A. Rattani, Marcialis, G. L., Granger, E., and Roli, F., A Dual-staged Classification-Selection Approach for Automated Update of Biometric Templates, in International Conference on Pattern Recognition (ICPR), Tsukuba Science City, JAPAN, 2012.

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